Deep Learning meets Liveness Detection: Recent Advancements and Challenges

29 December 2021

Mohammad Akbari

Papers citing "Deep Learning meets Liveness Detection: Recent Advancements and Challenges"

28 / 28 papers shown

Title
Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing Young-Eun Kim Seong-Whan Lee CVBM 50 6 0 14 Jul 2021
Dual Reweighting Domain Generalization for Face Presentation Attack Detection Shubao Liu Ke-Yue Zhang Taiping Yao Kekai Sheng Shouhong Ding Ying Tai Jilin Li Yuan Xie Lizhuang Ma CVBM OOD 41 79 0 30 Jun 2021
Revisiting Pixel-Wise Supervision for Face Anti-Spoofing Zitong Yu Xiaobai Li Jingang Shi Zhaoqiang Xia Guoying Zhao CVBM AAML 47 82 0 24 Nov 2020
A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices Zuheng Ming M. Visani M. Luqman J. Burie AAML CVBM 49 64 0 08 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 42 539 0 07 Oct 2020
Face Anti-Spoofing Via Disentangled Representation Learning Ke-Yue Zhang Taiping Yao Jian Zhang Ying Tai Shouhong Ding Jilin Li Feiyue Huang Haichuan Song Lizhuang Ma CVBM 36 125 0 19 Aug 2020
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations Yuanhan Zhang Zhen-fei Yin Yidong Li Guojun Yin Junjie Yan Jing Shao Ziwei Liu CVBM 79 162 0 24 Jul 2020
On Disentangling Spoof Trace for Generic Face Anti-Spoofing Yaojie Liu J. Stehouwer Xiaoming Liu AAML CVBM 53 108 0 17 Jul 2020
Face Anti-Spoofing with Human Material Perception Zitong Yu Xiaobai Li Xuesong Niu Jingang Shi Guoying Zhao CVBM AAML 65 139 0 04 Jul 2020
Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning Guoqing Wang Hu Han Shiguang Shan Xilin Chen CVBM OOD 48 172 0 04 Apr 2020
Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing Zezheng Wang Zitong Yu Chenxu Zhao Xiangyu Zhu Yunxiao Qin Qiusheng Zhou Feng Zhou Zhen Lei CVBM 68 172 0 18 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-Spoofing Zitong Yu Chenxu Zhao Zezheng Wang Yunxiao Qin Z. Su Xiaobai Li Feng Zhou Guoying Zhao CVBM 136 417 0 09 Mar 2020
Regularized Fine-grained Meta Face Anti-spoofing Rui Shao X. Lan Pong C. Yuen CVBM 42 170 0 25 Nov 2019
Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection Anjith George S´ebastien Marcel CVBM 53 194 0 09 Jul 2019
Learning Meta Model for Zero- and Few-shot Face Anti-spoofing Yunxiao Qin Chenxu Zhao Xiangyu Zhu Zezheng Wang Zitong Yu Tianyu Fu Feng Zhou Jingping Shi Zhen Lei CVBM 70 116 0 29 Apr 2019
Generalized Presentation Attack Detection: a face anti-spoofing evaluation proposal Artur Costa-Pazo David Jiménez-Cabello Esteban Vázquez-Fernández J. Alba-Castro Roberto J. López-Sastre CVBM AAML 38 19 0 12 Apr 2019
Can We Gain More from Orthogonality Regularizations in Training Deep CNNs? Nitin Bansal Xiaohan Chen Zhangyang Wang OOD 73 188 0 22 Oct 2018
Face De-Spoofing: Anti-Spoofing via Noise Modeling Amin Jourabloo Yaojie Liu Xiaoming Liu CVBM 43 244 0 26 Jul 2018
Evidential Deep Learning to Quantify Classification Uncertainty Murat Sensoy Lance M. Kaplan M. Kandemir OOD UQCV EDL BDL 151 986 0 05 Jun 2018
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision Yaojie Liu Amin Jourabloo Xiaoming Liu CVBM 49 576 0 29 Mar 2018
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network Yao Feng Fan Wu Xiaohu Shao Yanfeng Wang Xi Zhou 3DV 3DH 60 692 0 21 Mar 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 90 2,627 0 23 Oct 2017
Demystifying Neural Style Transfer Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 66 521 0 04 Jan 2017
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 84 1,068 0 09 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 328 13,123 0 12 Mar 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 429 12,680 0 11 Dec 2014
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 229 6,012 0 26 Sep 2014
Learn Convolutional Neural Network for Face Anti-Spoofing Jianwei Yang Zhen Lei Stan Z. Li SSL CVBM 65 427 0 24 Aug 2014