计算机视觉与模式识别代码合集第二版three

计算机视觉与模式识别代码合集第二版three

Topic	Name	Reference	code
Optical Flow	Horn and Schunck's Optical Flow		code
Optical Flow	Black and Anandan's Optical Flow		code
Pose Estimation	Training Deformable Models for Localization	Ramanan, D. "Learning to Parse Images of Articulated Bodies."NIPS 2006	code
Pose Estimation	Calvin Upper-Body Detector	E. Marcin, F. Vittorio, Better Appearance Models for Pictorial Structures, BMVC 2009	code
Pose Estimation	Articulated Pose Estimation using Flexible Mixtures of Parts	Y. Yang, D. Ramanan, Articulated Pose Estimation using Flexible Mixtures of Parts, CVPR 2011	code
Pose Estimation	Estimating Human Pose from Occluded Images	J.-B. Huang and M.-H. Yang, Estimating Human Pose from Occluded Images, ACCV 2009	code
Saliency Detection	Saliency detection: A spectral residual approach	X. Hou and L. Zhang. Saliency detection: A spectral residual approach. CVPR, 2007	code
Saliency Detection	Saliency Using Natural statistics	L. Zhang, M. Tong, T. Marks, H. Shan, and G. Cottrell. Sun: A bayesian framework for saliency using natural statistics. Journal of Vision, 2008	code
Saliency Detection	Attention via Information Maximization	N. Bruce and J. Tsotsos. Saliency based on information maximization. In NIPS, 2005	code
Saliency Detection	Itti, Koch, and Niebur' saliency detection	L. Itti, C. Koch, and E. Niebur. A model of saliency-based visual attention for rapid scene analysis. PAMI, 1998	code
Saliency Detection	Frequency-tuned salient region detection	R. Achanta, S. Hemami, F. Estrada, and S. Susstrunk.Frequency-tuned salient region detection. In CVPR, 2009	code
Saliency Detection	Saliency-based video segmentation	K. Fukuchi, K. Miyazato, A. Kimura, S. Takagi and J. Yamato, Saliency-based video segmentation with graph cuts and sequentially updated priors, ICME 2009	code
Saliency Detection	Segmenting salient objects from images and videos	E. Rahtu, J. Kannala, M. Salo, and J. Heikkila. Segmenting salient objects from images and videos. CVPR, 2010	code
Saliency Detection	Graph-based visual saliency	J. Harel, C. Koch, and P. Perona. Graph-based visual saliency.NIPS, 2007	code
Saliency Detection	Learning to Predict Where Humans Look	T. Judd and K. Ehinger and F. Durand and A. Torralba, Learning to Predict Where Humans Look, ICCV, 2009	code
Saliency Detection	Spectrum Scale Space based Visual Saliency	J Li, M D. Levine, X An and H. He, Saliency Detection Based on Frequency and Spatial Domain Analyses, BMVC 2011	code
Saliency Detection	Discriminant Saliency for Visual Recognition from Cluttered Scenes	D. Gao and N. Vasconcelos, Discriminant Saliency for Visual Recognition from Cluttered Scenes, NIPS, 2004	code
Saliency Detection	Context-aware saliency detection	S. Goferman, L. Zelnik-Manor, and A. Tal. Context-aware saliency detection. In CVPR, 2010.	code
Saliency Detection	Saliency detection using maximum symmetric surround	R. Achanta and S. Susstrunk. Saliency detection using maximum symmetric surround. In ICIP, 2010	code
Saliency Detection	Global Contrast based Salient Region Detection	M.-M. Cheng, G.-X. Zhang, NJ Mitra, X. Huang, S.-M. Hu. Global Contrast based Salient Region Detection. CVPR, 2011	code
Saliency Detection	Learning Hierarchical Image Representation with Sparsity, Saliency and Locality	J. Yang and M.-H. Yang, Learning Hierarchical Image Representation with Sparsity, Saliency and Locality, BMVC 2011
Sparse Representation	Centralized Sparse Representation for Image Restoration	W. Dong, L. Zhang and G. Shi, “Centralized Sparse Representation for Image Restoration,” ICCV 2011	code
Sparse Representation	Efficient sparse coding algorithms	H. Lee, A. Battle, R. Rajat and AY Ng, Efficient sparse coding algorithms, NIPS 2007	code
Sparse Representation	Fisher Discrimination Dictionary Learning for Sparse Representation	M. Yang, L. Zhang, X. Feng and D. Zhang, Fisher Discrimination Dictionary Learning for Sparse Representation, ICCV 2011	code
Sparse Representation	Robust Sparse Coding for Face Recognition	M. Yang, L. Zhang, J. Yang and D. Zhang, “Robust Sparse Coding for Face Recognition,” CVPR 2011	code
Sparse Representation	Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing	M. Elad, Sparse and Redundant Representations: From Theory to Applications in Signal and Image Processing	code
Sparse Representation	SPArse Modeling Software	J. Mairal, F. Bach, J. Ponce and G. Sapiro. Online Learning for Matrix Factorization and Sparse Coding, JMLR 2010	code
Sparse Representation	Sparse coding simulation software	Olshausen BA, Field DJ, "Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images", Nature 1996	code
Sparse Representation	A Linear Subspace Learning Approach via Sparse Coding	L. Zhang, P. Zhu, Q. Hu and D. Zhang, “A Linear Subspace Learning Approach via Sparse Coding,” ICCV 2011	code
Stereo	Constant-Space Belief Propagation	Q. Yang, L. Wang, and N. Ahuja, A Constant-Space Belief Propagation Algorithm for Stereo Matching, CVPR 2010	code
Stereo	Stereo Evaluation	D. Scharstein and R. Szeliski. A taxonomy and evaluation of dense two-frame stereo correspondence algorithms, IJCV 2001	code
Image Denoising andStereo Matching	Efficient Belief Propagation for Early Vision	PF Felzenszwalb and DP Huttenlocher, Efficient Belief Propagation for Early Vision, IJCV, 2006	code
Structure from motion	Nonrigid Structure From Motion in Trajectory Space		code
Structure from motion	libmv		code
Structure from motion	Bundler	N. Snavely, S M. Seitz, R Szeliski. Photo Tourism: Exploring image collections in 3D. SIGGRAPH 2006	code
Structure from motion	FIT3D		code
Structure from motion	VisualSFM : A Visual Structure from Motion System		code
Structure from motion	OpenSourcePhotogrammetry		code
Structure from motion	Structure and Motion Toolkit in Matlab		code
Structure from motion	Structure from Motion toolbox for Matlab by Vincent Rabaud		code
Subspace Learning	Generalized Principal Component Analysis	R. Vidal, Y. Ma and S. Sastry. Generalized Principal Component Analysis (GPCA), CVPR 2003	code
Text Recognition	Text recognition in the wild	K. Wang, B. Babenko, and S. Belongie, End-to-end Scene Text Recognition, ICCV 2011	code
Text Recognition	Neocognitron for handwritten digit recognition	K. Fukushima: "Neocognitron for handwritten digit recognition", Neurocomputing, 2003	code
Texture Synthesis	Image Quilting for Texture Synthesis and Transfer	AA Efros and WT Freeman, Image Quilting for Texture Synthesis and Transfer, SIGGRAPH 2001	code

