人脸识别一_8fd.buzz

also, some papers and links collected from:

• [1] polarisZhao/awesome-face
• [2] L706077/DNN-Face-Recognition-Papers
• [3] ShownX/FacePaperCollection
• [4] HansonSun/FaceRecognition-Papers
• [5] shaoxiaohu/CVPR2016
• [6] zhanglaplace/PaperPaper
• [7] gdshen/paper_notes
  [8] lcybuzz/Personal-Face-Related-Paper-Record
  [9] betars/Face-Resources
  [10] xuewengeophysics/Awesome-Face-Recognition
  [11] face-rec.org/Video-Based Face Recognition Algorithms

---

Face Detection && Face Segmentation

2008

• Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari .Face Detection Using Adaboosted SVM-Based Component Classifier .[J] arXiv preprint arXiv:0812.02575.

2010

• Raphael Sznitman, Bruno Jedynak .Active Testing for Face Detection and Localization .[J] arXiv preprint arXiv:1003.05249.
• Daniele S. M. Alves, Mariangela Lisanti, Jay G. Wacker .The Poker Face of Inelastic Dark Matter: Prospects at Upcoming Direct Detection Experiments .[J] arXiv preprint arXiv:1005.05421.
• S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam .Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks .[J] arXiv preprint arXiv:1009.04974.
• Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang .Face Detection with Effective Feature Extraction .[J] arXiv preprint arXiv:1009.05758.

2011

• Yingjie Miao, Jason J. Corso .Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection .[J] arXiv preprint arXiv:1108.03525.
• Divya Jyoti, Aman Chadha, Pallavi Vaidya, M. Mani Roja .A robust, low-cost approach to Face Detection and Face Recognition .[J] arXiv preprint arXiv:1111.01090.

2012

• Vibekananda Dutta, Dr Nishtha Kesswani, Deepti Gahalot .Novel Architecture for 3D model in virtual communities from detected face .[J] arXiv preprint arXiv:1210.06157.

2013

• Faizan Ahmad, Aaima Najam, Zeeshan Ahmed .Image-based Face Detection and Recognition: “State of the Art” .[J] arXiv preprint arXiv:1302.06379.
• Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .A Novel Approach in detecting pose orientation of a 3D face required for face .[J] arXiv preprint arXiv:1309.03418.
• Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .A novel approach for nose tip detection using smoothing by weighted median filtering applied to 3D face images in variant poses .[J] arXiv preprint arXiv:1309.04573.
• Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .Detection of pose orientation across single and multiple axes in case of 3D face images .[J] arXiv preprint arXiv:1309.04577.
• Markan Lopar, Slobodan Ribari .An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems .[J] arXiv preprint arXiv:1310.00317.
• Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio .Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines? .[J] arXiv preprint arXiv:1311.04082.
• P. Kiran Sree, I. Ramesh Babu .Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm .[J] arXiv preprint arXiv:1312.06834.

2014

• Chen D, Ren S, Wei Y, et al. Joint cascade face detection and alignment[C]//European Conference on Computer Vision. Springer, Cham, 2014: 109-122.
• Omaima N. A. AL-Allaf .Review of Face Detection Systems Based Artificial Neural Networks Algorithms .[J] arXiv preprint arXiv:1404.01292.
• Adrian Barbu, Nathan Lay, Gary Gramajo .Face Detection with a 3D Model .[J] arXiv preprint arXiv:1404.03596.
• Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li .Aggregate channel features for multi-view face detection .[J] arXiv preprint arXiv:1407.04023.
• Reza Azad, Fatemeh Davami .A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique .[J] arXiv preprint arXiv:1407.06318.
• Shengcai Liao, Anil K. Jain, Stan Z. Li .A Fast and Accurate Unconstrained Face Detector .[J] arXiv preprint arXiv:1408.01656.
• David Menotti, Giovani Chiachia, Allan Pinto, William Robson Schwartz, Helio Pedrini, Alexandre Xavier Falcao, Anderson Rocha .Deep Representations for Iris, Face, and Fingerprint Spoofing Detection .[J] arXiv preprint arXiv:1410.01980.
• K.A.A. Aziz, S.S. Abdullah .Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread .[J] arXiv preprint arXiv:1410.02173.

