Enhancing Convolutional Neural Networks for Face Recognition with
Occlusion Maps and Batch Triplet Loss

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Enhancing Convolutional Neural Networks for Face Recognition with Occlusion Maps and Batch Triplet Loss

25 July 2017

Daniel Saez-Trigueros

Margaret Hartnett

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Papers citing "Enhancing Convolutional Neural Networks for Face Recognition with Occlusion Maps and Batch Triplet Loss"

19 / 19 papers shown

Title
Robust LSTM-Autoencoders for Face De-Occlusion in the Wild F. Zhao Jiashi Feng Jian-jun Zhao Wenhan Yang Shuicheng Yan CVBM 62 139 0 27 Dec 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 166 1,961 0 27 Jul 2016
Triplet Probabilistic Embedding for Face Verification and Clustering S. Sankaranarayanan A. Alavi Carlos D. Castillo Rama Chellappa CVBM 3DH 96 214 0 19 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 74 806 0 05 Apr 2016
Triplet Similarity Embedding for Face Verification S. Sankaranarayanan A. Alavi Rama Chellappa 3DH CVBM 67 63 0 10 Feb 2016
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions B. V. Kumar G. Carneiro Ian Reid SSL 81 312 0 31 Dec 2015
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale Ira Kemelmacher-Shlizerman S. M. Seitz Daniel Miller Evan Brossard CVBM 85 862 0 02 Dec 2015
Robust Face Recognition via Multimodal Deep Face Representation Changxing Ding Dacheng Tao CVBM 90 401 0 01 Sep 2015
Targeting Ultimate Accuracy: Face Recognition via Deep Embedding Jingtuo Liu Yafeng Deng Tao Bai Zhengping Wei Chang Huang CVBM 102 238 0 24 Jun 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 376 13,161 0 12 Mar 2015
Learning Descriptors for Object Recognition and 3D Pose Estimation Paul Wohlhart Vincent Lepetit 57 448 0 20 Feb 2015
Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not? Erjin Zhou Zhimin Cao Qi Yin CVBM 80 192 0 20 Jan 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 195 1,998 0 20 Dec 2014
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 94 2,011 0 28 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,386 0 04 Sep 2014
Deep Learning Face Representation by Joint Identification-Verification Yi Sun Xiaogang Wang Xiaoou Tang CVBM 224 2,246 0 18 Jun 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 112 1,318 0 17 Apr 2014
Learning Deep Face Representation Haoqiang Fan Zhimin Cao Yuning Jiang Qi Yin Chinchilla Doudou SSL CVBM 160 110 0 12 Mar 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,893 0 12 Nov 2013

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