ShentunApp/Net.Framework/ImageCollection/ShenTun.ImageCollection.AForge/bin/Debug/AForge.Vision.xml

<?xml version="1.0"?>
<doc>
    <assembly>
        <name>AForge.Vision</name>
    </assembly>
    <members>
        <member name="T:AForge.Vision.Motion.BlobCountingObjectsProcessing">
            <summary>
            Motion processing algorithm, which counts separate moving objects and highlights them.
            </summary>
            
            <remarks><para>The aim of this motion processing algorithm is to count separate objects
            in the motion frame, which is provided by <see cref="T:AForge.Vision.Motion.IMotionDetector">motion detection algorithm</see>.
            In the case if <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.HighlightMotionRegions"/> property is set to <see langword="true"/>,
            found objects are also highlighted on the original video frame. The algorithm
            counts and highlights only those objects, which size satisfies <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsWidth"/>
            and <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsHeight"/> properties.</para>
            
            <para><note>The motion processing algorithm is supposed to be used only with motion detection
            algorithms, which are based on finding difference with background frame
            (see <see cref="T:AForge.Vision.Motion.SimpleBackgroundModelingDetector"/> and <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/>
            as simple implementations) and allow extract moving objects clearly.</note></para>
            
            <para>Sample usage:</para>
            <code>
            // create instance of motion detection algorithm
            IMotionDetector motionDetector = new ... ;
            // create instance of motion processing algorithm
            BlobCountingObjectsProcessing motionProcessing = new BlobCountingObjectsProcessing( );
            // create motion detector
            MotionDetector detector = new MotionDetector( motionDetector, motionProcessing );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame and check motion level
                if ( detector.ProcessFrame( videoFrame ) > 0.02 )
                {
                    // check number of detected objects
                    if ( motionProcessing.ObjectsCount > 1 )
                    {
                        // ...
                    }
                }
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            <seealso cref="T:AForge.Vision.Motion.IMotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.HighlightMotionRegions">
             <summary>
             Highlight motion regions or not.
             </summary>
             
             <remarks><para>The property specifies if detected moving objects should be highlighted
             with rectangle or not.</para>
             
             <para>Default value is set to <see langword="true"/>.</para>
            
             <para><note>Turning the value on leads to additional processing time of video frame.</note></para>
             </remarks>
             
        </member>
        <member name="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.HighlightColor">
            <summary>
            Color used to highlight motion regions.
            </summary>
            
            <remarks>
            <para>Default value is set to <b>red</b> color.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsWidth">
            <summary>
            Minimum width of acceptable object.
            </summary>
            
            <remarks><para>The property sets minimum width of an object to count and highlight. If
            objects have smaller width, they are not counted and are not highlighted.</para>
            
            <para>Default value is set to <b>10</b>.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsHeight">
            <summary>
            Minimum height of acceptable object.
            </summary>
            
            <remarks><para>The property sets minimum height of an object to count and highlight. If
            objects have smaller height, they are not counted and are not highlighted.</para>
            
            <para>Default value is set to <b>10</b>.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.ObjectsCount">
            <summary>
            Number of detected objects.
            </summary>
            
            <remarks><para>The property provides number of moving objects detected by
            the last call of <see cref="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)"/> method.</para></remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.ObjectRectangles">
            <summary>
            Rectangles of moving objects.
            </summary>
            
            <remarks><para>The property provides array of moving objects' rectangles
            detected by the last call of <see cref="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)"/> method.</para></remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.BlobCountingObjectsProcessing"/> class.
            </summary>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.#ctor(System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.BlobCountingObjectsProcessing"/> class.
            </summary>
            
            <param name="highlightMotionRegions">Highlight motion regions or not (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.HighlightMotionRegions"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.#ctor(System.Int32,System.Int32)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.BlobCountingObjectsProcessing"/> class.
            </summary>
            
            <param name="minWidth">Minimum width of acceptable object (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsWidth"/> property).</param>
            <param name="minHeight">Minimum height of acceptable object (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsHeight"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.#ctor(System.Int32,System.Int32,System.Drawing.Color)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.BlobCountingObjectsProcessing"/> class.
            </summary>
            
            <param name="minWidth">Minimum width of acceptable object (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsWidth"/> property).</param>
            <param name="minHeight">Minimum height of acceptable object (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsHeight"/> property).</param>
            <param name="highlightColor">Color used to highlight motion regions.</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.#ctor(System.Int32,System.Int32,System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.BlobCountingObjectsProcessing"/> class.
            </summary>
            
            <param name="minWidth">Minimum width of acceptable object (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsWidth"/> property).</param>
            <param name="minHeight">Minimum height of acceptable object (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsHeight"/> property).</param>
            <param name="highlightMotionRegions">Highlight motion regions or not (see <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.HighlightMotionRegions"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)">
            <summary>
            Process video and motion frames doing further post processing after
            performed motion detection.
            </summary>
            
            <param name="videoFrame">Original video frame.</param>
            <param name="motionFrame">Motion frame provided by motion detection
            algorithm (see <see cref="T:AForge.Vision.Motion.IMotionDetector"/>).</param>
            
            <remarks><para>Processes provided motion frame and counts number of separate
            objects, which size satisfies <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsWidth"/> and <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.MinObjectsHeight"/>
            properties. In the case if <see cref="P:AForge.Vision.Motion.BlobCountingObjectsProcessing.HighlightMotionRegions"/> property is
            set to <see langword="true"/>, the found object are also highlighted on the
            original video frame.
            </para></remarks>
            
            <exception cref="T:AForge.Imaging.InvalidImagePropertiesException">Motion frame is not 8 bpp image, but it must be so.</exception>
            <exception cref="T:AForge.Imaging.UnsupportedImageFormatException">Video frame must be 8 bpp grayscale image or 24/32 bpp color image.</exception>
            
