轉自：http://yongyuan.name/blog/codes-of-hash-for-image-retrieval.html

雜湊方法對比框架

雜湊方法

主要貼公佈程式碼的：

1. AGH: Hashing with Graphs, Paper and Code
2. BPBC: Learning Binary Codes for High-Dimensional Data Using Bilinear Projections, Paper and Code
3. BRE: Learning to Hash with Binary Reconstructive Embeddings Paper and Code
4. DBQ: Double-bit quantization for hashing Paper and Code
5. E2LSH: Local Sensitive Hash, Project Page
6. HDML: Hamming Distance Metric Learning, Paper and Code
7. IMH: Inter-Media Hashing for Large-scale Retrieval from Heterogenous Data Sources, Project Page and Code
8. ISOH: Isotropic Hashing, Paper and Code
9. ITQ
   : Iterative Quantization: A Procrustean Approach to Learning Binary Codes Paper and Code 已下線
10. KLSH: Kernelized Locality-Sensitive Hashing for Scalable Image Search, Project Page, Paper and Code
11. KMH: K-means Hashing: an Affinity-Preserving Quantization Method for Learning Binary Compact Codes, Paper and
    Code
12. KSH: Supervised Hashing with Kernels, Paper and Code
13. MDSH: Multidimensional Spectral Hashing, Paper and Code
14. MH: Manhattan hashing for large-scale image retrieval, Paper and Code
15. MLH: Minimal Loss Hashing for Compact Binary Codes, Paper, Code and Slide
16. OPQ: Optimized Product Quantization for Approximate Nearest Neighbor Search, Paper and Code
17. SH: Spectral Hashing, Paper and Code
18. IHM: Inductive Hashing on Manifolds (2013 CVPR) ProjectPage
19. BSPH: Semi-supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning (2012 TKDE), ProjectPage
20. FastHash: Fast Supervised Hashing with Decision Trees for High-Dimensional Data (2014 CVPR) Code
21. Spherical Hashing: Spherical Hashing (2012 CVPR)
22. PDH: Predictable Dual-View Hashing, Paper (ICML2013)

常用資料庫

關注的人

注：下面不同的雜湊方法的程式碼可以在他們的主頁上找到

Hamming Distance Metric Learning
Fast Search in Hamming Space with Multi-Index Hashing
Minimal Loss Hashing for Compact Binary Codes, code

Spectral Hashing
Multidimensional Spectral Hashing

A general two-step approach to learning-based hashing (CVPR 2013), code, 閱讀筆記
Learning hash functions using column generation (ICML 2013), code
Fast Supervised Hashing with Decision Trees (CVPR 2014), Paper and code

Iterative Quantization (CVPR 2011), Project page
Angular 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
Optimized Product Quantization (CVPR 2013), Project page

• Xianglong LIU, 劉老師是2012年開始做雜湊，發表過一系列論文，是國內做雜湊比較早的學者，在他的主頁上有一些他發表的雜湊文章的程式碼。

他人講解papers的一些好博文

非雜湊方法

• Liang Zheng
  • 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

感謝這些公佈程式碼的大神，本小碩向你們致以崇高的敬意，如果各位看官發覺還有沒收錄進來的，懇請留言以便補充完整。