{"repository":{"description":"Jethro's Image Processing Software.Super-Resolution Reconstruction is the most import feature in this software. It’s achieved by the algorithm Single-Image Super Resolution, based on theory of Compressed Sensing. This algorithm uses OMP (Orthogonal Matching Pursuit) to compute the sparse coding of images, K-SVD (K-means Singular Value Decomposition) to learn over-complete dictionary. With the collaboration between OMP and over-complete dictionary, low resolution image can be scaled-up and its high frequency information (texture, edge) can be recovered at some level. The result is better than simple interpolation, eg, linear interpolation, bi-cubic interpolation, etc. This algorithm is implemented using C++&OpenCV. The other features of this software are also implemented using C++&OpenCV. The GUI is designed using QT.","watchers":0,"stargazers":0,"forks":0,"fork":false,"size":0,"owner":"matrix3x3","private":false,"open_issues":0,"has_issues":true,"has_downloads":true,"has_wiki":true,"created_at":"2013-11-10T19:43:30-08:00","pushed_at":"2013-11-10T19:44:18-08:00","master_branch":"master"},"actor_attributes":{"type":"User","name":"JethroZ","location":"SH China","email":"6b01143eb6f576b8f5011fe5b5f14ef49868450a@gmail.com"},"url":"https://github.com/matrix3x3/JsImgProc/compare/master"}