Object Detection/Recognition Projects

  • Adaboost method code
  • Biologically inspired object recognition  code
  • Hierarchical Models of Object Recognition in Cortex  code
  • Scalable recognition with a vocabulary tree Code
  • Shock graphscode
  • Shape contexts  code
  • Robust nonrigid point matching  Code
  • Histograms of Oriented Gradients (HOG) code
  • Pyramid histogram of oriented gradients (PHOG)
  • Beyond Bag of features Code
  • SuperParsing Code
  • Aggregating Gradient Distributions into Intensity Orders
  • Matching Local Self-Similarities across Images and Videos code (third-party implementation)
  • Deformed lattice detection in real-world images
  • Feature-Centric Efficient Subwindow Search code
  • Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations code
  • Ensemble of Exemplar-SVMs for Object Detection and Beyond
  • Discriminative Learning of Relaxed Hierarchy for Large-scale Visual Recognition code
  • Multiple Kernels for Object Detection
  • Ensemble of Exemplar-SVMs for Object Detection and Beyond
  • Towards Total Scene Understanding: Classification, Annotation and Segmentation in an Automatic Framework
  • Object Bank: A High-Level Image Representation for Scene Classification and Semantic Feature Sparsification
  • Informative Feature Selection for Object Recognition via Sparse PCA code
  • Linear Spatial Pyramid Matching using Sparse Coding for Image Classification code
  • Locality-constrained Linear Coding for Image Classification code
  • MIT LabelMe Open Annotation tool