2015

• 【Cascade】Li H, Lin Z, Shen X, et al. A convolutional neural network cascade for face detection[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015: 5325-5334.
  [code:anson0910/CNN_face_detection]
• Yang B, Yan J, Lei Z, et al. Convolutional channel features[C]//Proceedings of the IEEE international conference on computer vision. 2015: 82-90.
  [code:bitbucket.org/binyangderek/ccf]
• 【Multiview Face Detection】Sachin Sudhakar Farfade, Mohammad Saberian, Li-Jia Li .Multi-view Face Detection Using Deep Convolutional Neural Networks .[J] arXiv preprint arXiv:1502.02766.
  [code: guoyilin/FaceDetection_CNN]
• Anjith George, Anirban Dasgupta, Aurobinda Routray .A Framework for Fast Face and Eye Detection .[J] arXiv preprint arXiv:1505.03344.
• Golnaz Ghiasi, Charless C. Fowlkes .Occlusion Coherence: Detecting and Localizing Occluded Faces .[J] arXiv preprint arXiv:1506.08347.
• Ilya Kalinovskii, Vladimir Spitsyn .Compact Convolutional Neural Network Cascade for Face Detection .[J] arXiv preprint arXiv:1508.01292.
• Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .A Deep Pyramid Deformable Part Model for Face Detection .[J] arXiv preprint arXiv:1508.04389.
  [code:fddb/results]
• Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .From Facial Parts Responses to Face Detection: A Deep Learning Approach .[J] arXiv preprint arXiv:1509.06451.
• Babins Shrestha, Nitesh Saxena, Hien Thi Thu Truong, N. Asokan .Contextual Proximity Detection in the Face of Context-Manipulating Adversaries .[J] arXiv preprint arXiv:1511.00905.
• Sohini Roychowdhury .Facial Expression Detection using Patch-based Eigen-face Isomap Networks .[J] arXiv preprint arXiv:1511.03363.
• Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .WIDER FACE: A Face Detection Benchmark .[J] arXiv preprint arXiv:1511.06523.

2016

• Qin H, Yan J, Li X, et al. Joint training of cascaded cnn for face detection[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3456-3465.
• Michael J. Wilber, Vitaly Shmatikov, Serge Belongie .Can we still avoid automatic face detection? .[J] arXiv preprint arXiv:1602.04504.
• Sayantan Sarkar, Vishal M. Patel, Rama Chellappa .Deep Feature-based Face Detection on Mobile Devices .[J] arXiv preprint arXiv:1602.04868.
• Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition .[J] arXiv preprint arXiv:1603.01249.
• Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa .Partial Face Detection for Continuous Authentication .[J] arXiv preprint arXiv:1603.09364.
• 【MTCNN】Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao .Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks .[J] arXiv preprint arXiv:1604.02878.
  [code;kpzhang93/MTCNN_face_detection_alignment]
• Yunzhu Li, Benyuan Sun, Tianfu Wu, Yizhou Wang .Face Detection with End-to-End Integration of a ConvNet and a 3D Model .[J] arXiv preprint arXiv:1606.00850.
  [code:tfwu/FaceDetectionConvNet-3D]
• Huaizu Jiang, Erik Learned-Miller .Face Detection with the Faster R-CNN .[J] arXiv preprint arXiv:1606.03473.
• Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides .CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection .[J] arXiv preprint arXiv:1606.05413.
• Dong Chen, Gang Hua, Fang Wen, Jian Sun .Supervised Transformer Network for Efficient Face Detection .[J] arXiv preprint arXiv:1607.05477.
• Yu J, Jiang Y, Wang Z, et al. UnitBox: An Advanced Object Detection Network[J]. arXiv preprint arXiv:1608.01471, 2016.
• Michael McCoyd, David Wagner .Spoofing 2D Face Detection: Machines See People Who Aren’t There .[J] arXiv preprint arXiv:1608.02128.
• Shaohua Wan, Zhijun Chen, Tao Zhang, Bo Zhang, Kong-kat Wong .Bootstrapping Face Detection with Hard Negative Examples .[J] arXiv preprint arXiv:1608.02236.
• Michael Opitz, Georg Waltner, Georg Poier, Horst Possegger, Horst Bischof .Grid Loss: Detecting Occluded Faces .[J] arXiv preprint arXiv:1609.00129.
• Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu .Object Specific Deep Learning Feature and Its Application to Face Detection .[J] arXiv preprint arXiv:1609.01366.
• Zhenheng Yang, Ram Nevatia .A Multi-Scale Cascade Fully Convolutional Network Face Detector .[J] arXiv preprint arXiv:1609.03536.
• Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen .Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness .[J] arXiv preprint arXiv:1609.07304.
• Jyothi Korra .Comparing Face Detection and Recognition Techniques .[J] arXiv preprint arXiv:1610.04575.
• Zhuqi Li, Weijie Chen, Zhenyi Li, Kaigui Bian .Look into My Eyes: Fine-grained Detection of Face-screen Distance on Smartphones .[J] arXiv preprint arXiv:1612.04131.
• 【HR】Peiyun Hu, Deva Ramanan .Finding Tiny Faces .[J] arXiv preprint arXiv:1612.04402.
  [code: peiyunh/tiny]
• Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides .Towards a Deep Learning Framework for Unconstrained Face Detection .[J] arXiv preprint arXiv:1612.05322.

