[1]陈雯柏,黄至铖,刘琼.一种基于P稳定局部敏感哈希算法的相似人脸检索系统设计[J].智能系统学报,2017,12(3):392-396.[doi:10.11992/tis.201607005]
 CHEN Wenbai,HUANG Zhicheng,LIU Qiong.A similar-face-image-retrieval system design based on a P-stable locality-sensitive Hashing algorithm[J].CAAI Transactions on Intelligent Systems,2017,12(3):392-396.[doi:10.11992/tis.201607005]
点击复制

一种基于P稳定局部敏感哈希算法的相似人脸检索系统设计

参考文献/References:
[1] CHEN B C, CHEN Y Y, KUO Y H, et al. Scalable face image retrieval using attribute-enhanced sparse code words [J]. IEEE transactions on multimedia, 2013,15 (5) :1163-1173.
[2] 胡正平,李静.基于低秩子空间恢复的联合稀疏表示人脸识别算法[J].电子学报, 2013, 41(5): 987-991.HU Zhengping, LI Jing. Face recognition of joint sparse representation based on lowmark subspace recovery [J]. Chinese journal of electronics, 2013, 41(5): 987-991.
[3] XIE S F, SHAN S G, CHEN X L, et al. Fusing local patterns of gabor magnitude and phase for face recognition[J]. IEEE trans on image processing, 2010,19(5):1349-1361.
[4] LI Y, WANG R, LIU H, et al. Two birds, one stone: jointly learning binary code for large-scale face image retrieval and attributes prediction[C]//IEEE International Conference on Computer Vision. IEEE Computer Society, 2015:3819-3827.
[5] BURGOS-ARTIZZU X P, PERONA P, DOLLAR P. Robust face landmark estimation under occlusion[C]//International Conference on Computer Vision, 2013:1513-1520.
[6] SHAN S G, CHANG Y Z, GAO W, et al. Curse of misalignment in face recognition: problem and a novel mis alignment learning solution[C]//Proceeding of the 6th International Conference on Face and Gesture Recognition, Jeju, Korea, 2004, 314-320.
[7] GUTTMAN A. A dynamic index structure for spatial searching[C]//Sigmod’84, Proceedings of Meeting, Boston, Massachusetts, 1984: 47-57.
[8] CHEN D, CAO X, WEN F, et al.Blessing of dimensionality: high-dimensional feature and its efficient compression for face verification[C]//Proceeding of the Computer Vision and Pattern Recognition. Piscataway, 2013: 3025-3032.
[9] GIONIS A, INDYK P, MOTWANI R. Similarity Search in High Dimensions via Hashing[C]//International Conference on Very Large Data Bases. Morgan Kaufmann Publishers Inc, 2000: 518-529.
[10] SUN Y, WANG X G, TANG X O. Deep convolutional network cascade for facial point detection[C]//Proceeding of the Computer Vision and Pattern Recognition, 2013: 121-125.
[11] 邓健康,杨静,王蒙,等. 基于移动平台的快速相似脸检索[J]. 北京航空航天大学学报, 2015, 41(2): 323-330.DENG Jiankang,YANG Jing,WANG Meng,et al. Fast similar face retrieval based on mobile platform [J]. Journal of Beijing university of aeronautics and astronautics, 2015, 41(2): 323-330.
[12] YAN S, SHAN S, Chen X, et al. Locally Assembled Binary (LAB) feature with feature-centric cascade for fast and accurate face detection[C]//IEEE Conference on Computer Vision and Pattern Recognition, 2008: 1-7.
[13] LIU F, WANG Z L, WANG L, et al. Facial expression recognition using HLAC features and WPCA[J]. Lecture notes in computer science, 2005, 3784:88-94.
[14] DATAR M, IMMORLICA N, INDYK P, et al. Locality-sensitive hashing scheme based on p-stable distributions[C]//Twentieth Symposium on Computational Geometry. ACM, 2004: 253-262.

备注/Memo

收稿日期:2016-07-05。
基金项目:北京高等学校高水平人才交叉培养“实培计划”项目(京教高〔2015〕11号).
作者简介:陈雯柏,男,1975年生,副教授,博士,中国人工智能学会理事, 主要研究方向为机器人控制与无线传感器网络;黄至铖,男,1992年生,硕士研究生,主要研究方向为机器学习与模式识别;刘琼,女,1984年生,副教授,主要研究方向为模式识别、认知计算、机器学习.
通讯作者:陈雯柏.E-mail:chenwb03@126.com.

更新日期/Last Update: 2017-06-25
Copyright @ 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134