CVPR'13の特定物体認識関連の論文リスト

怖いお兄さんにプレッシャーを受けたので、差し当たり CVPR 2013 papers on the web - Papers からあとで読むリストだけ作った。全論文だと、"Dictionary Learning"がタイトルにあるのが9件もあったけどなんだろ。sparse coding系の辞書学習だと思うんだけど目新しいわけでもないしたまたま?

  • Understanding Indoor Scenes using 3D Geometric Phrases
  • Diffusion Processes for Retrieval Revisited
  • Fast, Accurate Detection of 100,000 Object Classes on a Single Machine
  • Cartesian k-means
  • Learning Structured Hough Voting for Joint Object Detection and Occlusion Reasoning
  • Transfer Sparse Coding for Robust Image Representation
  • Boosting Binary Keypoint Descriptors
  • Consensus of k-NNs for Robust Neighborhood Selection on Graph-Based Manifolds
  • Deformable Graph Matching
  • Graph-Based Discriminative Learning for Location Recognition
  • Constraints as Features
  • Cross-view Image Geolocalization
  • K-means Hashing: an Affinity-Preserving Quantization Method for Learning Binary Compact Codes
  • Supervised Kernel Descriptors for Visual Recognition
  • Fast Convolutional Sparse Coding
  • Hash Bit Selection: a Unified Solution for Selection Problems in Hashing
  • Compressed Hashing
  • All about VLAD
  • Online Robust Dictionary Learning
  • Discriminative Subspace Clustering
  • A Bayesian Approach to Multimodal Visual Dictionary Learning
  • Correspondence-Less Non-Rigid Registration of Triangular Surface Meshes
  • Alternating Decision Forests
  • Learning Class-to-Image Distance with Object Matchings
  • Online Object Tracking: A Benchmark
  • Robust Feature Matching with Alternate Hough and Inverted Hough Transforms
  • Inductive Hashing on Manifolds
  • Learning Compact Binary Codes for Visual Tracking
  • Learning Binary Codes for High-dimensional Data using Bilinear Projections
  • Optimized Product Quantization for Approximate Nearest Neighbor Search
  • The Generalized Laplacian Distance and its Applications for Visual Matching
  • Accurate Localization of 3D Objects from RGB-D Data using Segmentation Hypotheses
  • Efficient Maximum Appearance Search for Large-Scale Object Detection
  • Sparse Output Coding for Large-scale Visual Recognition
  • Towards Contactless, Low-Cost and Accurate 3D Fingerprint Identification
  • What Makes a Patch Distinct?
  • Dense Non-Rigid Point-Matching Using Random Projections
  • Visual Tracking via Locality Sensitive Histograms
  • Improving the Visual Comprehension of Point Sets
  • Fast multiple-part based object detection using KD-Ferns
  • Optimizing 1-Nearest Prototype Classifiers
  • Query Adaptive Similarity for Large Scale Object Retrieval
  • FAsT-Match: Fast Affine Template Matching
  • Lp-norm IDF for Large Scale Image Search
  • Dense Segmentation-aware Descriptors
  • CLAM: Coupled Localization and Mapping with Efficient Outlier Handling
  • SLAM++: Simultaneous Localisation and Mapping at the Level of Objects
  • Visual Place Recognition with Repetitive Structures
  • Keypoints from Symmetries by Wave Propagation
  • A Fast Approximate AIB Algorithm for Distributional Word Clustering
  • Learning SURF Cascade for Fast and Accurate Object Detection
  • Efficient 2D-to-3D Correspondence Filtering for Scalable 3D Object Recognition
  • Discriminative Color Descriptors
  • Binary Code Ranking with Weighted Hamming Distance
  • Leveraging Structure from Motion to Learn Discriminative Codebooks for Scalable Landmark Classification
  • Sparse Quantization for Patch Description
  • Learning and calibrating per-location classifiers for visual place recognition