計(jì)算機(jī)視覺、機(jī)器學(xué)習(xí)相關(guān)領(lǐng)域論文和源代碼大集合

計(jì)算機(jī)視覺、機(jī)器學(xué)習(xí)相關(guān)領(lǐng)域論文和源代碼大集合一、特征提取FeatureExtraction：

SIFT[1][Demoprogram][SIFTLibrary][VLFeat]

PCA-SIFT[2][Project]

Affine-SIFT[3][Project]

SURF[4][OpenSURF][MatlabWrapper]

AffineCovariantFeatures[5][Oxfordproject]

MSER[6][Oxfordproject][VLFeat]

GeometricBlur[7][Code]

LocalSelf-SimilarityDescriptor[8][Oxfordimplementation]

GlobalandEfficientSelf-Similarity[9][Code]

HistogramofOrientedGraidents[10][INRIAObjectLocalizationToolkit][OLTtoolkitforWindows]

GIST[11][Project]

ShapeContext[12][Project]

ColorDescriptor[13][Project]

PyramidsofHistogramsofOrientedGradients[Code]

Space-TimeInterestPoints(STIP)[14][Project][Code]

BoundaryPreservingDenseLocalRegions[15][Project]

WeightedHistogram[Code]

Histogram-basedInterestPointsDetectors[Paper][Code]

AnOpenCV-C++implementationofLocalSelfSimilarityDescriptors[Project]

FastSparseRepresentationwithPrototypes[Project]

CornerDetection[Project]

AGASTCornerDetector:fasterthanFASTandevenFAST-ER[Project]二、圖像分割I(lǐng)mageSegmentation：

NormalizedCut[1][Matlabcode]

GergMori’Superpixelcode[2][Matlabcode]

EfficientGraph-basedImageSegmentation[3][C++code][Matlabwrapper]

Mean-ShiftImageSegmentation[4][EDISONC++code][Matlabwrapper]

OWT-UCMHierarchicalSegmentation[5][Resources]

Turbepixels[6][Matlabcode32bit][Matlabcode64bit][Updatedcode]

Quick-Shift[7][VLFeat]

SLICSuperpixels[8][Project]

SegmentationbyMinimumCodeLength[9][Project]

BiasedNormalizedCut[10][Project]

SegmentationTree[11-12][Project]

EntropyRateSuperpixelSegmentation[13][Code]

FastApproximateEnergyMinimizationviaGraphCuts[Paper][Code]

Ef?cientPlanarGraphCutswithApplicationsinComputerVision[Paper][Code]

IsoperimetricGraphPartitioningforImageSegmentation[Paper][Code]

RandomWalksforImageSegmentation[Paper][Code]

BlossomV:Anewimplementationofaminimumcostperfectmatchingalgorithm[Code]

AnExperimentalComparisonofMin-Cut/Max-FlowAlgorithmsforEnergyMinimizationinComputerVision[Paper][Code]

GeodesicStarConvexityforInteractiveImageSegmentation[Project]

ContourDetectionandImageSegmentationResources[Project][Code]

BiasedNormalizedCuts[Project]

Max-flow/min-cut[Project]

Chan-VeseSegmentationusingLevelSet[Project]

AToolboxofLevelSetMethods[Project]

Re-initializationFreeLevelSetEvolutionviaReactionDiffusion[Project]

ImprovedC-Vactivecontourmodel[Paper][Code]

AVariationalMultiphaseLevelSetApproachtoSimultaneousSegmentationandBiasCorrection[Paper][Code]

LevelSetMethodResearchbyChunmingLi[Project]三、目標(biāo)檢測(cè)ObjectDetection：

Asimpleobjectdetectorwithboosting[Project]

INRIAObjectDetectionandLocalizationToolkit[1][Project]

DiscriminativelyTrainedDeformablePartModels[2][Project]

CascadeObjectDetectionwithDeformablePartModels[3][Project]

Poselet[4][Project]

ImplicitShapeModel[5][Project]

ViolaandJones’sFaceDetection[6][Project]

BayesianModellingofDyanmicScenesforObjectDetection[Paper][Code]

Handdetectionusingmultipleproposals[Project]

ColorConstancy,IntrinsicImages,andShapeEstimation[Paper][Code]

Discriminativelytraineddeformablepartmodels[Project]

GradientResponseMapsforReal-TimeDetectionofTexture-LessObjects:LineMOD[Project]

ImageProcessingOnLine[Project]

RobustOpticalFlowEstimation[Project]

Where'sWaldo:MatchingPeopleinImagesofCrowds[Project]四、顯著性檢測(cè)SaliencyDetection：

Itti,Koch,andNiebur’saliencydetection[1][Matlabcode]

Frequency-tunedsalientregiondetection[2][Project]

Saliencydetectionusingmaximumsymmetricsurround[3][Project]

AttentionviaInformationMaximization[4][Matlabcode]

Context-awaresaliencydetection[5][Matlabcode]

Graph-basedvisualsaliency[6][Matlabcode]

