计算机视觉与模式识别代码合集第二版one
2014-12-10 18:36
716 查看
Topic | Name | Reference | code |
Feature Detection, Feature Extraction, and Action Recognition | Space-Time Interest Points (STIP) | I. Laptev, On Space-Time Interest Points, IJCV, 2005 and I. Laptev and T. Lindeberg, On Space-Time Interest Points, IJCV 2005 | |
Action Recognition | 3D Gradients (HOG3D) | A. Klaser, M. Marszaek, and C. Schmid, BMVC, 2008. | code |
Action Recognition | Dense Trajectories Video Description | H. Wang and A. Klaser and C. Schmid and C.- L. Liu, Action Recognition by Dense Trajectories, CVPR, 2011 | code |
Alpha Matting | Spectral Matting | A. Levin, A. Rav-Acha, D. Lischinski. Spectral Matting. PAMI 2008 | code |
Alpha Matting | Shared Matting | ESL Gastal and MM Oliveira, Computer Graphics Forum, 2010 | code |
Alpha Matting | Bayesian Matting | YY Chuang, B. Curless, DH Salesin, and R. Szeliski, A Bayesian Approach to Digital Matting, CVPR, 2001 | code |
Alpha Matting | Closed Form Matting | A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting, PAMI 2008. | code |
Alpha Matting | Learning-based Matting | Y. Zheng and C. Kambhamettu, Learning Based Digital Matting, ICCV 2009 | code |
Camera Calibration | Camera Calibration Toolbox for Matlab | http://www.vision.caltech.edu/bouguetj/calib_doc/htmls/ref.html | code |
Camera Calibration | EasyCamCalib | J. Barreto, J. Roquette, P. Sturm, and F. Fonseca, Automatic camera calibration applied to medical endoscopy, BMVC, 2009 | code |
Camera Calibration | Epipolar Geometry Toolbox | GL Mariottini, D. Prattichizzo, EGT: a Toolbox for Multiple View Geometry and Visual Servoing, IEEE Robotics & Automation Magazine, 2005 | code |
Clustering | Spectral Clustering - UW Project | code | |
Clustering | Spectral Clustering - UCSD Project | code | |
Clustering | Self-Tuning Spectral Clustering | code | |
Clustering | K-Means - Oxford Code | code | |
Clustering | K-Means - VLFeat | code | |
Common Visual Pattern Discovery | Sketching the Common | S. Bagon, O. Brostovsky, M. Galun and M. Irani, Detecting and Sketching the Common, CVPR 2010 | code |
Common Visual Pattern Discovery | Common Visual Pattern Discovery via Spatially Coherent Correspondences | H. Liu, S. Yan, "Common Visual Pattern Discovery via Spatially Coherent Correspondences", CVPR 2010 | code |
Density Estimation | Kernel Density Estimation Toolbox | code | |
Depth Sensor | Kinect SDK | http://www.microsoft.com/en-us/kinectforwindows/ | code |
Dimension Reduction | ISOMAP | code | |
Dimension Reduction | LLE | code | |
Dimension Reduction | Laplacian Eigenmaps | code | |
Dimension Reduction | Diffusion maps | code | |
Dimension Reduction | Dimensionality Reduction Toolbox | code | |
Distance Metric Learning | Matlab Toolkit for Distance Metric Learning | code | |
Distance Transformation | Distance Transforms of Sampled Functions | code | |
Feature Detection | Canny Edge Detection | J. Canny, A Computational Approach To Edge Detection, PAMI, 1986 | code |
Feature Detection | FAST Corner Detection | E. Rosten and T. Drummond, Machine learning for high-speed corner detection, ECCV, 2006 | code |
Feature Detection | Edge Foci Interest Points | L. Zitnickand K. Ramnath, Edge Foci Interest Points, ICCV, 2011 | code |
Feature Detection | Boundary Preserving Dense Local Regions | J. Kim and K. Grauman, Boundary Preserving Dense Local Regions, CVPR 2011 | code |
Feature Extraction | BRIEF: Binary Robust Independent Elementary Features | M. Calonder, V. Lepetit, C. Strecha, P. Fua, BRIEF: Binary Robust Independent Elementary Features, ECCV 2010 | code |
