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Segmentation
LEADTOOLS functions in the Segmentation category
Segment, outline and convert the image objects to binary format based on its edge data, color data (using a wide range of different color spaces), statistical data or all. The segmentation filters can enhance the image by removing the background or any unwanted areas, removing the noise, reducing the colors and adjusting some image features in order to prepare for object detection. Some of the segmentation filters can also be used to produce a very nice artistic effect.
Functions Available in Segmentation
- Edge Detector
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Applies the specified edge filter to the specified image.
- Intensity Detect
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Divides the image into binary segments according to specified thresholds.
- Edge Detect Statistical
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Detects edges by examining the variation of colors in all directions using statistical indices.
- Auto Binary Segment
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Applies binary segmentation to the image using an automatically calculated threshold based on a two-peak method of statistical analysis of the histogram
- Skeleton
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Thinning objects/regions in an image
- Segment
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Divides image into segments where each segment's pixels have approximately the same color (homogenous color)
- Direction Edge Statistical
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Detects the variation of colors in the specified direction using statistical indices
- Color Threshold
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Threshold the image based on one of any eight color spaces
- Edges Detect Effect
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Detects the edges in an image and their strength.
- Dynamic Binary
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Binarize an image by using a different threshold value for each pixel of the image
- Contour Filter
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Performs a contour segment filter on the source image.
- Subtract Background
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Removes the background from an image
- Posterize
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Imposes a poster effect on an image by quantizing the image's colors to a specified number of color levels per plane. For example, two levels mean two of red, two of green, and two of blue.
- Spatial Filter
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Imposes a spatial filter on an image. You can supply your own filter or use one of the predefined filters.
- Auto Trim
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Trims the current image, removing blank space around the edges.
- Bump Map
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Gives an image the appearance of depth or substance texture by adding a three-dimensional texture pattern to the image.
- Emboss
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Applies an emboss effect to an image, letting you specify the depth and direction of the effect.
- Local Histogram Equalize
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Linearizes the number of pixels locally in an image, based on the specified color space. This can be used to bring out the detail in dark areas of an image, and smooth the edges between blocks.
- Slice
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Extract individual slices from a radiographic scanned film.
- Correlation
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The correlation is a measure of association (resemblance) between two images to find those portions that match according to the measure of correlation
- Correlation List
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Compares the images in list with all the areas of the same dimensions in original image and finds those portions that match according to the measure of correlation.
- Emboss Extended
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Applies various 3d effects to an image, such as Emboss, Edge Detection, Splotch, Emboss-Splotch filters.
- Get Auto Trim Rectangle
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Gets the rectangle that would be used to trim the image.
- Glow Filter
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Makes the colored edges shine with a neon glow.
- User Filter
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Apply filtering on the image based on specified user defined mask coefficients.
- Binary Filter
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This filter imposes a binary filter on an image. It performs a user defined effect by using suitable mask.
- Change Hue
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Changes the hue of colors in an image by rotating the color wheel a specified number of degrees.
- Adjust Tint
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Adjusts the image tint by changing the colors in an image by using two separate color wheel rotations.
- Change Hue Saturation Intensity
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Change the hue, saturation and intensity for all or specified colors in the image
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