2017

• Smriti Tikoo, Nitin Malik .Detection of Face using Viola Jones and Recognition using Back Propagation Neural Network .[J] arXiv preprint arXiv:1701.08257.
• Smriti Tikoo, Nitin Malik .Detection, Segmentation and Recognition of Face and its Features Using Neural Network .[J] arXiv preprint arXiv:1701.08259.
• Xudong Sun, Pengcheng Wu, Steven C.H. Hoi .Face Detection using Deep Learning: An Improved Faster RCNN Approach .[J] arXiv preprint arXiv:1701.08289.
• Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .Faceness-Net: Face Detection through Deep Facial Part Responses .[J] arXiv preprint arXiv:1701.08393.
• Yuguang Liu, Martin D. Levine .Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained “Hard Faces” .[J] arXiv preprint arXiv:1703.09145.
• Liying Chi, Hongxin Zhang, Mingxiu Chen .End-To-End Face Detection and Recognition .[J] arXiv preprint arXiv:1703.10818.
• Upal Mahbub, Sayantan Sarkar, Rama Chellappa .Partial Face Detection in the Mobile Domain .[J] arXiv preprint arXiv:1704.02117.
• Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu .Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild .[J] arXiv preprint arXiv:1705.02402.
  [code url in paper:dlib.net]
• 【Face R-CNN】【Tencent AI Lab】Hao Wang, Zhifeng Li, Xing Ji, Yitong Wang .Face R-CNN .[J] arXiv preprint arXiv:1706.01061.
• Shuo Yang, Yuanjun Xiong, Chen Change Loy, Xiaoou Tang .Face Detection through Scale-Friendly Deep Convolutional Networks .[J] arXiv preprint arXiv:1706.02863.
• Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu .Scale-Aware Face Detection .[J] arXiv preprint arXiv:1706.09876.
• Yancheng Bai, Bernard Ghanem .Multi-Branch Fully Convolutional Network for Face Detection .[J] arXiv preprint arXiv:1707.06330.
• Keke He, Yanwei Fu, Xiangyang Xue .A Jointly Learned Deep Architecture for Facial Attribute Analysis and Face Detection in the Wild .[J] arXiv preprint arXiv:1707.08705.
• Weilin Cong, Sanyuan Zhao, Hui Tian, Jianbing Shen .Improved Face Detection and Alignment using Cascade Deep Convolutional Network .[J] arXiv preprint arXiv:1707.09364.
• 【Focal loss】Lin T Y, Goyal P, Girshick R, et al. Focal loss for dense object detection[J]. IEEE transactions on pattern analysis and machine intelligence, 2018.
  [code:facebookresearch/Detectron]
• Manuel Günther, Peiyun Hu, Christian Herrmann, Chi Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult .Unconstrained Face Detection and Open-Set Face Recognition Challenge .[J] arXiv preprint arXiv:1708.02337.
  [code url in paper:pypi/challenge.uccs; vast.uccs.edu/Opensetface; nist.gov/face-recognition-vendor-test-frvt]
• 【SSH】Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry Davis .SSH: Single Stage Headless Face Detector .[J] arXiv preprint arXiv:1708.03979.
  [code:mahyarnajibi/SSH]
• Nataniel Ruiz, James M. Rehg .Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker Container .[J] arXiv preprint arXiv:1708.04370.
  [code:natanielruiz/dockerface]
• 【FaceBoxes】Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li .FaceBoxes: A CPU Real-time Face Detector with High Accuracy .[J] arXiv preprint arXiv:1708.05234.
  [code:sfzhang15/FaceBoxes;zeusees/FaceBoxes]
• 【S^3FD】Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li .S^3FD: Single Shot Scale-invariant Face Detector .[J] arXiv preprint arXiv:1708.05237.
  [code:sfzhang15/SFD]
• SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller .End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering .[J] arXiv preprint arXiv:1709.02458.
  [code:souyoungjin.com/erclustering]
• Yujia Chen, Lingxiao Song, Ran He .Masquer Hunter: Adversarial Occlusion-aware Face Detection .[J] arXiv preprint arXiv:1709.05188.
• 【face R-FCN】Yitong Wang, Xing Ji, Zheng Zhou, Hao Wang, Zhifeng Li .Detecting Faces Using Region-based Fully Convolutional Networks .[J] arXiv preprint arXiv:1709.05256.
• Mahmoud Afifi, Marwa Nasser, Mostafa Korashy, Katherine Rohde, Aly Abdelrahim .Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study .[J] arXiv preprint arXiv:1709.07720.
• Luiz Souza, Mauricio Pamplona, Luciano Oliveira, João Papa .How far did we get in face spoofing detection? .[J] arXiv preprint arXiv:1710.09868.
• 【FAN】Jianfeng Wang, Ye Yuan, Gang Yu .Face Attention Network: An Effective Face Detector for the Occluded Faces .[J] arXiv preprint arXiv:1711.07246.
• Jialiang Zhang, Xiongwei Wu, Jianke Zhu, Steven C.H. Hoi .Feature Agglomeration Networks for Single Stage Face Detection .[J] arXiv preprint arXiv:1712.00721.
• Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen .FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection .[J] arXiv preprint arXiv:1712.03687.
• Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell .Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks .[J] arXiv preprint arXiv:1712.08263.