Feature Detection andFeature Extraction | Scale-invariant feature transform (SIFT) - VLFeat | D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004. | code |
Feature Detection andFeature Extraction | Scale-invariant feature transform (SIFT) - Demo Software | D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004. | code |
Feature Extraction | Global and Efficient Self-Similarity | T. Deselaers and V. Ferrari. Global and Efficient Self-Similarity for Object Classification and Detection. CVPR 2010and T. Deselaers, V. Ferrari, Global and Efficient Self-Similarity for Object Classification and Detection, CVPR 2010 | code |
Feature Detection andFeature Extraction | Affine-SIFT | JM Morel and G.Yu, ASIFT, A new framework for fully affine invariant image comparison. SIAM Journal on Imaging Sciences, 2009 | code |
Feature Detection andFeature Extraction | Geometric Blur | AC Berg, TL Berg, and J. Malik. Shape matching and object recognition using low distortion correspondences. CVPR, 2005 | code |
Feature Extraction | PCA-SIFT | Y. Ke and R. Sukthankar, PCA-SIFT: A More Distinctive Representation for Local Image Descriptors,CVPR, 2004 | code |
Feature Detection andFeature Extraction | Scale-invariant feature transform (SIFT) - Library | D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, IJCV 2004. | code |
Feature Detection andFeature Extraction | Groups of Adjacent Contour Segments | V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid, Groups of Adjacent Contour Segments for Object Detection, PAMI, 2007 | code |
Feature Detection andFeature Extraction | Speeded Up Robust Feature (SURF) - Matlab Wrapper | H. Bay, T. Tuytelaars and LV Gool SURF: Speeded Up Robust Features, ECCV, 2006 | code |
Feature Extraction | Shape Context | S. Belongie, J. Malik and J. Puzicha. Shape matching and object recognition using shape contexts, PAMI, 2002 | code |
Feature Detection andFeature Extraction | Speeded Up Robust Feature (SURF) - Open SURF | H. Bay, T. Tuytelaars and LV Gool SURF: Speeded Up Robust Features, ECCV, 2006 | code |
Feature Detection andFeature Extraction | Maximally stable extremal regions (MSER) | J. Matas, O. Chum, M. Urba, and T. Pajdla. Robust wide baseline stereo from maximally stable extremal regions. BMVC, 2002 | code |
Feature Extraction | GIST Descriptor | A. Oliva and A. Torralba. Modeling the shape of the scene: a holistic representation of the spatial envelope, IJCV, 2001 | code |
Feature Detection andFeature Extraction | Color Descriptor | KEA van de Sande, T. Gevers and Cees GM Snoek, Evaluating Color Descriptors for Object and Scene Recognition, PAMI, 2010 | code |
Feature Extraction | Local Self-Similarity Descriptor | E. Shechtman and M. Irani. Matching local self-similarities across images and videos, CVPR, 2007 | code |
Topic | Name | Reference | code |
Feature Detection andFeature Extraction | Maximally stable extremal regions (MSER) - VLFeat | J. Matas, O. Chum, M. Urba, and T. Pajdla. Robust wide baseline stereo from maximally stable extremal regions. BMVC, 2002 | code |
Feature Extraction | Pyramids of Histograms of Oriented Gradients (PHOG) | A. Bosch, A. Zisserman, and X. Munoz, Representing shape with a spatial pyramid kernel, CIVR, 2007 | code |
Feature Detection andFeature Extraction | Affine Covariant Features | T. Tuytelaars and K. Mikolajczyk, Local Invariant Feature Detectors: A Survey, Foundations and Trends in Computer Graphics and Vision, 2008 | code |