Saliencydetection:Aspectralresidualapproach.[7][Matlabcode]

Segmentingsalientobjectsfromimagesandvideos.[8][Matlabcode]

SaliencyUsingNaturalstatistics.[9][Matlabcode]

DiscriminantSaliencyforVisualRecognitionfromClutteredScenes.[10][Code]

LearningtoPredictWhereHumansLook[11][Project]

GlobalContrastbasedSalientRegionDetection[12][Project]

BayesianSaliencyviaLowandMidLevelCues[Project]

Top-DownVisualSaliencyviaJointCRFandDictionaryLearning[Paper][Code]五、圖像分類、聚類ImageClassification,Clustering

PyramidMatch[1][Project]

SpatialPyramidMatching[2][Code]

Locality-constrainedLinearCoding[3][Project][Matlabcode]

SparseCoding[4][Project][Matlabcode]

TextureClassification[5][Project]

MultipleKernelsforImageClassification[6][Project]

FeatureCombination[7][Project]

SuperParsing[Code]

LargeScaleCorrelationClusteringOptimization[Matlabcode]

DetectingandSketchingtheCommon[Project]

Self-TuningSpectralClustering[Project][Code]

UserAssistedSeparationofReflectionsfromaSingleImageUsingaSparsityPrior[Paper][Code]

FiltersforTextureClassification[Project]

MultipleKernelLearningforImageClassification[Project]

SLICSuperpixels[Project]六、摳圖ImageMatting

AClosedFormSolutiontoNaturalImageMatting[Code]

SpectralMatting[Project]

Learning-basedMatting[Code]七、目標(biāo)跟蹤ObjectTracking：

AForestofSensors-TrackingAdaptiveBackgroundMixtureModels[Project]

ObjectTrackingviaPartialLeastSquaresAnalysis[Paper][Code]

RobustObjectTrackingwithOnlineMultipleInstanceLearning[Paper][Code]

OnlineVisualTrackingwithHistogramsandArticulatingBlocks[Project]

IncrementalLearningforRobustVisualTracking[Project]

Real-timeCompressiveTracking[Project]

RobustObjectTrackingviaSparsity-basedCollaborativeModel[Project]

VisualTrackingviaAdaptiveStructuralLocalSparseAppearanceModel[Project]

OnlineDiscriminativeObjectTrackingwithLocalSparseRepresentation[Paper][Code]

SuperpixelTracking[Project]

LearningHierarchicalImageRepresentationwithSparsity,SaliencyandLocality[Paper][Code]

OnlineMultipleSupportInstanceTracking[Paper][Code]

VisualTrackingwithOnlineMultipleInstanceLearning[Project]

Objectdetectionandrecognition[Project]

CompressiveSensingResources[Project]

RobustReal-TimeVisualTrackingusingPixel-WisePosteriors[Project]

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

theHandVu：vision-basedhandgestureinterface[Project]八、Kinect：

Kinecttoolbox[Project]

OpenNI[Project]

zouxy09CSDNBlog[Resource]九、3D相關(guān)：

3DReconstructionofaMovingObject[Paper][Code]

ShapeFromShadingUsingLinearApproximation[Code]

CombiningShapefromShadingandStereoDepthMaps[Project][Code]

ShapefromShading:ASurvey[Paper][Code]

ASpatio-TemporalDescriptorbasedon3DGradients(HOG3D)[Project][Code]

Multi-cameraSceneReconstructionviaGraphCuts[Paper][Code]

AFastMarchingFormulationofPerspectiveShapefromShadingunderFrontalIllumination[Paper][Code]

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

MonocularTrackingof3DHumanMotionwithaCoordinatedMixtureofFactorAnalyzers[Code]

Learning3-DSceneStructurefromaSingleStillImage[Project]十、機(jī)器學(xué)習(xí)算法：

MatlabclassforcomputingApproximateNearestNieghbor(ANN)[Matlabclass

providinginterfacetoANNlibrary]

RandomSampling[code]

ProbabilisticLatentSemanticAnalysis(pLSA)[Code]

FASTANNandFASTCLUSTERforapproximatek-means(AKM)[Project]

FastIntersection/AdditiveKernelSVMs[Project]

SVM[Code]

Ensemblelearning[Project]

DeepLearning[Net]

DeepLearningMethodsforVision[Project]

NeuralNetworkforRecognitionofHandwrittenDigits[Project]

TrainingadeepautoencoderoraclassifieronMNISTdigits[Project]

THEMNISTDATABASEofhandwrittendigits[Project]

Ersatz：deepneuralnetworksinthecloud[Project]

DeepLearning[Project]

sparseLM:SparseLevenberg-MarquardtnonlinearleastsquaresinC/C++[Project]

Weka3:DataMiningSoftwareinJava[Project]

Invitedtalk"ATutorialonDeepLearning"byDr.KaiYu(余凱)[Video]

CNN-Convolutionalneuralnetworkclass[MatlabTool]

YannLeCun'sPublications[Wedsite]

LeNet-5,convolutionalneuralnetworks[Project]

Trainingadeepautoenco