2018

• Fei Yang, Qian Zhang, Miaohui Wang, Guoping Qiu .Quality Classified Image Analysis with Application to Face Detection and Recognition .[J] arXiv preprint arXiv:1801.06445.
• Alexandre Attia, Sharone Dayan .Detecting and counting tiny faces .[J] arXiv preprint arXiv:1801.06504.
• Changzheng Zhang, Xiang Xu, Dandan Tu .Face Detection Using Improved Faster RCNN .[J] arXiv preprint arXiv:1802.02142.
• Anand Bhattad, Jason Rock, David Forsyth .Detecting Anomalous Faces with ‘No Peeking’ Autoencoders .[J] arXiv preprint arXiv:1802.05798.
• Yue Xi, Jiangbin Zheng, Xiangjian He, Wenjing Jia, Hanhui Li.Beyond Context: Exploring Semantic Similarity for Tiny Face Detection .[J] arXiv preprint arXiv:1803.01555.
• Xiao Song, Xu Zhao, Tianwei Lin.Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features .[J] arXiv preprint arXiv:1803.04722.
• Pouya Samangouei, Mahyar Najibi, Larry Davis, Rama Chellappa.Face-MagNet: Magnifying Feature Maps to Detect Small Faces .[J] arXiv preprint arXiv:1803.05258.
  [code:po0ya/face-magnet]
• Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment .[J] arXiv preprint arXiv:1803.05588.
• 【PyramidBox】Xu Tang, Daniel K. Du, Zeqiang He, Jingtuo Liu .PyramidBox: A Context-assisted Single Shot Face Detector .[J] arXiv preprint arXiv:1803.07737.
  [code:PaddlePaddle/face_detection]
• 【Dataset】Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner .FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces .[J] arXiv preprint arXiv:1803.09179.
• Guanjun Guo, Hanzi Wang, Yan Yan, Jin Zheng, Bo Li .A Fast Face Detection Method via Convolutional Neural Network .[J] arXiv preprint arXiv:1803.10103.
• Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman .Event-based Dynamic Face Detection and Tracking Based on Activity .[J] arXiv preprint arXiv:1803.10106.
• Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis .Two-Stream Neural Networks for Tampered Face Detection .[J] arXiv preprint arXiv:1803.11276.
  [code url in paper:MKLab-ITI/image-forensics; MarekKowalski/FaceSwap]
• Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo .Learning to Anonymize Faces for Privacy Preserving Action Detection .[J] arXiv preprint arXiv:1803.11556.
  [code:jason718.github.io]
• Saurav Jha, Nikhil Agarwal, Suneeta Agarwal .Towards Improved Cartoon Face Detection and Recognition Systems .[J] arXiv preprint arXiv:1804.01753.
  [code url in paper:nagadomi/animeface-2009; kaggle/facial-keypoints-detection]
• Guanglu Song, Yu Liu, Ming Jiang, Yujie Wang, Junjie Yan, Biao Leng .Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy .[J] arXiv preprint arXiv:1804.05197.
• Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen .Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks .[J] arXiv preprint arXiv:1804.06039.
  [code:Jack-CV/FaceKit]
• Jianfeng Wang, Ye Yuan, Boxun Li, Gang Yu, Sun Jian .SFace: An Efficient Network for Face Detection in Large Scale Variations .[J] arXiv preprint arXiv:1804.06559.
• Yuqian Zhou, Ding Liu, Thomas Huang .Survey of Face Detection on Low-quality Images .[J] arXiv preprint arXiv:1804.07362.
• Hajime Nada, Vishwanath A. Sindagi, He Zhang, Vishal M. Patel .Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results .[J] arXiv preprint arXiv:1804.10275.
  [code:ufdd.info]
• 【.】Ce Qi, Xiaoping Chen, Pingyu Wang, Fei Su .Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection .[J] arXiv preprint arXiv:1804.10743.
• Baosheng Yu, Dacheng Tao .Anchor Cascade for Efficient Face Detection .[J] arXiv preprint arXiv:1805.03363.
• Mehmet Kerim Yucel, Yunus Can Bilge, Oguzhan Oguz, Nazli Ikizler-Cinbis, Pinar Duygulu, Ramazan Gokberk Cinbis .Wildest Faces: Face Detection and Recognition in Violent Settings .[J] arXiv preprint arXiv:1805.07566.