Feature Extraction | sRD-SIFT | M. Lourenco, JP Barreto and A. Malti, Feature Detection and Matching in Images with Radial Distortion, ICRA 2010 | code |
Graph Matching | Reweighted Random Walks for Graph Matching | M. Cho, J. Lee, and KM Lee, Reweighted Random Walks for Graph Matching, ECCV 2010 | code |
Graph Matching | Hyper-graph Matching via Reweighted Random Walks | J. Lee, M. Cho, KM Lee. "Hyper-graph Matching via Reweighted Random Walks", CVPR 2011 | code |
Illumination, Reflectance, and Shadow | Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences | JF. Lalonde, AA Efros, SG Narasimhan, Webcam Clip Art: Appearance and Illuminant Transfer from Time-lapse Sequences, SIGGRAPH Asia 2009 | code |
Illumination, Reflectance, and Shadow | Ground shadow detection | J.-F. Lalonde, AA Efros, SG Narasimhan, Detecting Ground Shadowsin Outdoor Consumer Photographs, ECCV 2010 | code |
Illumination, Reflectance, and Shadow | Shadow Detection using Paired Region | R. Guo, Q. Dai and D. Hoiem, Single-Image Shadow Detection and Removal using Paired Regions, CVPR 2011 | code |
Illumination, Reflectance, and Shadow | Real-time Specular Highlight Removal | Q. Yang, S. Wang and N. Ahuja, Real-time Specular Highlight Removal Using Bilateral Filtering, ECCV 2010 | code |
Illumination, Reflectance, and Shadow | Estimating Natural Illumination from a Single Outdoor Image | JF. Lalonde, AA Efros, SG Narasimhan, Estimating Natural Illumination from a Single Outdoor Image , ICCV 2009 | code |
Illumination, Reflectance, and Shadow | What Does the Sky Tell Us About the Camera? | JF. Lalonde, SG Narasimhan, AA Efros, What Does the Sky Tell Us About the Camera?, ECCV 2008 | code |
Image Classification | Locality-constrained Linear Coding | J. Wang, J. Yang, K. Yu, F. Lv, T. Huang, and Y. Gong. Locality-constrained Linear Coding for Image Classification, CVPR, 2010 | code |
Image Classification | Sparse Coding for Image Classification | J. Yang, K. Yu, Y. Gong, T. Huang, Linear Spatial Pyramid Matching using Sparse Coding for Image Classification, CVPR, 2009 | code |
Image Classification | Texture Classification | M. Varma and A. Zisserman, A statistical approach to texture classification from single images, IJCV2005 | code |
Feature Matching andImage Classification | The Pyramid Match: Efficient Matching for Retrieval and Recognition | K. Grauman and T. Darrell. The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features, ICCV 2005 | code |
Image Classification | Spatial Pyramid Matching | S. Lazebnik, C. Schmid, and J. Ponce. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories, CVPR 2006 | code |
Image Deblurring | Radon Transform | TS Cho, S. Paris, BKP Horn, WT Freeman, Blur kernel estimation using the radon transform, CVPR 2011 | code |
Image Deblurring | Analyzing spatially varying blur | A. Chakrabarti, T. Zickler, and WT Freeman, Analyzing Spatially-varying Blur, CVPR 2010 | code |
Image Denoising,Image Super-resolution, and Image Deblurring | Learning Models of Natural Image Patches | D. Zoran and Y. Weiss, From Learning Models of Natural Image Patches to Whole Image Restoration, ICCV, 2011 | code |
Image Deblurring | Non-blind deblurring (and blind denoising) with integrated noise estimation | U. Schmidt, K. Schelten, and S. Roth. Bayesian deblurring with integrated noise estimation, CVPR 2011 | code |
Image Deblurring | Eficient Marginal Likelihood Optimization in Blind Deconvolution | A. Levin, Y. Weiss, F. Durand, WT Freeman. Efficient Marginal Likelihood Optimization in Blind Deconvolution, CVPR 2011 | code |
