• 计算机视觉、机器学习相关领域论文和源代码小集合


    一、特征提取Feature Extraction:

    ·         SIFT [1] [Demo program][SIFT Library] [VLFeat]

    ·         PCA-SIFT [2] [Project]

    ·         Affine-SIFT [3] [Project]

    ·         SURF [4] [OpenSURF] [Matlab Wrapper]

    ·         Affine Covariant Features [5] [Oxford project]

    ·         MSER [6] [Oxford project] [VLFeat]

    ·         Geometric Blur [7] [Code]

    ·         Local Self-Similarity Descriptor [8] [Oxford implementation]

    ·         Global and Efficient Self-Similarity [9] [Code]

    ·         Histogram of Oriented Graidents [10] [INRIA Object Localization Toolkit] [OLT toolkit for Windows]

    ·         GIST [11] [Project]

    ·         Shape Context [12] [Project]

    ·         Color Descriptor [13] [Project]

    ·         Pyramids of Histograms of Oriented Gradients [Code]

    ·         Space-Time Interest Points (STIP) [14][Project] [Code]

    ·         Boundary Preserving Dense Local Regions [15][Project]

    ·         Weighted Histogram[Code]

    ·         Histogram-based Interest Points Detectors[Paper][Code]

    ·         An OpenCV - C++ implementation of Local Self Similarity Descriptors [Project]

    ·         Fast Sparse Representation with Prototypes[Project]

    ·         Corner Detection [Project]

    ·         AGAST Corner Detector: faster than FAST and even FAST-ER[Project]

    ·         Real-time Facial Feature Detection using Conditional Regression Forests[Project]

    ·         Global and Efficient Self-Similarity for Object Classification and Detection[code]

    ·         WαSH: Weighted α-Shapes for Local Feature Detection[Project]

    ·         HOG[Project]

    ·         Online Selection of Discriminative Tracking Features[Project]

                            

    二、图像分割Image Segmentation:

    ·           Normalized Cut [1] [Matlab code]

    ·           Gerg Mori’ Superpixel code [2] [Matlab code]

    ·           Efficient Graph-based Image Segmentation [3] [C++ code] [Matlab wrapper]

    ·           Mean-Shift Image Segmentation [4] [EDISON C++ code] [Matlab wrapper]

    ·           OWT-UCM Hierarchical Segmentation [5] [Resources]

    ·           Turbepixels [6] [Matlab code 32bit] [Matlab code 64bit] [Updated code]

    ·           Quick-Shift [7] [VLFeat]

    ·           SLIC Superpixels [8] [Project]

    ·           Segmentation by Minimum Code Length [9] [Project]

    ·           Biased Normalized Cut [10] [Project]

    ·           Segmentation Tree [11-12] [Project]

    ·           Entropy Rate Superpixel Segmentation [13] [Code]

    ·           Fast Approximate Energy Minimization via Graph Cuts[Paper][Code]

    ·           Efficient Planar Graph Cuts with Applications in Computer Vision[Paper][Code]

    ·           Isoperimetric Graph Partitioning for Image Segmentation[Paper][Code]

    ·           Random Walks for Image Segmentation[Paper][Code]

    ·           Blossom V: A new implementation of a minimum cost perfect matching algorithm[Code]

    ·           An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Computer Vision[Paper][Code]

    ·           Geodesic Star Convexity for Interactive Image Segmentation[Project]

    ·           Contour Detection and Image Segmentation Resources[Project][Code]

    ·           Biased Normalized Cuts[Project]

    ·           Max-flow/min-cut[Project]

    ·           Chan-Vese Segmentation using Level Set[Project]

    ·           A Toolbox of Level Set Methods[Project]

    ·           Re-initialization Free Level Set Evolution via Reaction Diffusion[Project]

    ·           Improved C-V active contour model[Paper][Code]

    ·           A Variational Multiphase Level Set Approach to Simultaneous Segmentation and Bias Correction[Paper][Code]

    ·          Level Set Method Research by Chunming Li[Project]

    ·          ClassCut for Unsupervised Class Segmentation[code]

    ·         SEEDS: Superpixels Extracted via Energy-Driven Sampling [Project][other]

     

    三、目标检测Object Detection:

    ·           A simple object detector with boosting [Project]

    ·           INRIA Object Detection and Localization Toolkit [1] [Project]

    ·           Discriminatively Trained Deformable Part Models [2] [Project]

    ·           Cascade Object Detection with Deformable Part Models [3] [Project]

    ·           Poselet [4] [Project]

    ·           Implicit Shape Model [5] [Project]

    ·           Viola and Jones’s Face Detection [6] [Project]

    ·           Bayesian Modelling of Dyanmic Scenes for Object Detection[Paper][Code]

    ·           Hand detection using multiple proposals[Project]