• Avishek Joey Bose, Parham Aarabi .Adversarial Attacks on Face Detectors using Neural Net based Constrained Optimization .[J] arXiv preprint arXiv:1805.12302.
• Yuezun Li, Ming-Ching Chang, Siwei Lyu .In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking .[J] arXiv preprint arXiv:1806.02877.
• Gustavo Botelho de Souza, João Paulo Papa, Aparecido Nilceu Marana .On the Learning of Deep Local Features for Robust Face Spoofing Detection .[J] arXiv preprint arXiv:1806.07492.
• Shervin Rahimzadeh Arashloo, Josef Kittler .Client-Specific Anomaly Detection for Face Presentation Attack Detection .[J] arXiv preprint arXiv:1807.00848.
• Moritz Lode, Michael Örtl, Christian Koch, Amr Rizk, Ralf Steinmetz .Detection and Analysis of Content Creator Collaborations in YouTube Videos using Face- and Speaker-Recognition .[J] arXiv preprint arXiv:1807.02020.
• Clemens Seibold, Anna Hilsmann, Peter Eisert .Reflection Analysis for Face Morphing Attack Detection .[J] arXiv preprint arXiv:1807.02030.
• Xiao Song, Xu Zhao, Liangji Fang, Tianwei Lin .Discriminative Representation Combinations for Accurate Face Spoofing Detection .[J] arXiv preprint arXiv:1808.08802.
• Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou .Selective Refinement Network for High Performance Face Detection .[J] arXiv preprint arXiv:1809.02693.
• Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Louis-Antoine Blais-Morin .A Comparison of CNN-based Face and Head Detectors for Real-Time Video Surveillance Applications .[J] arXiv preprint arXiv:1809.03336.
• Bruna Vieira Frade, Erickson R. Nascimento .A Two-Step Learning Method For Detecting Landmarks on Faces From Different Domains .[J] arXiv preprint arXiv:1809.04621.
• Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .A Fast and Accurate System for Face Detection, Identification, and Verification .[J] arXiv preprint arXiv:1809.07586.
• Chih-Chung Hsu, Chia-Yen Lee, Yi-Xiu Zhuang .Learning to Detect Fake Face Images in the Wild .[J] arXiv preprint arXiv:1809.08754.
• 【DSFD】Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian, Jian Yang, Chengjie Wang, Jilin Li, Feiyue Huang .DSFD: Dual Shot Face Detector .[J] arXiv preprint arXiv:1810.10220.
  [code:TencentYoutuResearch/FaceDetection-DSFD]
• Yuezun Li, Siwei Lyu .Exposing DeepFake Videos By Detecting Face Warping Artifacts .[J] arXiv preprint arXiv:1811.00656.
• Wanxin Tian, Zixuan Wang, Haifeng Shen, Weihong Deng, Binghui Chen, Xiubao Zhang .Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision .[J] arXiv preprint arXiv:1811.08557.
• Petru Soviany, Radu Tudor Ionescu .Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors .[J] arXiv preprint arXiv:1811.11582.
• Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille .Robust Face Detection via Learning Small Faces on Hard Images .[J] arXiv preprint arXiv:1811.11662.
  [code:bairdzhang/smallhardface]
• Thibaut Issenhuth, Vinkle Srivastav, Afshin Gangi, Nicolas Padoy .Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach .[J] arXiv preprint arXiv:1811.12296.
• Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen .Face-Focused Cross-Stream Network for Deception Detection in Videos .[J] arXiv preprint arXiv:1812.04429.
• Mahyar Najibi, Bharat Singh, Larry S. Davis .FA-RPN: Floating Region Proposals for Face Detection .[J] arXiv preprint arXiv:1812.05586.
• 【Dataset】Jian Han, Sezer Karaoglu, Hoang-An Le, Theo Gevers .Improving Face Detection Performance with 3D-Rendered Synthetic Data .[J] arXiv preprint arXiv:1812.07363.
• Shi Luo, Xiongfei Li, Rui Zhu, Xiaoli Zhang .SFA: Small Faces Attention Face Detector .[J] arXiv preprint arXiv:1812.08402.
• Guido Borghi .Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring .[J] arXiv preprint arXiv:1812.05831.

