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计算机视觉、机器学习相关领域论文

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AIHGF
发布2019-02-18 11:13:19
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发布2019-02-18 11:13:19
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文章被收录于专栏:AIUAIAIUAI

注:下面有project网站的大部分都有paper和相应的code。Code一般是C/C++或者Matlab代码。

最近一次更新

注:下面有project网站的大部分都有paper和相应的code。Code一般是C/C++或者Matlab代码。

最近一次更新:2013-11-26

一、特征提取FeatureExtraction:

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

·         PCA-SIFT[2] [Project]

·         Affine-SIFT[3] [Project]

·         SURF[4] [OpenSURF][MatlabWrapper]

·         AffineCovariant Features [5] [Oxford project]

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

·         GeometricBlur [7] [Code]

·         LocalSelf-Similarity Descriptor [8] [Oxfordimplementation]

·         Globaland Efficient Self-Similarity [9] [Code]

·         Histogramof Oriented Graidents [10] [INRIA Object LocalizationToolkit] [OLT toolkit forWindows]

·         GIST[11] [Project]

·         ShapeContext [12] [Project]

·         ColorDescriptor [13] [Project]

·         Pyramidsof Histograms of Oriented Gradients [Code]

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

·         BoundaryPreserving Dense Local Regions [15][Project]

·         WeightedHistogram[Code]

·         Histogram-basedInterest Points Detectors[Paper][Code]

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

·         FastSparse Representation with Prototypes[Project]

·         CornerDetection [Project]

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

·         Real-timeFacial Feature Detection using Conditional RegressionForests[Project]

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

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

·       HOG[Project]

·       Online Selection ofDiscriminative Tracking Features[Project]

二、图像分割ImageSegmentation:

·           NormalizedCut [1] [Matlab code]

·           GergMori’ Superpixel code [2] [Matlab code]

·           EfficientGraph-based Image Segmentation [3] [C++ code] [Matlabwrapper]

·           Mean-ShiftImage Segmentation [4] [EDISONC++ code] [Matlabwrapper]

·           OWT-UCMHierarchical Segmentation [5] [Resources]

·           Turbepixels[6] [Matlabcode 32bit] [Matlab code 64bit][Updatedcode]

·           Quick-Shift[7] [VLFeat]

·           SLICSuperpixels [8] [Project]

·           Segmentationby Minimum Code Length [9] [Project]

·           BiasedNormalized Cut [10] [Project]

·           SegmentationTree [11-12] [Project]

·           EntropyRate Superpixel Segmentation [13] [Code]

·           FastApproximate Energy Minimization via Graph Cuts[Paper][Code]

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

·           IsoperimetricGraph Partitioning for Image Segmentation[Paper][Code]

·           RandomWalks for Image Segmentation[Paper][Code]

·           BlossomV: A new implementation of a minimum cost perfect matchingalgorithm[Code]

·           AnExperimental Comparison of Min-Cut/Max-Flow Algorithms for EnergyMinimization in Computer Vision[Paper][Code]

·           GeodesicStar Convexity for Interactive Image Segmentation[Project]

·           ContourDetection and Image Segmentation Resources[Project][Code]

·           BiasedNormalized Cuts[Project]

·           Max-flow/min-cut[Project]

·           Chan-VeseSegmentation using Level Set[Project]

·           AToolbox of Level Set Methods[Project]

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

·           ImprovedC-V active contour model[Paper][Code]

·           AVariational Multiphase Level Set Approach to SimultaneousSegmentation and Bias Correction[Paper][Code]

·        Level Set Method Research by ChunmingLi[Project]

·        ClassCut for Unsupervised ClassSegmentation[code]

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

三、目标检测ObjectDetection:

·           Asimple object detector with boosting [Project]

·           INRIAObject Detection and Localization Toolkit [1] [Project]

·           DiscriminativelyTrained Deformable Part Models [2] [Project]

·           CascadeObject Detection with Deformable Part Models [3] [Project]

·           Poselet[4] [Project]

·           ImplicitShape Model [5] [Project]

·           Violaand Jones’s Face Detection [6] [Project]

·           BayesianModelling of Dyanmic Scenes for Object Detection[Paper][Code]

·           Handdetection using multiple proposals[Project]

·           ColorConstancy, Intrinsic Images, and Shape Estimation[Paper][Code]

·           Discriminativelytrained deformable part models[Project]

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

·           ImageProcessing On Line[Project]

·           RobustOptical Flow Estimation[Project]

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

·           ScalableMulti-class Object Detection[Project]

·           Class-SpecificHough Forests for Object Detection[Project]

·       Deformed Lattice Detection InReal-World Images[Project]

·       Discriminatively traineddeformable part models[Project]

四、显著性检测SaliencyDetection:

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

·           Frequency-tunedsalient region detection [2] [Project]

·           Saliencydetection using maximum symmetric surround [3] [Project]

·           Attentionvia Information Maximization [4] [Matlab code]

·           Context-awaresaliency detection [5] [Matlabcode]

·           Graph-basedvisual saliency [6] [Matlab code]

·           Saliencydetection: A spectral residual approach. [7] [Matlabcode]

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

·           SaliencyUsing Natural statistics. [9] [Matlab code]

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

·           Learningto Predict Where Humans Look [11] [Project]