        </member>
        <member name="M:AForge.Vision.Motion.BlobCountingObjectsProcessing.Reset">
             <summary>
             Reset internal state of motion processing algorithm.
             </summary>
             
             <remarks><para>The method allows to reset internal state of motion processing
             algorithm and prepare it for processing of next video stream or to restart
             the algorithm.</para></remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.CustomFrameDifferenceDetector">
            <summary>
            Motion detector based on difference with predefined background frame.
            </summary>
            
            <remarks><para>The class implements motion detection algorithm, which is based on
            difference of current video frame with predefined background frame. The <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.MotionFrame">difference frame</see>
            is thresholded and the <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.MotionLevel">amount of difference pixels</see> is calculated.
            To suppress stand-alone noisy pixels erosion morphological operator may be applied, which
            is controlled by <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.SuppressNoise"/> property.</para>
            
            <para><note>In the case if precise motion area's borders are required (for example,
            for further motion post processing), then <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.KeepObjectsEdges"/> property
            may be used to restore borders after noise suppression.</note></para>
            
            <para><note>In the case if custom background frame is not specified by using
            <see cref="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.SetBackgroundFrame(System.Drawing.Bitmap)"/> method, the algorithm takes first video frame
            as a background frame and calculates difference of further video frames with it.</note></para>
            
            <para>Unlike <see cref="T:AForge.Vision.Motion.TwoFramesDifferenceDetector"/> motion detection algorithm, this algorithm
            allows to identify quite clearly all objects, which are not part of the background (scene) -
            most likely moving objects.</para>
            
            <para>Sample usage:</para>
            <code>
            // create motion detector
            MotionDetector detector = new MotionDetector(
                new CustomFrameDifferenceDetector( ),
                new MotionAreaHighlighting( ) );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame and check motion level
                if ( detector.ProcessFrame( videoFrame ) > 0.02 )
                {
                    // ring alarm or do somethng else
                }
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.DifferenceThreshold">
            <summary>
            Difference threshold value, [1, 255].
            </summary>
            
            <remarks><para>The value specifies the amount off difference between pixels, which is treated
            as motion pixel.</para>
            
            <para>Default value is set to <b>15</b>.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.MotionLevel">
            <summary>
            Motion level value, [0, 1].
            </summary>
            
            <remarks><para>Amount of changes in the last processed frame. For example, if value of
            this property equals to 0.1, then it means that last processed frame has 10% difference
            with defined background frame.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.MotionFrame">
             <summary>
             Motion frame containing detected areas of motion.
             </summary>
             
             <remarks><para>Motion frame is a grayscale image, which shows areas of detected motion.
             All black pixels in the motion frame correspond to areas, where no motion is
             detected. But white pixels correspond to areas, where motion is detected.</para>
             
             <para><note>The property is set to <see langword="null"/> after processing of the first
             video frame by the algorithm in the case if custom background frame was not set manually
             by using <see cref="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.SetBackgroundFrame(System.Drawing.Bitmap)"/> method (it will be not <see langword="null"/>
             after second call in this case). If correct custom background
             was set then the property should bet set to estimated motion frame after
             <see cref="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)"/> method call.</note></para>
             </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.SuppressNoise">
            <summary>
            Suppress noise in video frames or not.
            </summary>
            
            <remarks><para>The value specifies if additional filtering should be
            done to suppress standalone noisy pixels by applying 3x3 erosion image processing
            filter. See <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.KeepObjectsEdges"/> property, if it is required to restore
            edges of objects, which are not noise.</para>
            
            <para>Default value is set to <see langword="true"/>.</para>
            
            <para><note>Turning the value on leads to more processing time of video frame.</note></para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.KeepObjectsEdges">
            <summary>
            Restore objects edges after noise suppression or not.
            </summary>
            
            <remarks><para>The value specifies if additional filtering should be done
            to restore objects' edges after noise suppression by applying 3x3 dilatation
            image processing filter.</para>
            
            <para>Default value is set to <see langword="false"/>.</para>
            
            <para><note>Turning the value on leads to more processing time of video frame.</note></para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/> class.
            </summary>
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.#ctor(System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/> class.
            </summary>
            
            <param name="suppressNoise">Suppress noise in video frames or not (see <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.SuppressNoise"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.#ctor(System.Boolean,System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/> class.
            </summary>
            
            <param name="suppressNoise">Suppress noise in video frames or not (see <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.SuppressNoise"/> property).</param>
            <param name="keepObjectEdges">Restore objects edges after noise suppression or not (see <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.KeepObjectsEdges"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)">
            <summary>
            Process new video frame.
            </summary>
            
            <param name="videoFrame">Video frame to process (detect motion in).</param>
            
            <remarks><para>Processes new frame from video source and detects motion in it.</para>
            
            <para>Check <see cref="P:AForge.Vision.Motion.CustomFrameDifferenceDetector.MotionLevel"/> property to get information about amount of motion
            (changes) in the processed frame.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.Reset">
            <summary>
            Reset motion detector to initial state.
            </summary>
            
            <remarks><para>Resets internal state and variables of motion detection algorithm.
            Usually this is required to be done before processing new video source, but
            may be also done at any time to restart motion detection algorithm.</para>
            
            <para><note>In the case if custom background frame was set using
            <see cref="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.SetBackgroundFrame(System.Drawing.Bitmap)"/> method, this method does not reset it.
            The method resets only automatically generated background frame.
            </note></para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.SetBackgroundFrame(System.Drawing.Bitmap)">
            <summary>
            Set background frame.
            </summary>
            