2019

• Vishal Kaushal, Rishabh Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan .Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance .[J] arXiv preprint arXiv:1901.01153.
• Yundong Zhang, Xiang Xu, Xiaotao Liu .Robust and High Performance Face Detector .[J] arXiv preprint arXiv:1901.02350.
• Shridhar Ravikumar .Lightweight Markerless Monocular Face Capture with 3D Spatial Priors .[J] arXiv preprint arXiv:1901.05355.
• Vishwanath A. Sindagi, Vishal M. Patel .DAFE-FD: Density Aware Feature Enrichment for Face Detection .[J] arXiv preprint arXiv:1901.05375.
• Shifeng Zhang, Rui Zhu, Xiaobo Wang, Hailin Shi, Tianyu Fu, Shuo Wang, Tao Mei, Stan Z. Li .Improved Selective Refinement Network for Face Detection .[J] arXiv preprint arXiv:1901.06651.
• Matteo Ferrara, Annalisa Franco, Davide Maltoni .Face morphing detection in the presence of printing/scanning and heterogeneous image sources .[J] arXiv preprint arXiv:1901.08811.
• 【Dataset】Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner .FaceForensics++: Learning to Detect Manipulated Facial Images .[J] arXiv preprint arXiv:1901.08971.
  [data:ondyari/FaceForensics]
• Nguyen Van Quang, Hiromasa Fujihara .Revisiting a single-stage method for face detection .[J] arXiv preprint arXiv:1902.01559.
• Jianglin Fu, Saeed Ranjbar Alvar, Ivan V. Bajic, Rodney G. Vaughan .FDDB-360: Face Detection in 360-degree Fisheye Images .[J] arXiv preprint arXiv:1902.02777.
• Bindita Chaudhuri, Noranart Vesdapunt, Baoyuan Wang .Joint Face Detection and Facial Motion Retargeting for Multiple Faces .[J] arXiv preprint arXiv:1902.10744.
• Qiushan Guo, Yuan Dong, Yu Guo, Hongliang Bai .MSFD:Multi-Scale Receptive Field Face Detector .[J] arXiv preprint arXiv:1903.04147.
• Mohammad Nayeem Teli, Bruce A. Draper, J. Ross Beveridge .Face Detection in Repeated Settings .[J] arXiv preprint arXiv:1903.08649.
• Zhihang Li, Xu Tang, Junyu Han, Jingtuo Liu, Ran He .PyramidBox++: High Performance Detector for Finding Tiny Face .[J] arXiv preprint arXiv:1904.00386.
• Yonghao He, Dezhong Xu, Lifang Wu, Meng Jian, Shiming Xiang, Chunhong Pan .LFFD: A Light and Fast Face Detector for Edge Devices .[J] arXiv preprint arXiv:1904.10633.
• Lucas Faria Porto, Laise Nascimento Correia Lima, Marta Flores, Andrea Valsecchi, Oscar Ibanez, Carlos Eduardo Machado Palhares, Flavio de Barros Vidal .Automatic cephalometric landmarks detection on frontal faces: an approach based on supervised learning techniques .[J] arXiv preprint arXiv:1904.10816.
• Heming Zhang, Xiaolong Wang, Jingwen Zhu, C.-C. Jay Kuo .Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices .[J] arXiv preprint arXiv:1904.12094.
• Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan .Recurrent Convolutional Strategies for Face Manipulation Detection in Videos .[J] arXiv preprint arXiv:1905.00582.