·           GlobalContrast based Salient Region Detection [12] [Project]

·           BayesianSaliency via Low and Mid Level Cues[Project]

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

·       Saliency Detection: A SpectralResidual Approach[Code]

五、图像分类、聚类ImageClassification, Clustering

·           PyramidMatch [1] [Project]

·           SpatialPyramid Matching [2] [Code]

·           Locality-constrainedLinear Coding [3] [Project] [Matlabcode]

·           SparseCoding [4] [Project] [Matlabcode]

·           TextureClassification [5] [Project]

·           MultipleKernels for Image Classification [6] [Project]

·           FeatureCombination [7] [Project]

·           SuperParsing[Code]

·           LargeScale Correlation Clustering Optimization[Matlabcode]

·           Detectingand Sketching the Common[Project]

·           Self-TuningSpectral Clustering[Project][Code]

·           UserAssisted Separation of Reflections from a Single Image Using aSparsity Prior[Paper][Code]

·           Filtersfor Texture Classification[Project]

·           MultipleKernel Learning for Image Classification[Project]

·        SLIC Superpixels[Project]

六、抠图ImageMatting

·           AClosed Form Solution to Natural Image Matting [Code]

·           SpectralMatting [Project]

·           Learning-basedMatting [Code]

七、目标跟踪ObjectTracking:

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

·           ObjectTracking via Partial Least Squares Analysis[Paper][Code]

·           RobustObject Tracking with Online Multiple Instance Learning[Paper][Code]

·           OnlineVisual Tracking with Histograms and Articulating Blocks[Project]

·           IncrementalLearning for Robust Visual Tracking[Project]

·           Real-timeCompressive Tracking[Project]

·           RobustObject Tracking via Sparsity-based Collaborative Model[Project]

·           VisualTracking via Adaptive Structural Local Sparse AppearanceModel[Project]

·           OnlineDiscriminative Object Tracking with Local SparseRepresentation[Paper][Code]

·           SuperpixelTracking[Project]

·           LearningHierarchical Image Representation with Sparsity, Saliency andLocality[Paper][Code]

·           OnlineMultiple Support Instance Tracking [Paper][Code]

·           VisualTracking with Online Multiple Instance Learning[Project]

·           Objectdetection and recognition[Project]

·           CompressiveSensing Resources[Project]

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

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

·           theHandVu:vision-based hand gesture interface[Project]

·         Learning ProbabilisticNon-Linear Latent Variable Models for Tracking ComplexActivities[Project]

八、Kinect:

·           Kinecttoolbox[Project]

·           OpenNI[Project]

·           zouxy09CSDN Blog[Resource]

·           FingerTracker手指跟踪[code]

九、3D相关:

·           3DReconstruction of a Moving Object[Paper][Code]

·           ShapeFrom Shading Using Linear Approximation[Code]

·           CombiningShape from Shading and Stereo Depth Maps[Project][Code]

·           Shapefrom Shading: A Survey[Paper][Code]

·           ASpatio-Temporal Descriptor based on 3D Gradients (HOG3D)[Project][Code]

·           Multi-cameraScene Reconstruction via Graph Cuts[Paper][Code]

·           AFast Marching Formulation of Perspective Shape from Shading underFrontal Illumination[Paper][Code]

·           Reconstruction:3DShape, Illumination, Shading, Reflectance, Texture[Project]

·           MonocularTracking of 3D Human Motion with a Coordinated Mixture of FactorAnalyzers[Code]

·           Learning3-D Scene Structure from a Single Still Image[Project]

十、机器学习算法:

·           Matlabclass for computing Approximate Nearest Nieghbor (ANN) [Matlabclass providing interface toANN library]

·           RandomSampling[code]

·           ProbabilisticLatent Semantic Analysis (pLSA)[Code]

·           FASTANNand FASTCLUSTER for approximate k-means (AKM)[Project]

·           FastIntersection / Additive Kernel SVMs[Project]

·           SVM[Code]

·           Ensemblelearning[Project]

·           DeepLearning[Net]

·           DeepLearning Methods for Vision[Project]

·           NeuralNetwork for Recognition of Handwritten Digits[Project]

·           Traininga deep autoencoder or a classifier on MNIST digits[Project]

·        THE MNIST DATABASE of handwrittendigits[Project]

·        Ersatz:deep neural networks in thecloud[Project]

·        Deep Learning [Project]

·        sparseLM : Sparse Levenberg-Marquardt nonlinearleast squares in C/C++[Project]

·        Weka 3: Data Mining Software in Java[Project]

·        Invited talk "A Tutorial on Deep Learning" by Dr.Kai Yu (余凯)[Video]

·        CNN - Convolutional neural networkclass[MatlabTool]

·        Yann LeCun's Publications[Wedsite]

·        LeNet-5, convolutional neural networks[Project]

·        Training a deep autoencoder or a classifier onMNIST digits[Project]

·        Deep Learning 大牛Geoffrey E. Hinton'sHomePage[Website]

·       Multiple Instance LogisticDiscriminant-based Metric Learning (MildML) and LogisticDiscriminant-based Metric Learning (LDML)[Code]

·       Sparse coding simulationsoftware[Project]

·       Visual Recognition and MachineLearning Summer School[Software]

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原始发表:2014年03月11日,如有侵权请联系 cloudcommunity@tencent.com 删除

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