            <param name="backgroundFrame">Background frame to set.</param>
            
            <remarks><para>The method sets background frame, which will be used to calculate
            difference with.</para></remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.SetBackgroundFrame(System.Drawing.Imaging.BitmapData)">
            <summary>
            Set background frame.
            </summary>
            
            <param name="backgroundFrame">Background frame to set.</param>
            
            <remarks><para>The method sets background frame, which will be used to calculate
            difference with.</para></remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.CustomFrameDifferenceDetector.SetBackgroundFrame(AForge.Imaging.UnmanagedImage)">
            <summary>
            Set background frame.
            </summary>
            
            <param name="backgroundFrame">Background frame to set.</param>
            
            <remarks><para>The method sets background frame, which will be used to calculate
            difference with.</para></remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.GridMotionAreaProcessing">
            <summary>
            Motion processing algorithm, which performs grid processing of motion frame.
            </summary>
            
            <remarks><para>The aim of this motion processing algorithm is to do grid processing
            of motion frame. This means that entire motion frame is divided by a grid into
            certain amount of cells and the motion level is calculated for each cell. The
            information about each cell's motion level may be retrieved using <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.MotionGrid"/>
            property.</para>
            
            <para><para>In addition the algorithm can highlight those cells, which have motion
            level above the specified threshold (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.MotionAmountToHighlight"/>
            property). To enable this it is required to set <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.HighlightMotionGrid"/>
            property to <see langword="true"/>.</para></para>
            
            <para>Sample usage:</para>
            <code>
            // create instance of motion detection algorithm
            IMotionDetector motionDetector = new ... ;
            // create instance of motion processing algorithm
            GridMotionAreaProcessing motionProcessing = new GridMotionAreaProcessing( 16, 16 );
            // create motion detector
            MotionDetector detector = new MotionDetector( motionDetector, motionProcessing );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame
                detector.ProcessFrame( videoFrame );
                
                // check motion level in 5th row 8th column
                if ( motionProcessing.MotionGrid[5, 8] > 0.15 )
                {
                    // ...
                }
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            <seealso cref="T:AForge.Vision.Motion.IMotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.GridMotionAreaProcessing.HighlightColor">
            <summary>
            Color used to highlight motion regions.
            </summary>
            
            <remarks>
            <para>Default value is set to <b>red</b> color.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.GridMotionAreaProcessing.HighlightMotionGrid">
             <summary>
             Highlight motion regions or not.
             </summary>
             
             <remarks><para>The property specifies if motion grid should be highlighted -
             if cell, which have motion level above the
             <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.MotionAmountToHighlight">specified value</see>, should be highlighted.</para>
             
             <para>Default value is set to <see langword="true"/>.</para>
            
             <para><note>Turning the value on leads to additional processing time of video frame.</note></para>
             </remarks>
             
        </member>
        <member name="P:AForge.Vision.Motion.GridMotionAreaProcessing.MotionAmountToHighlight">
            <summary>
            Motion amount to highlight cell.
            </summary>
            
            <remarks><para>The property specifies motion level threshold for highlighting grid's
            cells. If motion level of a certain cell is higher than this value, then the cell
            is highlighted.</para>
            
            <para>Default value is set to <b>0.15</b>.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.GridMotionAreaProcessing.MotionGrid">
            <summary>
            Motion levels of each grid's cell.
            </summary>
            
            <remarks><para>The property represents an array of size
            <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridHeight"/>x<see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridWidth"/>, which keeps motion level
            of each grid's cell. If certain cell has motion level equal to 0.2, then it
            means that this cell has 20% of changes.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridWidth">
             <summary>
             Width of motion grid, [2, 64].
             </summary>
             
             <remarks><para>The property specifies motion grid's width - number of grid' columns.</para>
            
             <para>Default value is set to <b>16</b>.</para>
             </remarks>
             
        </member>
        <member name="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridHeight">
             <summary>
             Height of motion grid, [2, 64].
             </summary>
             
             <remarks><para>The property specifies motion grid's height - number of grid' rows.</para>
            
             <para>Default value is set to <b>16</b>.</para>
             </remarks>
             
        </member>
        <member name="M:AForge.Vision.Motion.GridMotionAreaProcessing.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.GridMotionAreaProcessing"/> class.
            </summary>
            
        </member>
        <member name="M:AForge.Vision.Motion.GridMotionAreaProcessing.#ctor(System.Int32,System.Int32)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.GridMotionAreaProcessing"/> class.
            </summary>
            
            <param name="gridWidth">Width of motion grid (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridWidth"/> property).</param>
            <param name="gridHeight">Height of motion grid (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridHeight"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.GridMotionAreaProcessing.#ctor(System.Int32,System.Int32,System.Boolean)">
             <summary>
             Initializes a new instance of the <see cref="T:AForge.Vision.Motion.GridMotionAreaProcessing"/> class.
             </summary>
             
             <param name="gridWidth">Width of motion grid (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridWidth"/> property).</param>
             <param name="gridHeight">Height of motion grid (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridHeight"/> property).</param>
             <param name="highlightMotionGrid">Highlight motion regions or not (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.HighlightMotionGrid"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.GridMotionAreaProcessing.#ctor(System.Int32,System.Int32,System.Boolean,System.Single)">
             <summary>
             Initializes a new instance of the <see cref="T:AForge.Vision.Motion.GridMotionAreaProcessing"/> class.
             </summary>
             
             <param name="gridWidth">Width of motion grid (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridWidth"/> property).</param>
             <param name="gridHeight">Height of motion grid (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.GridHeight"/> property).</param>
             <param name="highlightMotionGrid">Highlight motion regions or not (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.HighlightMotionGrid"/> property).</param>
             <param name="motionAmountToHighlight">Motion amount to highlight cell (see <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.MotionAmountToHighlight"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.GridMotionAreaProcessing.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)">
             <summary>
             Process video and motion frames doing further post processing after
             performed motion detection.
             </summary>
             