• Jiankang Deng, Jia Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, Stefanos Zafeiriou .RetinaFace: Single-stage Dense Face Localisation in the Wild .[J] arXiv preprint arXiv:1905.00641.
• Faen Zhang, Xinyu Fan, Guo Ai, Jianfei Song, Yongqiang Qin, Jiahong Wu .Accurate Face Detection for High Performance .[J] arXiv preprint arXiv:1905.01585.
• Emily Denton, Ben Hutchinson, Margaret Mitchell, Timnit Gebru .Detecting Bias with Generative Counterfactual Face Attribute Augmentation .[J] arXiv preprint arXiv:1906.06439.
• YoungJoon Yoo, Dongyoon Han, Sangdoo Yun .EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse .[J] arXiv preprint arXiv:1906.06579.
• 【Dataset】Jianglin Fu, Ivan V. Bajic, Rodney G. Vaughan .Datasets for Face and Object Detection in Fisheye Images .[J] arXiv preprint arXiv:1906.11942.
• Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov, Karthik Raveendran, Matthias Grundmann .BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs .[J] arXiv preprint arXiv:1907.05047.
• Amit Kumar, Rama Chellappa .Landmark Detection in Low Resolution Faces with Semi-Supervised Learning .[J] arXiv preprint arXiv:1907.13255.
• Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic .Dynamic Face Video Segmentation via Reinforcement Learning .[J] arXiv preprint arXiv:1907.01296.
• Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li .RefineFace: Refinement Neural Network for High Performance Face Detection .[J] arXiv preprint arXiv:1909.04376.
• Joel Stehouwer, Hao Dang, Feng Liu, Xiaoming Liu, Anil Jain .On the Detection of Digital Face Manipulation .[J] arXiv preprint arXiv:1910.01717.
• Kritaphat Songsri-in, Stefanos Zafeiriou .Complement Face Forensic Detection and Localization with FacialLandmarks .[J] arXiv preprint arXiv:1910.05455.
• Mohammad Iqbal Nouyed, Guodong Guo .Face Detection on Surveillance Images .[J] arXiv preprint arXiv:1910.11121.
• Iacopo Masi, Joe Mathai, Wael AbdAlmageed.Learning Structure via Consensus for Face Segmentation and Parsing [J]. arXiv preprint arXiv:1911.00957.
• Souhail Bakkali, Zuheng Ming, Muhammad Muzzamil Luqman, Jean-Christophe Burie.Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions [J]. arXiv preprint arXiv:1911.03567.
• Hongxing Gao, Wei Tao, Dongchao Wen, Junjie Liu, Tse-Wei Chen, Kinya Osa, Masami Kato .DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection [J]. arXiv preprint arXiv:1911.05341.
• Samuel W. F. Earp, Pavit Noinongyao, Justin A. Cairns, Ankush Ganguly .Face Detection with Feature Pyramids and Landmarks [J]. arXiv preprint arXiv:1912.00596.
• Xiao Yang, Fangyun Wei, Hongyang Zhang, Xiang Ming, Jun Zhu .Design and Interpretation of Universal Adversarial Patches in Face Detection [J]. arXiv preprint arXiv:1912.05021.
• Yang Liu, Xu Tang, Xiang Wu, Junyu Han, Jingtuo Liu, Errui Ding .HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces [J]. arXiv preprint arXiv:1912.09231.

