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  2. OpenCV - Wikipedia

    en.wikipedia.org/wiki/OpenCV

    OpenCV (Open Source Computer Vision Library) is a library of programming functions mainly for real-time computer vision. [2] Originally developed by Intel, it was later supported by Willow Garage, then Itseez (which was later acquired by Intel [3]).

  3. Perspective-n-Point - Wikipedia

    en.wikipedia.org/wiki/Perspective-n-Point

    A C++ implementation is available on GitHub, which has also been ported to OpenCV and included in the Camera Calibration and 3D Reconstruction module (SolvePnP function). [ 12 ] Using RANSAC

  4. Active contour model - Wikipedia

    en.wikipedia.org/wiki/Active_contour_model

    Active contour model, also called snakes, is a framework in computer vision introduced by Michael Kass, Andrew Witkin, and Demetri Terzopoulos [1] for delineating an object outline from a possibly noisy 2D image.

  5. k-means clustering - Wikipedia

    en.wikipedia.org/wiki/K-means_clustering

    mlpack contains a C++ implementation of k-means. Octave contains k-means. OpenCV contains a k-means implementation. Orange includes a component for k-means clustering with automatic selection of k and cluster silhouette scoring. PSPP contains k-means, The QUICK CLUSTER command performs k-means clustering on the dataset. R contains three k-means ...

  6. Bundle adjustment - Wikipedia

    en.wikipedia.org/wiki/Bundle_adjustment

    cvsba Archived 2013-10-24 at the Wayback Machine: An OpenCV wrapper for sba library . GPL. ssba: Simple Sparse Bundle Adjustment package based on the Levenberg–Marquardt Algorithm (C++). LGPL. OpenCV: Computer Vision library in the Images stitching module. BSD license. mcba: Multi-Core Bundle Adjustment (CPU/GPU). GPL3.

  7. Convex hull algorithms - Wikipedia

    en.wikipedia.org/wiki/Convex_hull_algorithms

    Algorithms that construct convex hulls of various objects have a broad range of applications in mathematics and computer science.. In computational geometry, numerous algorithms are proposed for computing the convex hull of a finite set of points, with various computational complexities.

  8. Lucas–Kanade method - Wikipedia

    en.wikipedia.org/wiki/Lucas–Kanade_method

    In computer vision, the Lucas–Kanade method is a widely used differential method for optical flow estimation developed by Bruce D. Lucas and Takeo Kanade.It assumes that the flow is essentially constant in a local neighbourhood of the pixel under consideration, and solves the basic optical flow equations for all the pixels in that neighbourhood, by the least squares criterion.

  9. Object detection - Wikipedia

    en.wikipedia.org/wiki/Object_detection

    Objects detected with OpenCV's Deep Neural Network module (dnn) by using a YOLOv3 model trained on COCO dataset capable to detect objects of 80 common classes. Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class (such as humans, buildings, or cars) in digital images and videos. [1]