RGB-D Face Description by Compact Binary Feature

LIU Xiaojin; YIN Dong; WANG Hualing

doi:10.3969/j.issn.1003-501x.2016.12.025

[1] ZENG Wenjun，ZHANG Zhengyou. Microsoft kinect sensor and its effect [J]. IEEE MultiMedia(S1070-986X)，2012，19(2)： 4-10.

[2] Min R，Kose N，Dugelay J L. KinectFaceDB：A kinect database for face recognition [J]. IEEE Transactions on Systems， Man，and Cybernetics：Systems(S2168-2216)，2014，44(11)：1534-1548.

[3] Ahonen T，Hadid A，Pietikainen M. Face description with local binary patterns：Application to face recognition [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2006，28(12)：2037-2041.

[4] HUANG Yonggang，WANG Yunhong，TAN Tieniu. Combining Statistics of Geometrical and Correlative Features for 3D Face Recognition [C]// Proceedings of the British Machine Vision Conference 2006，Edinburgh，UK，September 4-7，2006： 879-888.

[5] Goswami G，Bharadwaj S，Vatsa M，et al. On RGB-D face recognition using Kinect [C]// IEEE Sixth International Conference on Biometrics：Theory，Applications and Systems，BTAS 2013，Arlington，VA，USA，September 29 - October 2，2013：1-6.

[6] Cardia Neto J B，Marana A N. 3DLBP and HAOG fusion for face recognition utilizing Kinect as a 3D scanner [C]// Proceedings of the 30th Annual ACM Symposium on Applied Computing，Salamanca，Spain，April 13-17，2015：66-73.

[7] Neto J B C，Marana A N. Face Recognition Using 3DLBP Method Applied to Depth Maps Obtained from Kinect Sensors [C]// X Workshop Computer Vision WVC(2014)，Uberlandia，Minas Gerais，Brazil，October 06-08，2014：168-172.

[8] JIN Lu，GAO Shenghua，LI Zechao，et al. Hand-Crafted Features or Machine Learnt Features Together They Improve RGB-D Object Recognition [C]// 2014 IEEE International Symposium on Multimedia，Taichung，Taiwan，December 10-12，2014： 311-319.

[9] CAO Zhimin，YIN Qi，TANG Xiao ou，et al. Face recognition with learning-based descriptor [C]// IEEE Conference on Computer Vision and Pattern Recognition(CVPR2010)，San Francisco，California，USA ，June13-18，2010：2707-2714.

[10] LIONG V E，LU Jiwen，WANG Gang，et al. Deep hashing for compact binary codes learning [C]// IEEE Conference on Computer Vision and Pattern Recognition(CVPR2015)，Boston，MA，USA，June 7-12，2015：2475-2483.

[11] LU Jiwen，LIONG Venice Erin，ZHOU Xiuzhuang，et al. Learning compact binary face descriptor for face recognition [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2015，37(10)：2041-2056.

[12] Wolf L，Hassner T，Taigman Y. Descriptor based methods in the wild [C]// 10th European Conference on Computer Vision： Workshop Faces in 'Real-life' images：Detection，Alignment，and Recognition，Marseille，France，October 17，2008： 68-81.

[13] YANG Bai，GUO Lihua，JIN Lianwen，et al. A novel feature extraction method using pyramid histogram of orientation gradients for smile recognition [C]// Proceedings of the International Conference on Image Processing，ICIP 2009，Cairo， Egypt，November 7-10，2009：3305-3308.

[14] John Wright，YANG Allen Y，Ganesh Arvind，et al. Robust face recognition via sparse representation [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828)，2009，31(2)：210-227.