    ·           Color Constancy, Intrinsic Images, and Shape Estimation[Paper][Code]

    ·           Discriminatively trained deformable part models[Project]

    ·           Gradient Response Maps for Real-Time Detection of Texture-Less Objects: LineMOD [Project]

    ·           Image Processing On Line[Project]

    ·           Robust Optical Flow Estimation[Project]

    ·           Where's Waldo: Matching People in Images of Crowds[Project]

    ·           Scalable Multi-class Object Detection[Project]

    ·           Class-Specific Hough Forests for Object Detection[Project]

    ·         Deformed Lattice Detection In Real-World Images[Project]

    ·         Discriminatively trained deformable part models[Project]

     

    四、显著性检测Saliency Detection:

    ·           Itti, Koch, and Niebur’ saliency detection [1] [Matlab code]

    ·           Frequency-tuned salient region detection [2] [Project]

    ·           Saliency detection using maximum symmetric surround [3] [Project]

    ·           Attention via Information Maximization [4] [Matlab code]

    ·           Context-aware saliency detection [5] [Matlab code]

    ·           Graph-based visual saliency [6] [Matlab code]

    ·           Saliency detection: A spectral residual approach. [7] [Matlab code]

    ·           Segmenting salient objects from images and videos. [8] [Matlab code]

    ·           Saliency Using Natural statistics. [9] [Matlab code]

    ·           Discriminant Saliency for Visual Recognition from Cluttered Scenes. [10] [Code]

    ·           Learning to Predict Where Humans Look [11] [Project]

    ·           Global Contrast based Salient Region Detection [12] [Project]

    ·           Bayesian Saliency via Low and Mid Level Cues[Project]

    ·           Top-Down Visual Saliency via Joint CRF and Dictionary Learning[Paper][Code]

    ·         Saliency Detection: A Spectral Residual Approach[Code]

     

    五、图像分类、聚类Image Classification, Clustering

    ·           Pyramid Match [1] [Project]

    ·           Spatial Pyramid Matching [2] [Code]

    ·           Locality-constrained Linear Coding [3] [Project] [Matlab code]

    ·           Sparse Coding [4] [Project] [Matlab code]

    ·           Texture Classification [5] [Project]

    ·           Multiple Kernels for Image Classification [6] [Project]

    ·           Feature Combination [7] [Project]

    ·           SuperParsing [Code]

    ·           Large Scale Correlation Clustering Optimization[Matlab code]

    ·           Detecting and Sketching the Common[Project]

    ·           Self-Tuning Spectral Clustering[Project][Code]

    ·           User Assisted Separation of Reflections from a Single Image Using a Sparsity Prior[Paper][Code]

    ·           Filters for Texture Classification[Project]

    ·           Multiple Kernel Learning for Image Classification[Project]

    ·          SLIC Superpixels[Project]

     

    六、抠图Image Matting

    ·           A Closed Form Solution to Natural Image Matting [Code]

    ·           Spectral Matting [Project]

    ·           Learning-based Matting [Code]

     

    七、目标跟踪Object Tracking:

    ·           A Forest of Sensors - Tracking Adaptive Background Mixture Models [Project]

    ·           Object Tracking via Partial Least Squares Analysis[Paper][Code]

    ·           Robust Object Tracking with Online Multiple Instance Learning[Paper][Code]

    ·           Online Visual Tracking with Histograms and Articulating Blocks[Project]

    ·           Incremental Learning for Robust Visual Tracking[Project]

    ·           Real-time Compressive Tracking[Project]

    ·           Robust Object Tracking via Sparsity-based Collaborative Model[Project]

    ·           Visual Tracking via Adaptive Structural Local Sparse Appearance Model[Project]

    ·           Online Discriminative Object Tracking with Local Sparse Representation[Paper][Code]

    ·           Superpixel Tracking[Project]

    ·           Learning Hierarchical Image Representation with Sparsity, Saliency and Locality[Paper][Code]

    ·           Online Multiple Support Instance Tracking [Paper][Code]

    ·           Visual Tracking with Online Multiple Instance Learning[Project]

    ·           Object detection and recognition[Project]

    ·           Compressive Sensing Resources[Project]

    ·           Robust Real-Time Visual Tracking using Pixel-Wise Posteriors[Project]

    ·           Tracking-Learning-Detection[Project][OpenTLD/C++ Code]

    ·           the HandVu:vision-based hand gesture interface[Project]

    ·           Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities[Project]

     

    八、Kinect:

    ·           Kinect toolbox[Project]

    ·           OpenNI[Project]

    ·           zouxy09 CSDN Blog[Resource]

    ·           FingerTracker 手指跟踪[code]

     

    参考文档:

    1 https://blog.csdn.net/u010025211/article/details/47147299 

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  • 原文地址:https://www.cnblogs.com/dylancao/p/9066411.html
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