             <param name="videoFrame">Original video frame.</param>
             <param name="motionFrame">Motion frame provided by motion detection
             algorithm (see <see cref="T:AForge.Vision.Motion.IMotionDetector"/>).</param>
             
             <remarks><para>Processes provided motion frame and calculates motion level
             for each grid's cell. In the case if <see cref="P:AForge.Vision.Motion.GridMotionAreaProcessing.HighlightMotionGrid"/> property is
             set to <see langword="true"/>, the cell with motion level above threshold are
             highlighted.</para></remarks>
            
             <exception cref="T:AForge.Imaging.InvalidImagePropertiesException">Motion frame is not 8 bpp image, but it must be so.</exception>
             <exception cref="T:AForge.Imaging.UnsupportedImageFormatException">Video frame must be 8 bpp grayscale image or 24/32 bpp color image.</exception>
            
        </member>
        <member name="M:AForge.Vision.Motion.GridMotionAreaProcessing.Reset">
             <summary>
             Reset internal state of motion processing algorithm.
             </summary>
             
             <remarks><para>The method allows to reset internal state of motion processing
             algorithm and prepare it for processing of next video stream or to restart
             the algorithm.</para></remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.IMotionDetector">
             <summary>
             Interface of motion detector algorithm.
             </summary>
             
             <remarks><para>The interface specifies methods, which should be implemented
             by all motion detection algorithms - algorithms which perform processing of video
             frames in order to detect motion. Amount of detected motion may be checked using
             <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel"/> property. Also <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionFrame"/> property may
             be used in order to see all the detected motion areas. For example, the <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionFrame"/> property
             is used by motion processing algorithms for further motion post processing, like
             highlighting motion areas, counting number of detected moving object, etc.
             </para></remarks>
             
             <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
             <seealso cref="T:AForge.Vision.Motion.IMotionProcessing"/>
            
            
        </member>
        <member name="P:AForge.Vision.Motion.IMotionDetector.MotionLevel">
            <summary>
            Motion level value, [0, 1].
            </summary>
            
            <remarks><para>Amount of changes in the last processed frame. For example, if value of
            this property equals to 0.1, then it means that last processed frame has 10% of changes
            (however it is up to specific implementation to decide how to compare specified frame).</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.IMotionDetector.MotionFrame">
            <summary>
            Motion frame containing detected areas of motion.
            </summary>
            
            <remarks><para>Motion frame is a grayscale image, which shows areas of detected motion.
            All black pixels in the motion frame correspond to areas, where no motion is
            detected. But white pixels correspond to areas, where motion is detected.</para></remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.IMotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)">
            <summary>
            Process new video frame.
            </summary>
            
            <param name="videoFrame">Video frame to process (detect motion in).</param>
            
            <remarks><para>Processes new frame from video source and detects motion in it.</para></remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.IMotionDetector.Reset">
            <summary>
            Reset motion detector to initial state.
            </summary>
            
            <remarks><para>Resets internal state and variables of motion detection algorithm.
            Usually this is required to be done before processing new video source, but
            may be also done at any time to restart motion detection algorithm.</para>
            </remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.IMotionProcessing">
             <summary>
             Interface of motion processing algorithm.
             </summary>
            
             <remarks><para>The interface specifies methods, which should be implemented
             by all motion processng algorithms - algorithm which perform further post processing
             of detected motion, which is done by motion detection algorithms (see <see cref="T:AForge.Vision.Motion.IMotionDetector"/>).
             </para></remarks>
             
             <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
             <seealso cref="T:AForge.Vision.Motion.IMotionDetector"/>
            
        </member>
        <member name="M:AForge.Vision.Motion.IMotionProcessing.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)">
            <summary>
            Process video and motion frames doing further post processing after
            performed motion detection.
            </summary>
            
            <param name="videoFrame">Original video frame.</param>
            <param name="motionFrame">Motion frame provided by motion detection
            algorithm (see <see cref="T:AForge.Vision.Motion.IMotionDetector"/>).</param>
            
            <remarks><para>The method does father post processing of detected motion.
            Type of motion post processing is specified by specific implementation
            of the <see cref="T:AForge.Vision.Motion.IMotionProcessing"/> interface - it may motion
            area highlighting, motion objects counting, etc.</para></remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.IMotionProcessing.Reset">
             <summary>
             Reset internal state of motion processing algorithm.
             </summary>
             
             <remarks><para>The method allows to reset internal state of motion processing
             algorithm and prepare it for processing of next video stream or to restart
             the algorithm.</para>
             
             <para><note>Some motion processing algorithms may not have any stored internal
             states and may just process provided video frames without relying on any motion
             history etc. In this case such algorithms provide empty implementation of this method.</note></para>
             </remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.MotionAreaHighlighting">
            <summary>
            Motion processing algorithm, which highlights motion areas.
            </summary>
            
            <remarks><para>The aim of this motion processing algorithm is to highlight
            motion areas with grid pattern of the <see cref="P:AForge.Vision.Motion.MotionAreaHighlighting.HighlightColor">specified color</see>.
            </para>
            
            <para>Sample usage:</para>
            <code>
            // create motion detector
            MotionDetector detector = new MotionDetector(
                /* motion detection algorithm */,
                new MotionAreaHighlighting( ) );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame
                detector.ProcessFrame( videoFrame );
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            <seealso cref="T:AForge.Vision.Motion.IMotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.MotionAreaHighlighting.HighlightColor">
            <summary>
            Color used to highlight motion regions.
            </summary>
            