Image Deblurring | Richardson-Lucy Deblurring for Scenes under Projective Motion Path | Y.-W. Tai, P. Tan, MS Brown: Richardson-Lucy Deblurring for Scenes under Projective Motion Path, PAMI 2011 | code |
Image Denoising | Sparsity-based Image Denoising | W. Dong, X. Li, L. Zhang and G. Shi, Sparsity-based Image Denoising vis Dictionary Learning and Structural Clustering, CVPR, 2011 | code |
Image Denoising | K-SVD | code | |
Image Denoising | Clustering-based Denoising | P. Chatterjee and P. Milanfar, Clustering-based Denoising with Locally Learned Dictionaries (K-LLD), TIP, 2009 | code |
Image Denoising | BLS-GSM | code | |
Image Denoising | Field of Experts | code | |
Image Denoising | Non-local Means | code | |
Image Denoising | What makes a good model of natural images ? | Y. Weiss and WT Freeman, CVPR 2007 | code |
Image Denoising | BM3D | code | |
Image Denoising | Kernel Regressions | ||
Image Denoising | Gaussian Field of Experts | code | |
Image Denoising | Nonlocal means with cluster trees | T. Brox, O. Kleinschmidt, D. Cremers, Efficient nonlocal means for denoising of textural patterns, TIP 2008 | code |
Image Filtering | GradientShop | P. Bhat, CL Zitnick, M. Cohen, B. Curless, and J. Kim, GradientShop: A Gradient-Domain Optimization Framework for Image and Video Filtering, TOG 2010 | code |
Image Filtering | Weighted Least Squares Filter | Z. Farbman, R. Fattal, D. Lischinski, R. Szeliski, Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation, SIGGRAPH 2008 | code |
Image Filtering | Real-time O(1) Bilateral Filtering | Q. Yang, K.-H. Tan and N. Ahuja, Real-time O(1) Bilateral Filtering, CVPR 2009 | code |
Image Filtering | Guided Image Filtering | K. He, J. Sun, X. Tang, Guided Image Filtering, ECCV 2010 | code |
Image Filtering | Fast Bilateral Filter | S. Paris and F. Durand, A Fast Approximation of the Bilateral Filter using a Signal Processing Approach, ECCV, 2006 | code |
Image Filtering | Image smoothing via L0 Gradient Minimization | L. Xu, C. Lu, Y. Xu, J. Jia, Image smoothing via L0 Gradient Minimization, SIGGRAPH Asia 2011 | code |
Image Filtering | Domain Transformation | E. Gastal, M. Oliveira, Domain Transform for Edge-Aware Image and Video Processing, SIGGRAPH 2011 | code |
Image Processing andImage Filtering | Piotr's Image & Video Matlab Toolbox | Piotr Dollar, Piotr's Image & Video Matlab Toolbox, http://vision.ucsd.edu/~pdollar/toolbox/doc/index.html | code |
Image Filtering | Local Laplacian Filters | S. Paris, S. Hasinoff, J. Kautz, Local Laplacian Filters: Edge-Aware Image Processing with a Laplacian Pyramid, SIGGRAPH 2011 | code |
Image Filtering | SVM for Edge-Preserving Filtering | Q. Yang, S. Wang, and N. Ahuja, SVM for Edge-Preserving Filtering, CVPR 2010 | code |
Image Filtering | Anisotropic Diffusion | P. Perona and J. Malik, Scale-space and edge detection using anisotropic diffusion, PAMI 1990 | code |
相关文章推荐
- 计算机视觉与模式识别代码合集第二版one
- 计算机视觉与模式识别代码合集第二版one
- 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
- 计算机视觉与模式识别代码合集第二版two
- 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two
- 计算机视觉和模式识别 CVPR2016的代码合集
- 计算机视觉和模式识别 CVPR2016的代码合集
- 计算机视觉和模式识别 CVPR2016的代码合集
- UIUC同学Jia-Bin Huang收集的计算机视觉代码合集
- UIUC同学Jia-Bin Huang收集的计算机视觉代码合集(ZZ)
- 2013计算机视觉代码合集二
- UIUC同学Jia-Bin Huang收集的计算机视觉代码合集
- [CODE]UIUC同学Jia-Bin Huang收集的计算机视觉代码合集
- 2013计算机视觉代码合集二
- 2013计算机视觉代码合集三
- 2013计算机视觉代码合集
- 2013计算机视觉代码合集一
- UIUC同学Jia-Bin Huang收集的计算机视觉代码合集