Topic	Name	Reference		code
Visual Tracking	GPU Implementation of Kanade-Lucas-Tomasi Feature Tracker		S. N Sinha, J.-M. Frahm, M. Pollefeys and Y. Genc, Feature Tracking and Matching in Video Using Programmable Graphics Hardware, MVA, 2007	code
Visual Tracking	Superpixel Tracking		S. Wang, H. Lu, F. Yang, and M.-H. Yang, Superpixel Tracking, ICCV 2011	code
Visual Tracking	Tracking with Online Multiple Instance Learning		B. Babenko, M.-H. Yang, S. Belongie, Visual Tracking with Online Multiple Instance Learning, PAMI 2011	code
Visual Tracking	Motion Tracking in Image Sequences		C. Stauffer and WEL Grimson. Learning patterns of activity using real-time tracking, PAMI, 2000	code
Visual Tracking	L1 Tracking		X. Mei and H. Ling, Robust Visual Tracking using L1 Minimization, ICCV, 2009	code
Visual Tracking	Online Discriminative Object Tracking with Local Sparse Representation		Q. Wang, F. Chen, W. Xu, and M.-H. Yang, Online Discriminative Object Tracking with Local Sparse Representation, WACV 2012	code
Visual Tracking	KLT: An Implementation of the Kanade-Lucas-Tomasi Feature Tracker		BD Lucas and T. Kanade. An Iterative Image Registration Technique with an Application to Stereo Vision. IJCAI, 1981	code
Visual Tracking	Online boosting trackers		H. Grabner, and H. Bischof, On-line Boosting and Vision, CVPR, 2006	code
Visual Tracking	Visual Tracking Decomposition		J Kwon and KM Lee, Visual Tracking Decomposition, CVPR 2010	code
Visual Tracking	Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects		H. Pirsiavash, D. Ramanan, C. Fowlkes. "Globally-Optimal Greedy Algorithms for Tracking a Variable Number of Objects, CVPR 2011	code
Visual Tracking	Lucas-Kanade affine template tracking		S. Baker and I. Matthews, Lucas-Kanade 20 Years On: A Unifying Framework, IJCV 2002	code
Visual Tracking	Object Tracking		A. Yilmaz, O. Javed and M. Shah, Object Tracking: A Survey, ACM Journal of Computing Surveys, Vol. 38, No. 4, 2006	code
Visual Tracking	Visual Tracking with Histograms and Articulating Blocks		SM Shshed Nejhum, J. Ho, and M.-H.Yang, Visual Tracking with Histograms and Articulating Blocks, CVPR 2008	code
Visual Tracking	Tracking using Pixel-Wise Posteriors		C. Bibby and I. Reid, Tracking using Pixel-Wise Posteriors, ECCV 2008	code
Visual Tracking	Incremental Learning for Robust Visual Tracking		D. Ross, J. Lim, R.-S. Lin, M.-H. Yang, Incremental Learning for Robust Visual Tracking, IJCV 2007	code
Visual Tracking	Particle Filter Object Tracking			code

一共248篇。one：47、two：45、three：
49、four：
47、five：
44、six：
16。