            <remarks>
            <para>Default value is set to <b>red</b> color.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionAreaHighlighting.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.MotionAreaHighlighting"/> class.
            </summary>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionAreaHighlighting.#ctor(System.Drawing.Color)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.MotionAreaHighlighting"/> class.
            </summary>
            
            <param name="highlightColor">Color used to highlight motion regions.</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionAreaHighlighting.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)">
             <summary>
             Process video and motion frames doing further post processing after
             performed motion detection.
             </summary>
             
             <param name="videoFrame">Original video frame.</param>
             <param name="motionFrame">Motion frame provided by motion detection
             algorithm (see <see cref="T:AForge.Vision.Motion.IMotionDetector"/>).</param>
             
             <remarks><para>Processes provided motion frame and highlights motion areas
             on the original video frame with <see cref="P:AForge.Vision.Motion.MotionAreaHighlighting.HighlightColor">specified color</see>.</para>
             </remarks>
             
             <exception cref="T:AForge.Imaging.InvalidImagePropertiesException">Motion frame is not 8 bpp image, but it must be so.</exception>
             <exception cref="T:AForge.Imaging.UnsupportedImageFormatException">Video frame must be 8 bpp grayscale image or 24/32 bpp color image.</exception>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionAreaHighlighting.Reset">
             <summary>
             Reset internal state of motion processing algorithm.
             </summary>
             
             <remarks><para>The method allows to reset internal state of motion processing
             algorithm and prepare it for processing of next video stream or to restart
             the algorithm.</para></remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.MotionBorderHighlighting">
            <summary>
            Motion processing algorithm, which highlights border of motion areas.
            </summary>
            
            <remarks><para>The aim of this motion processing algorithm is to highlight
            borders of motion areas with the <see cref="P:AForge.Vision.Motion.MotionBorderHighlighting.HighlightColor">specified color</see>.
            </para>
            
            <para><note>The motion processing algorithm is supposed to be used only with motion detection
            algorithms, which are based on finding difference with background frame
            (see <see cref="T:AForge.Vision.Motion.SimpleBackgroundModelingDetector"/> and <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/>
            as simple implementations) and allow extract moving objects clearly.</note></para>
            
            <para>Sample usage:</para>
            <code>
            // create motion detector
            MotionDetector detector = new MotionDetector(
                /* motion detection algorithm */,
                new MotionBorderHighlighting( ) );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame
                detector.ProcessFrame( videoFrame );
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            <seealso cref="T:AForge.Vision.Motion.IMotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.MotionBorderHighlighting.HighlightColor">
            <summary>
            Color used to highlight motion regions.
            </summary>
            
            <remarks>
            <para>Default value is set to <b>red</b> color.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionBorderHighlighting.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.MotionBorderHighlighting"/> class.
            </summary>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionBorderHighlighting.#ctor(System.Drawing.Color)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.MotionBorderHighlighting"/> class.
            </summary>
            
            <param name="highlightColor">Color used to highlight motion regions.</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionBorderHighlighting.ProcessFrame(AForge.Imaging.UnmanagedImage,AForge.Imaging.UnmanagedImage)">
             <summary>
             Process video and motion frames doing further post processing after
             performed motion detection.
             </summary>
             
             <param name="videoFrame">Original video frame.</param>
             <param name="motionFrame">Motion frame provided by motion detection
             algorithm (see <see cref="T:AForge.Vision.Motion.IMotionDetector"/>).</param>
             
             <remarks><para>Processes provided motion frame and highlights borders of motion areas
             on the original video frame with <see cref="P:AForge.Vision.Motion.MotionBorderHighlighting.HighlightColor">specified color</see>.</para>
             </remarks>
            
             <exception cref="T:AForge.Imaging.InvalidImagePropertiesException">Motion frame is not 8 bpp image, but it must be so.</exception>
             <exception cref="T:AForge.Imaging.UnsupportedImageFormatException">Video frame must be 8 bpp grayscale image or 24/32 bpp color image.</exception>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionBorderHighlighting.Reset">
             <summary>
             Reset internal state of motion processing algorithm.
             </summary>
             
             <remarks><para>The method allows to reset internal state of motion processing
             algorithm and prepare it for processing of next video stream or to restart
             the algorithm.</para></remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.MotionDetector">
             <summary>
             Motion detection wrapper class, which performs motion detection and processing.
             </summary>
            
             <remarks><para>The class serves as a wrapper class for
             <see cref="T:AForge.Vision.Motion.IMotionDetector">motion detection</see> and
             <see cref="T:AForge.Vision.Motion.IMotionProcessing">motion processing</see> algorithms, allowing to call them with
             single call. Unlike motion detection and motion processing interfaces, the class also
             provides additional methods for convenience, so the algorithms could be applied not
             only to <see cref="T:AForge.Imaging.UnmanagedImage"/>, but to .NET's <see cref="T:System.Drawing.Bitmap"/> class
             as well.</para>
             
             <para>In addition to wrapping of motion detection and processing algorthms, the class provides
             some additional functionality. Using <see cref="P:AForge.Vision.Motion.MotionDetector.MotionZones"/> property it is possible to specify
             set of rectangular zones to observe - only motion in these zones is counted and post procesed.</para>
             
             <para>Sample usage:</para>
             <code>
             // create motion detector
             MotionDetector detector = new MotionDetector(
                 new SimpleBackgroundModelingDetector( ),
                 new MotionAreaHighlighting( ) );
             
