How Image Degradations Affect Deep CNN-based Face Recognition?

How Image Degradations Affect Deep CNN-based Face Recognition?

18 August 2016

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Papers citing "How Image Degradations Affect Deep CNN-based Face Recognition?"

10 / 10 papers shown

Title
DeepCorrect: Correcting DNN models against Image Distortions Tejas S. Borkar Lina Karam 89 93 0 05 May 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 118 54 0 23 Jan 2017
Understanding How Image Quality Affects Deep Neural Networks Samuel F. Dodge Lina Karam VLM 75 732 0 14 Apr 2016
Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets Saikat Basu Manohar Karki S. Ganguly Robert DiBiano S. Mukhopadhyay R. Nemani TPM 69 81 0 11 Sep 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,145 0 12 Mar 2015
DeepID3: Face Recognition with Very Deep Neural Networks Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang CVBM 87 941 0 03 Feb 2015
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 97 2,012 0 28 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 494 43,698 0 17 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 280 14,715 0 20 Jun 2014
Web-Scale Training for Face Identification Yaniv Taigman Ming Yang MarcÁurelio Ranzato Lior Wolf CVBM 81 264 0 20 Jun 2014