Computer Vision Resources

Posted by xavisuau on May 4, 2015 at 2:00 pm GESTOOS SDK is a cross-platform SDK for gesture recognition and robust hand tracking.Detect static gestures easily and include hand tracking without models nor initialization in your projects.Available [...]
Segmenting Circle around Interest Point
Posted by wladik on May 4, 2015 at 12:25 pm AnalyticBMPApproximation is an open source demo program for segmentation raster images around interest points. It is developed in Microsoft Visual Sudio Comunity 2013, using C++11, WinAPI and DirectX. The [...]
LRS Library (Low-rank and sparse decomposition for Image and Video Processing)
Posted by tbouwmans on January 28, 2015 at 4:14 am The LRSLibrary provides a collection of low-rank and sparse decomposition algorithms in MATLAB. The library was designed for motion segmentation in videos, but it can be also used or adapted for other [...]
BGS Library (Background Subtraction Code in C and C++)
Posted by tbouwmans on January 28, 2015 at 4:12 am The BGSLibrary provides a C++ framework to perform background subtraction (BGS). The code works either on Windows or on Linux. Currently the library offers 36 BGS algorithms. A large amount of algorithms [...]
Posted by azkuene on May 7, 2013 at 4:26 pm VideoMan is a C++ open-source library for image acquisition from cameras, 3d sensors, frame-grabbers, video files and image sequences. It can also render the inputs using OpenGL. Easy integration with [...]
SIFT GPU for iPhone
Posted by Computer Vision Central on January 29, 2013 at 12:49 am SIFT on iPhone GPU is a GPGPU implementation of Lowe's SIFT computer vision algorithm, designed to work on the iPhone. It is written using Objective-C, OpenGL and GLSL (its shading [...]
QCV: Open-source Qt-based computer vision framework
Posted by notanumber on October 10, 2012 at 3:03 pm QCV is a computer vision toolkit library that provides an easy to use interface to display, analyze and run computer vision algorithms. The library is provided with practical examples to show what [...]
Active Geometric Shape Models
Posted by Quan Wang on September 26, 2012 at 6:07 pm The active geometric shape model (AGSM) is a novel approach for fitting a geometric shape in images. Similar to active shape models and active contours, a force field is used in this approach. But the [...]
August 16, 2012 at 11:34 pm This project consists of a collection of tools for performing various computer vision tasks in thermal-infrared. The project is mostly focussed on tasks related to 3D localization and mapping, and is heavily [...]
June 28, 2012 at 5:07 pm - What is the problem?A large number of vision applications rely on matching keypoints across images. The last decade featured an arms-race towards faster and more robust keypoints and association algorithms: [...]
GridCut - Fast Graph Cut Solver for Grids
Posted by jezeq on June 27, 2012 at 6:10 am GridCut is a fast maxflow / mincut solver optimized for grid-like graphs. The solver is based on the Boykov-Kolmogorov (BK) algorithm and it exploits the grid structure to obtain the solution faster while [...]
Outliner - edge detection using contour dots algorithm
Posted by wladik on June 3, 2012 at 3:47 pm This open-source project demonstrates a new edge detection algorithm.  The vector-defined rectangular shapes, called contour dots, are hovering above the pixels of the raster image.  The statistics [...]
Discrete-Continuous Optimization for Multi-Target Tracking
Posted by maksiu on May 31, 2012 at 10:45 am The following code package accompanies the paper Anton Andriyenko, Konrad Schindler, and Stefan Roth.Discrete-Continuous Optimization for Multi-Target TrackingIn: IEEE Conference on Computer [...]
Caltech Lane Detection Software
January 15, 2012 at 1:27 pm This package contains C/C++ and Matlab source code that implements the work in [1]. It implements a real time lane detection system for single images by fitting robust Bezier splines. It can detect all [...]
Karhunen-Loeve Decomposition for Statistical Recognition and Detection
January 15, 2012 at 1:22 pm This MATLAB script implements Karhunen-Loeve decomposition which is classical algorithm for face recognition and detection. Script uses ATT faces database.Computing Eigenvalues and Eigenvectors of images [...]
Finite Iterative Closest Point
January 15, 2012 at 1:21 pm This function ICP_FINITE is an kind of Iterative Closest Point(ICP) registration algorithm for 3D point clouds (like vertice data of meshes ) using finite difference methods.Normal ICP solves translation [...]
Inverse compositional Active Appearance Models
January 15, 2012 at 1:20 pm This is an implementation of real-time inverse compositional Active Appearance Models (AAMs), as described in the "Active Appearance Models Revisited" paper by Iain Matthews and Simon Baker.Experimental [...]
Hough Forests (C/C++ code): Class-Specific Hough Forests for Object Detection
January 7, 2012 at 10:13 pm Class-Specific Hough Forests for Object DetectionJuergen Gall and Victor LempitskyWe present a method for the detection of instances of an object class, such as cars or pedestrians, in natural [...]
Region Growing (by Dirk-Jan Kroon)
Posted by Computer Vision Central on January 5, 2012 at 9:16 pm Simple but effective example of "Region Growing" from a single seed point.The region is iteratively grown by comparing all unallocated neighbouring pixels to the region. The difference between a pixel's [...]
Lucas Kanade affine template tracking (by Dirk-Jan Kroon)
Posted by Computer Vision Central on January 5, 2012 at 9:13 pm Description: This is an affine Lucas Kanade template tracker, which performs template tracking between movie frames. For example, to follow cars, moving coronary arteries or measure camera rotation.The [...]
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