Product Quantization for Nearest Neighbor Search

H Jégou; M Douze; C Schmid

doi:10.1109/tpami.2010.57

Product Quantization for Nearest Neighbor Search

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2010.57 ◽

2011 ◽

Vol 33 (1) ◽

pp. 117-128 ◽

Cited By ~ 1038

Author(s):

H Jégou ◽

M Douze ◽

C Schmid

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Neighbor Search

Effective product quantization-based indexing for nearest neighbor search

Multimedia Tools and Applications ◽

10.1007/s11042-018-6059-5 ◽

2018 ◽

Vol 78 (3) ◽

pp. 2877-2895 ◽

Cited By ~ 1

Author(s):

Chih-Yi Chiu ◽

Jih-Sheng Chiu ◽

Sarawut Markchit ◽

Sheng-Hao Chou

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Neighbor Search ◽

Effective Product

Quarter-Point Product Quantization for approximate nearest neighbor search

Pattern Recognition Letters ◽

10.1016/j.patrec.2019.04.017 ◽

2019 ◽

Vol 125 ◽

pp. 187-194 ◽

Cited By ~ 1

Author(s):

Shan An ◽

Zhibiao Huang ◽

Shuang Bai ◽

Guangfu Che ◽

Xin Ma ◽

...

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Approximate Nearest Neighbor Search ◽

Approximate Nearest Neighbor ◽

Neighbor Search

Product quantization with dual codebooks for approximate nearest neighbor search

Neurocomputing ◽

10.1016/j.neucom.2020.03.016 ◽

2020 ◽

Vol 401 ◽

pp. 59-68 ◽

Cited By ~ 2

Author(s):

Zhibin Pan ◽

Liangzhuang Wang ◽

Yang Wang ◽

Yuchen Liu

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Approximate Nearest Neighbor Search ◽

Approximate Nearest Neighbor ◽

Neighbor Search

Online Variable Coding Length Product Quantization for Fast Nearest Neighbor Search in Mobile Retrieval

IEEE Transactions on Multimedia ◽

10.1109/tmm.2016.2617089 ◽

2017 ◽

Vol 19 (3) ◽

pp. 559-570 ◽

Cited By ~ 4

Author(s):

Jin Li ◽

Xuguang Lan ◽

Xiangwei Li ◽

Jiang Wang ◽

Nanning Zheng ◽

...

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Neighbor Search

Optimized Product Quantization for Approximate Nearest Neighbor Search

2013 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2013.379 ◽

2013 ◽

Cited By ~ 123

Author(s):

Tiezheng Ge ◽

Kaiming He ◽

Qifa Ke ◽

Jian Sun

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Approximate Nearest Neighbor Search ◽

Approximate Nearest Neighbor ◽

Neighbor Search

Locally Optimized Product Quantization for Approximate Nearest Neighbor Search

2014 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2014.298 ◽

2014 ◽

Cited By ~ 100

Author(s):

Yannis Kalantidis ◽

Yannis Avrithis

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Approximate Nearest Neighbor Search ◽

Approximate Nearest Neighbor ◽

Neighbor Search

Iteratively multiple projections optimization for product quantization in nearest neighbor search

2017 IEEE International Conference on Big Knowledge (ICBK) ◽

10.1109/icbk.2017.28 ◽

2017 ◽

Author(s):

Jin Li ◽

Xuguang Lan ◽

Nanning Zheng

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Neighbor Search

Mean-Removed Product Quantization for Approximate Nearest Neighbor Search

2019 International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw.2019.00107 ◽

2019 ◽

Author(s):

Jiacheng Yang ◽

Bin Chen ◽

Shu-Tao Xia

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Approximate Nearest Neighbor Search ◽

Approximate Nearest Neighbor ◽

Neighbor Search

Stacked Product Quantization for Nearest Neighbor Search on Large Datasets

2016 IEEE Trustcom/BigDataSE/ISPA ◽

10.1109/trustcom.2016.0250 ◽

2016 ◽

Cited By ~ 1

Author(s):

Jun Wang ◽

Zhiyang Li ◽

Yegang Du ◽

Wenyu Qu

Keyword(s):

Nearest Neighbor ◽

Large Datasets ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Neighbor Search

GPGPU Implementation of Nearest Neighbor Search with Product Quantization

2014 IEEE International Symposium on Parallel and Distributed Processing with Applications ◽

10.1109/ispa.2014.42 ◽

2014 ◽

Cited By ~ 1

Author(s):

Akiyoshi Wakatani ◽

Akio Murakami

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Search ◽

Product Quantization ◽

Neighbor Search