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