五、圖像分類、聚類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[]

Multiple Kernel Learning for Image Classification[Project]

SLIC Superpixels[Project]

六、摳圖Image Matting

A Closed Form Solution to Natural Image Matting [Code]

Spectral Matting [Project]

Learning-based Matting [Code]

七、目標(biāo)跟蹤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 手指跟蹤[code]

九、3D相關(guān)：

3D Reconstruction of a Moving Object[Paper] [Code]

Shape From Shading Using Linear Approximation[Code]

Combining Shape from Shading and Stereo Depth Maps[Project][Code]

Shape from Shading: A Survey[Paper][Code]

A Spatio-Temporal Descriptor based on 3D Gradients (HOG3D)[Project][Code]

Multi-camera Scene Reconstruction via Graph Cuts[Paper][Code]

A Fast Marching Formulation of Perspective Shape from Shading under Frontal Illumination[Paper][Code]

Reconstruction:3D Shape, Illumination, Shading, Reflectance, Texture[Project]

Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers[Code]

Learning 3-D Scene Structure from a Single Still Image[Project]

十、機(jī)器學(xué)習(xí)算法：

Matlab class for computing Approximate Nearest Nieghbor (ANN) [Matlab class?providing interface toANN library]

Random Sampling[code]

Probabilistic Latent Semantic Analysis (pLSA)[Code]

FASTANN and FASTCLUSTER for approximate k-means (AKM)[Project]

Fast Intersection / Additive Kernel SVMs[Project]

SVM[Code]

Ensemble learning[Project]

Deep Learning[Net]

Deep Learning Methods for Vision[Project]

Neural Network for Recognition of Handwritten Digits[Project]

Training a deep autoencoder or a classifier on MNIST digits[Project]

THE MNIST DATABASE of handwritten digits[Project]

Ersatz：deep neural networks in the cloud[Project]

Deep Learning [Project]

sparseLM : Sparse Levenberg-Marquardt nonlinear least squares in C/C++[Project]

Weka 3: Data Mining Software in Java[Project]

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

CNN - Convolutional neural network class[Matlab Tool]

Yann LeCun's Publications[]

LeNet-5, convolutional neural networks[Project]

Training a deep autoencoder or a classifier on MNIST digits[Project]

Deep Learning 大牛Geoffrey E. Hinton's HomePage[Website]

Multiple Instance Logistic Discriminant-based Metric Learning (MildML) and Logistic Discriminant-based Metric Learning (LDML)[]

Sparse coding simulation software[Project]

Visual Recognition and Machine Learning Summer School[Software]