             // continuously feed video frames to motion detector
             while ( ... )
             {
                 // process new video frame and check motion level
                 if ( detector.ProcessFrame( videoFrame ) > 0.02 )
                 {
                     // ring alarm or do somethng else
                 }
             }
             </code>
             </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.MotionDetector.MotionDetectionAlgorithm">
             <summary>
             Motion detection algorithm to apply to each video frame.
             </summary>
            
             <remarks><para>The property sets motion detection algorithm, which is used by
             <see cref="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)"/> method in order to calculate
             <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel">motion level</see> and
             <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionFrame">motion frame</see>.
             </para></remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.MotionDetector.MotionProcessingAlgorithm">
            <summary>
            Motion processing algorithm to apply to each video frame after
            motion detection is done.
            </summary>
            
            <remarks><para>The property sets motion processing algorithm, which is used by
            <see cref="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)"/> method after motion detection in order to do further
            post processing of motion frames. The aim of further post processing depends on
            actual implementation of the specified motion processing algorithm - it can be
            highlighting of motion area, objects counting, etc.
            </para></remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.MotionDetector.MotionZones">
            <summary>
            Set of zones to detect motion in.
            </summary>
            
            <remarks><para>The property keeps array of rectangular zones, which are observed for motion detection.
            Motion outside of these zones is ignored.</para>
            
            <para>In the case if this property is set, the <see cref="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)"/> method
            will filter out all motion witch was detected by motion detection algorithm, but is not
            located in the specified zones.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionDetector.#ctor(AForge.Vision.Motion.IMotionDetector)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.MotionDetector"/> class.
            </summary>
            
            <param name="detector">Motion detection algorithm to apply to each video frame.</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionDetector.#ctor(AForge.Vision.Motion.IMotionDetector,AForge.Vision.Motion.IMotionProcessing)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.MotionDetector"/> class.
            </summary>
            
            <param name="detector">Motion detection algorithm to apply to each video frame.</param>
            <param name="processor">Motion processing algorithm to apply to each video frame after
            motion detection is done.</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(System.Drawing.Bitmap)">
            <summary>
            Process new video frame.
            </summary>
            
            <param name="videoFrame">Video frame to process (detect motion in).</param>
            
            <returns>Returns amount of motion, which is provided <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel"/>
            property of the <see cref="P:AForge.Vision.Motion.MotionDetector.MotionDetectionAlgorithm">motion detection algorithm in use</see>.</returns>
            
            <remarks><para>See <see cref="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)"/> for additional details.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(System.Drawing.Imaging.BitmapData)">
             <summary>
             Process new video frame.
             </summary>
             
             <param name="videoFrame">Video frame to process (detect motion in).</param>
             
             <returns>Returns amount of motion, which is provided <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel"/>
             property of the <see cref="P:AForge.Vision.Motion.MotionDetector.MotionDetectionAlgorithm">motion detection algorithm in use</see>.</returns>
             
             <remarks><para>See <see cref="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)"/> for additional details.</para>
             </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)">
            <summary>
            Process new video frame.
            </summary>
            
            <param name="videoFrame">Video frame to process (detect motion in).</param>
            
            <returns>Returns amount of motion, which is provided <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel"/>
            property of the <see cref="P:AForge.Vision.Motion.MotionDetector.MotionDetectionAlgorithm">motion detection algorithm in use</see>.</returns>
            
            <remarks><para>The method first of all applies motion detection algorithm to the specified video
            frame to calculate <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel">motion level</see> and
            <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionFrame">motion frame</see>. After this it applies motion processing algorithm
            (if it was set) to do further post processing, like highlighting motion areas, counting moving
            objects, etc.</para>
            
            <para><note>In the case if <see cref="P:AForge.Vision.Motion.MotionDetector.MotionZones"/> property is set, this method will perform
            motion filtering right after motion algorithm is done and before passing motion frame to motion
            processing algorithm. The method does filtering right on the motion frame, which is produced
            by motion detection algorithm. At the same time the method recalculates motion level and returns
            new value, which takes motion zones into account (but the new value is not set back to motion detection
            algorithm' <see cref="P:AForge.Vision.Motion.IMotionDetector.MotionLevel"/> property).
            </note></para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.MotionDetector.Reset">
            <summary>
            Reset motion detector to initial state.
            </summary>
            
            <remarks><para>The method resets motion detection and motion processing algotithms by calling
            their <see cref="M:AForge.Vision.Motion.IMotionDetector.Reset"/> and <see cref="M:AForge.Vision.Motion.IMotionProcessing.Reset"/> methods.</para>
            </remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.SimpleBackgroundModelingDetector">
            <summary>
            Motion detector based on simple background modeling.
            </summary>
            
            <remarks><para>The class implements motion detection algorithm, which is based on
            difference of current video frame with modeled background frame.
            The <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MotionFrame">difference frame</see> is thresholded and the
            <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MotionLevel">amount of difference pixels</see> is calculated.
            To suppress stand-alone noisy pixels erosion morphological operator may be applied, which
            is controlled by <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.SuppressNoise"/> property.</para>
            
            <para><note>In the case if precise motion area's borders are required (for example,
            for further motion post processing), then <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.KeepObjectsEdges"/> property
            may be used to restore borders after noise suppression.</note></para>
            
            <para>As the first approximation of background frame, the first frame of video stream is taken.
            During further video processing the background frame is constantly updated, so it
            changes in the direction to decrease difference with current video frame (the background
            frame is moved towards current frame). See <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.FramesPerBackgroundUpdate"/>
            <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MillisecondsPerBackgroundUpdate"/> properties, which control the rate of
            background frame update.</para>
            
            <para>Unlike <see cref="T:AForge.Vision.Motion.TwoFramesDifferenceDetector"/> motion detection algorithm, this algorithm
            allows to identify quite clearly all objects, which are not part of the background (scene) -
            most likely moving objects. And unlike <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/> motion
            detection algorithm, this algorithm includes background adaptation feature, which allows it
            to update its modeled background frame in order to take scene changes into account.</para>
            
