Face Recognition Based on Double-Operation Local Directional Pattern

Yang Huixian; Zhang Mengjuan; Liu Jian; Zeng Jinfang

doi:10.3788/lop55.101004

[1] Qin J, Wang M H. Fast pedestrian proposal generation algorithm using online gaussian model［J］. Acta Optica Sinica, 2016, 36(11): 1115001.

[2] 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, 2006, 28(12): 2037-2041.

[3] Newell A J, Griffin L D. Multiscale histogram of oriented gradient descriptors for robust character recognition［C］∥2011 International Conference on Document Analysis and Recognition (ICDAR), 2011: 1085-1089.

[4] Jabid T, Kabir M H, Chae O. Local directional pattern (LDP) for face recognition［C］∥2010 Digest of Technical Papers International Conference on Consumer Electronics (ICCE), 2010: 329-330.

[5] Dalal N, Triggs B. Histograms of oriented gradients for human detection［C］∥IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005: 886-893.

[6] Ojala T, Pietikainen M, Maenpaa T. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(7): 971-987.

[7] Ye Z, Bai L. Hyperspectral image classification based on principal component analysis and local binary patterns［J］. Laser & Optoelectronics Progress, 2017, 54(11): 111006.

[8] Kumar T S, Kanhangad V. Automated obstructive sleep apnoea detection using symmetrically weighted local binary patterns［J］. Electronics Letters, 2017, 53(4): 212-214.

[9] Lin S, Xu T Y, Wang Y. Palm vein recognition based on gabor wavelet and NBP algorithm［J］. Laser & Optoelectronics Progress, 2017, 54(5): 051002.

[10] Li J X, Zong Q. Object tracking based on multi-feature and local joint sparse representation［J］. Laser & Optoelectronics Progress, 2017, 54(10): 101502.

[11] El khadiri I, Chahi A, El merabet Y, et al. Local directional ternary pattern: a new texture descriptor for texture classification［J］. Computer Vision and Image Understanding, 2018, 169: 14-27.

[12] Hui X W, Zhang J Y, Lin S, et al. Application of improved local directional pattern in palm vein recognition ［J］. Laser & Optoelectronics Progress, 2015, 52(7) : 071001.

[13] Faraji M R, Qi X J. Face recognition under varying illumination based on adaptive homomorphic eight local directional patterns［J］. IET Computer Vision, 2015, 9(3): 390-399.

[14] Han B, Song Y T, Gao X B, et al. Dynamic aurora sequence recognition using volume local directional pattern with local and global features［J］. Neurocomputing, 2016, 184: 168-175.

[15] Luo Y T, Zhao L Y, Zhang B, et al. Local line directional pattern for palmprint recognition［J］. Pattern Recognition, 2016, 50: 26-44.

[16] Rivera A R, Castillo J R, Chae O. Local directional texture pattern image descriptor［J］. Pattern Recognition Letters, 2015, 51: 94-100.

[17] Ren F J, Li Y Q, Xu L F, et al. Face recognition method based on local mean pattern description and double weighted decision fusion for classification［J］. Journal of Image and Graphics, 2016, 21( 5): 565-573.

[18] Li Z K, Ding L X, Wang Y, et al. Face feature representation based on difference local directional pattern［J］. Journal of Software, 2015, 26(11): 2912-2929.

[19] Yang H X, Liu J, Zhang M J, et al. Face recognition based on double-space local directional pattern［J］. Journal of Image and Graphics, 2017, 22(11): 1493-1502.

[20] Perez C A, Cament L A, Castillo L E. Local matching Gabor entropy weighted face recognition［C］∥IEEE International Conference on Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011: 179-184.

[21] Al-Sumaidaee S A M, Dlay S S, Woo W L, et al. Facial expression recognition using local Gabor gradient code-horizontal diagonal descriptor［C］∥IET International Conference on Intelligent Signal Processing, 2016.