哈希学习代码
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哈希方法
公布代码的:
- AGH: Hashing with Graphs [Paper] [Code]
- BPBC: Learning Binary Codes for High-Dimensional Data Using Bilinear Projections [Paper] [Code]
- BRE: Learning to Hash with Binary Reconstructive Embeddings [Paper] [Code]
- DBQ: Double-bit quantization for hashing [Paper] [Code]
- E2LSH: Local Sensitive Hash [Project Page]
read - HDML: Hamming Distance Metric Learning [Paper] [Code]
- IMH: Inter-Media Hashing for Large-scale Retrieval from Heterogenous Data Sources [Project Page] [Code]
- ISOH: Isotropic Hashing [Paper] [Code]
- ITQ: Iterative Quantization: A Procrustean Approach to Learning Binary Codes [Project Page] [Paper] [Code]
read - KLSH: Kernelized Locality-Sensitive Hashing for Scalable Image Search [Project Page] [Paper] [Code]
- KMH: K-means Hashing: an Affinity-Preserving Quantization Method for Learning Binary Compact Codes[Paper] [Code]
read - KSH: Supervised Hashing with Kernels [Paper] [Code]
read - MDSH: Multidimensional Spectral Hashing [Paper] [Code]
- MH: Manhattan hashing for large-scale image retrieval [Paper] [Code]
read - MinH: Minimal Loss Hashing for Compact Binary Codes [Paper] [Code] [Slide]
- OPQ: Optimized Product Quantization for Approximate Nearest Neighbor Search [Paper] [Code]
- SH: Spectral Hashing [Paper] [Code]
read - IHM: Inductive Hashing on Manifolds (2013 CVPR) ProjectPage
read - BSPH: Semi-supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning (2012 TKDE)ProjectPage
read - FastHash: Fast Supervised Hashing with Decision Trees for High-Dimensional Data (2014 CVPR) [Code]
read
无代码:
- PDH: Predictable Dual-View Hashing (ICML2013)
read
常用数据库
- LabelMe
- min-loss-hashing
关注的人
注:下面不同的哈希方法的代码可以在他们的主页上找到
Grauman
Image search and large-scale retrieval系列Paper
Norouzi
Hamming Distance Metric Learning
Fast Search in Hamming Space with Multi-Index Hashing
Minimal Loss Hashing for Compact Binary Codes code
Fergus
Spectral Hashing
readMultidimensional Spectral Hashing
Chhshen & Guosheng Lin
A general two-step approach to learning-based hashing (CVPR 2013)code in Bitbucket
阅读笔记Learning hash functions using column generation (ICML 2013)code in Bitbucket
Fast Supervised Hashing with Decision Trees (CVPR 2014)Papercode in Bitbucket
readYunchao
Iterative Quantization (CVPR 2011)Project page
readAngular Quantization-based Binary Codes for Fast Similarity Search (NIPS 2012)Project page
Learning Binary Codes for High-Dimensional Data Using Bilinear Projections (CVPR 2013)Project page
kahe
K-means Hashing (CVPR 2013)code link from his homepage
readOptimized Product Quantization (CVPR 2013)Project page
Jun Wang
他人讲解papers的一些好博文
- Locality Sensitive Hashing(LSH)之随机投影法
- Semi-Supervised Hashing
非哈希方法
- liangzheng
- Packing and Padding: Coupled Multi-Index for Accurate Image Retrieval
- Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval
- Lp-norm IDF for Large Scale Image Search
- Visual Phraselet: Refining Spatial Constraints for Large Scale Image Search
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