            <para><note>Because of the adaptation feature of the algorithm, it may adopt
            to background changes, what <see cref="T:AForge.Vision.Motion.CustomFrameDifferenceDetector"/> algorithm can not do.
            However, if moving object stays on the scene for a while (so algorithm adopts to it and does
            not treat it as a new moving object any more) and then starts to move again, the algorithm may
            find two moving objects - the true one, which is really moving, and the false one, which does not (the
            place, where the object stayed for a while).</note></para>
            
            <para><note>The algorithm is not applicable to such cases, when moving object resides
            in camera's view most of the time (laptops camera monitoring a person sitting in front of it,
            for example). The algorithm is mostly supposed for cases, when camera monitors some sort
            of static scene, where moving objects appear from time to time - street, road, corridor, etc.
            </note></para>
            
            <para>Sample usage:</para>
            <code>
            // create motion detector
            MotionDetector detector = new MotionDetector(
                new SimpleBackgroundModelingDetector( ),
                new MotionAreaHighlighting( ) );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame and check motion level
                if ( detector.ProcessFrame( videoFrame ) > 0.02 )
                {
                    // ring alarm or do somethng else
                }
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.DifferenceThreshold">
            <summary>
            Difference threshold value, [1, 255].
            </summary>
            
            <remarks><para>The value specifies the amount off difference between pixels, which is treated
            as motion pixel.</para>
            
            <para>Default value is set to <b>15</b>.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MotionLevel">
            <summary>
            Motion level value, [0, 1].
            </summary>
            
            <remarks><para>Amount of changes in the last processed frame. For example, if value of
            this property equals to 0.1, then it means that last processed frame has 10% difference
            with modeled background frame.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MotionFrame">
             <summary>
             Motion frame containing detected areas of motion.
             </summary>
             
             <remarks><para>Motion frame is a grayscale image, which shows areas of detected motion.
             All black pixels in the motion frame correspond to areas, where no motion is
             detected. But white pixels correspond to areas, where motion is detected.</para>
             
             <para><note>The property is set to <see langword="null"/> after processing of the first
             video frame by the algorithm.</note></para>
             </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.SuppressNoise">
            <summary>
            Suppress noise in video frames or not.
            </summary>
            
            <remarks><para>The value specifies if additional filtering should be
            done to suppress standalone noisy pixels by applying 3x3 erosion image processing
            filter. See <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.KeepObjectsEdges"/> property, if it is required to restore
            edges of objects, which are not noise.</para>
            
            <para>Default value is set to <see langword="true"/>.</para>
            
            <para><note>Turning the value on leads to more processing time of video frame.</note></para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.KeepObjectsEdges">
            <summary>
            Restore objects edges after noise suppression or not.
            </summary>
            
            <remarks><para>The value specifies if additional filtering should be done
            to restore objects' edges after noise suppression by applying 3x3 dilatation
            image processing filter.</para>
            
            <para>Default value is set to <see langword="false"/>.</para>
            
            <para><note>Turning the value on leads to more processing time of video frame.</note></para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.FramesPerBackgroundUpdate">
            <summary>
            Frames per background update, [1, 50].
            </summary>
            
            <remarks><para>The value controls the speed of modeled background adaptation to
            scene changes. After each specified amount of frames the background frame is updated
            in the direction to decrease difference with current processing frame.</para>
            
            <para>Default value is set to <b>2</b>.</para>
            
            <para><note>The property has effect only in the case if <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MillisecondsPerBackgroundUpdate"/>
            property is set to <b>0</b>. Otherwise it does not have effect and background
            update is managed according to the <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MillisecondsPerBackgroundUpdate"/>
            property settings.</note></para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MillisecondsPerBackgroundUpdate">
            <summary>
            Milliseconds per background update, [0, 5000].
            </summary>
            
            <remarks><para>The value represents alternate way of controlling the speed of modeled
            background adaptation to scene changes. The value sets number of milliseconds, which
            should elapse between two consequent video frames to result in background update
            for one intensity level. For example, if this value is set to 100 milliseconds and
            the amount of time elapsed between two last video frames equals to 350, then background
            frame will be update for 3 intensity levels in the direction to decrease difference
            with current video frame (the remained 50 milliseconds will be added to time difference
            between two next consequent frames, so the accuracy is preserved).</para>
            
            <para>Unlike background update method controlled using <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.FramesPerBackgroundUpdate"/>
            method, the method guided by this property is not affected by changes
            in frame rates. If, for some reasons, a video source starts to provide delays between
            frames (frame rate drops down), the amount of background update still stays consistent.
            When background update is controlled by this property, it is always possible to estimate
            amount of time required to change, for example, absolutely black background (0 intensity
            values) into absolutely white background (255 intensity values). If value of this
            property is set to 100, then it will take approximately 25.5 seconds for such update
            regardless of frame rate.</para>
            
            <para><note>Background update controlled by this property is slightly slower then
            background update controlled by <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.FramesPerBackgroundUpdate"/> property,
            so it has a bit greater impact on performance.</note></para>
            
            <para><note>If this property is set to 0, then corresponding background updating
            method is not used (turned off), but background update guided by
            <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.FramesPerBackgroundUpdate"/> property is used.</note></para>
            
            <para>Default value is set to <b>0</b>.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.SimpleBackgroundModelingDetector.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.SimpleBackgroundModelingDetector"/> class.
            </summary>
        </member>
        <member name="M:AForge.Vision.Motion.SimpleBackgroundModelingDetector.#ctor(System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.SimpleBackgroundModelingDetector"/> class.
            </summary>
            
