Emgu.CV.XImgproc Namespace |
| Class | Description | |
|---|---|---|
| DisparityWLSFilter |
Disparity map filter based on Weighted Least Squares filter (in form of Fast Global Smoother that is a lot faster than traditional Weighted Least Squares filter implementations) and optional use of left-right-consistency-based confidence to refine the results in half-occlusions and uniform areas.
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| DTFilter |
Interface for realizations of Domain Transform filter.
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| EdgeBoxes |
Class implementing EdgeBoxes algorithm from C. Lawrence Zitnick and Piotr Dollár. Edge boxes: Locating object proposals from edges. In ECCV, 2014.
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| FastLineDetector |
Class implementing the FLD (Fast Line Detector) algorithm
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| GraphSegmentation |
Graph Based Segmentation Algorithm. The class implements the algorithm described in Pedro F Felzenszwalb and Daniel P Huttenlocher. Efficient graph-based image segmentation. volume 59, pages 167 - 181. Springer, 2004.
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| RFFeatureGetter |
Helper class for training part of [P. Dollar and C. L. Zitnick. Structured Forests for Fast Edge Detection, 2013].
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| RidgeDetectionFilter |
Applies Ridge Detection Filter to an input image.
Implements Ridge detection similar to the one in [Mathematica] (http://reference.wolfram.com/language/ref/RidgeFilter.html)
using the eigen values from the Hessian Matrix of the input image using Sobel Derivatives.
Additional refinement can be done using Skeletonization and Binarization.
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| RightMatcher |
The matcher for computing the right-view disparity map that is required in case of filtering with confidence.
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| SelectiveSearchSegmentation |
Selective search segmentation algorithm The class implements the algorithm described in:
Jasper RR Uijlings, Koen EA van de Sande, Theo Gevers, and Arnold WM Smeulders. Selective search for object recognition. International journal of computer vision, 104(2):154–171, 2013.
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| StructuredEdgeDetection |
Class implementing edge detection algorithm from Piotr Dollar and C Lawrence Zitnick. Structured forests for fast edge detection. In Computer Vision (ICCV), 2013 IEEE International Conference on, pages 1841-1848. IEEE, 2013.
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| SuperpixelLSC |
Class implementing the LSC (Linear Spectral Clustering) superpixels algorithm described in "Zhengqin Li and Jiansheng Chen. Superpixel segmentation using linear spectral clustering. June 2015."
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| SupperpixelSEEDS |
Class implementing the SEEDS (Superpixels Extracted via Energy-Driven Sampling) superpixels algorithm described in Michael Van den Bergh, Xavier Boix, Gemma Roig, Benjamin de Capitani, and Luc Van Gool. Seeds: Superpixels extracted via energy-driven sampling. In Computer Vision-ECCV 2012, pages 13-26. Springer, 2012.
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| SupperpixelSLIC |
Class implementing the SLIC (Simple Linear Iterative Clustering) superpixels algorithm described in Radhakrishna Achanta, Appu Shaji, Kevin Smith, Aurelien Lucchi, Pascal Fua, and Sabine Susstrunk. Slic superpixels compared to state-of-the-art superpixel methods. IEEE Trans. Pattern Anal. Mach. Intell., 34(11):2274-2282, nov 2012.
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| XImgprocInvoke |
Library to invoke XImgproc functions
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| Interface | Description | |
|---|---|---|
| IDisparityFilter |
Main interface for all disparity map filters.
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| Enumeration | Description | |
|---|---|---|
| DTFilterMode |
The three modes for filtering 2D signals in the article.
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| DtFilterType |
Domain Transform filter type
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| LocalBinarizationMethods |
LocalBinarizationMethods type
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| SupperpixelSLICAlgorithm |
The algorithm to use
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| ThinningTypes |
Thinning type
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| WMFWeightType |
Weight type
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