            <param name="suppressNoise">Suppress noise in video frames or not (see <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.SuppressNoise"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.SimpleBackgroundModelingDetector.#ctor(System.Boolean,System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.SimpleBackgroundModelingDetector"/> class.
            </summary>
            
            <param name="suppressNoise">Suppress noise in video frames or not (see <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.SuppressNoise"/> property).</param>
            <param name="keepObjectEdges">Restore objects edges after noise suppression or not (see <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.KeepObjectsEdges"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.SimpleBackgroundModelingDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)">
             <summary>
             Process new video frame.
             </summary>
             
             <param name="videoFrame">Video frame to process (detect motion in).</param>
             
             <remarks><para>Processes new frame from video source and detects motion in it.</para>
             
             <para>Check <see cref="P:AForge.Vision.Motion.SimpleBackgroundModelingDetector.MotionLevel"/> property to get information about amount of motion
             (changes) in the processed frame.</para>
             </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.SimpleBackgroundModelingDetector.Reset">
            <summary>
            Reset motion detector to initial state.
            </summary>
            
            <remarks><para>Resets internal state and variables of motion detection algorithm.
            Usually this is required to be done before processing new video source, but
            may be also done at any time to restart motion detection algorithm.</para>
            </remarks>
            
        </member>
        <member name="T:AForge.Vision.Motion.TwoFramesDifferenceDetector">
            <summary>
            Motion detector based on two continues frames difference.
            </summary>
            
            <remarks><para>The class implements the simplest motion detection algorithm, which is
            based on difference of two continues frames. The <see cref="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.MotionFrame">difference frame</see>
            is thresholded and the <see cref="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.MotionLevel">amount of difference pixels</see> is calculated.
            To suppress stand-alone noisy pixels erosion morphological operator may be applied, which
            is controlled by <see cref="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.SuppressNoise"/> property.</para>
            
            <para>Although the class may be used on its own to perform motion detection, it is preferred
            to use it in conjunction with <see cref="T:AForge.Vision.Motion.MotionDetector"/> class, which provides additional
            features and allows to use moton post processing algorithms.</para>
            
            <para>Sample usage:</para>
            <code>
            // create motion detector
            MotionDetector detector = new MotionDetector(
                new TwoFramesDifferenceDetector( ),
                new MotionAreaHighlighting( ) );
            
            // continuously feed video frames to motion detector
            while ( ... )
            {
                // process new video frame and check motion level
                if ( detector.ProcessFrame( videoFrame ) > 0.02 )
                {
                    // ring alarm or do somethng else
                }
            }
            </code>
            </remarks>
            
            <seealso cref="T:AForge.Vision.Motion.MotionDetector"/>
            
        </member>
        <member name="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.DifferenceThreshold">
            <summary>
            Difference threshold value, [1, 255].
            </summary>
            
            <remarks><para>The value specifies the amount off difference between pixels, which is treated
            as motion pixel.</para>
            
            <para>Default value is set to <b>15</b>.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.MotionLevel">
            <summary>
            Motion level value, [0, 1].
            </summary>
            
            <remarks><para>Amount of changes in the last processed frame. For example, if value of
            this property equals to 0.1, then it means that last processed frame has 10% difference
            with previous frame.</para>
            </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.MotionFrame">
             <summary>
             Motion frame containing detected areas of motion.
             </summary>
             
             <remarks><para>Motion frame is a grayscale image, which shows areas of detected motion.
             All black pixels in the motion frame correspond to areas, where no motion is
             detected. But white pixels correspond to areas, where motion is detected.</para>
             
             <para><note>The property is set to <see langword="null"/> after processing of the first
             video frame by the algorithm.</note></para>
             </remarks>
            
        </member>
        <member name="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.SuppressNoise">
            <summary>
            Suppress noise in video frames or not.
            </summary>
            
            <remarks><para>The value specifies if additional filtering should be
            done to suppress standalone noisy pixels by applying 3x3 erosion image processing
            filter.</para>
            
            <para>Default value is set to <see langword="true"/>.</para>
            
            <para><note>Turning the value on leads to more processing time of video frame.</note></para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.TwoFramesDifferenceDetector.#ctor">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.TwoFramesDifferenceDetector"/> class.
            </summary>
            
        </member>
        <member name="M:AForge.Vision.Motion.TwoFramesDifferenceDetector.#ctor(System.Boolean)">
            <summary>
            Initializes a new instance of the <see cref="T:AForge.Vision.Motion.TwoFramesDifferenceDetector"/> class.
            </summary>
            
            <param name="suppressNoise">Suppress noise in video frames or not (see <see cref="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.SuppressNoise"/> property).</param>
            
        </member>
        <member name="M:AForge.Vision.Motion.TwoFramesDifferenceDetector.ProcessFrame(AForge.Imaging.UnmanagedImage)">
            <summary>
            Process new video frame.
            </summary>
            
            <param name="videoFrame">Video frame to process (detect motion in).</param>
            
            <remarks><para>Processes new frame from video source and detects motion in it.</para>
            
            <para>Check <see cref="P:AForge.Vision.Motion.TwoFramesDifferenceDetector.MotionLevel"/> property to get information about amount of motion
            (changes) in the processed frame.</para>
            </remarks>
            
        </member>
        <member name="M:AForge.Vision.Motion.TwoFramesDifferenceDetector.Reset">
            <summary>
            Reset motion detector to initial state.
            </summary>
            
            <remarks><para>Resets internal state and variables of motion detection algorithm.
            Usually this is required to be done before processing new video source, but
            may be also done at any time to restart motion detection algorithm.</para>
            </remarks>
            
        </member>
    </members>
</doc>