2020

• Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales, Javier Ortega-Garcia .DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection .[J] arXiv preprint arXiv:2001.00179
• Seyed Mehdi Iranmanesh, Ali Dabouei, Sobhan Soleymani, Hadi Kazemi, Nasser M. Nasrabadi .Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces .[J] arXiv preprint arXiv:2001.03113
• Yihao Huang, Felix Juefei-Xu, Run Wang, Xiaofei Xie, Lei Ma, Jianwen Li, Weikai Miao, Yang Liu, Geguang Pu .FakeLocator: Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles .[J] arXiv preprint arXiv:2001.09598
• Zhengzhe Liu, Xiaojuan Qi, Philip Torr .Global Texture Enhancement for Fake Face Detection in the Wild .[J] arXiv preprint arXiv:2002.00133
• Guanglu Song, Yu Liu, Yuhang Zang, Xiaogang Wang, Biao Leng, Qingsheng Yuan .KPNet: Towards Minimal Face Detector .[J] arXiv preprint arXiv:2003.07543
• Shubham Agrawal, Anuj Pahuja, Simon Lucey .High Accuracy Face Geometry Capture using a Smartphone Video .[J] arXiv preprint arXiv:2003.08583
• Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .JAA-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention .[J] arXiv preprint arXiv:2003.08834
• Bin Zhang, Jian Li, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yili Xia, Wenjiang Pei, Rongrong Ji .ASFD: Automatic and Scalable Face Detector .[J] arXiv preprint arXiv:2003.11228
• Hadi Mansourifar, Weidong Shi .One-Shot GAN Generated Fake Face Detection .[J] arXiv preprint arXiv:2003.12244
• Nicolò Bonettini, Edoardo Daniele Cannas, Sara Mandelli, Luca Bondi, Paolo Bestagini, Stefano Tubaro .Video Face Manipulation Detection Through Ensemble of CNNs [J]. arXiv preprint arXiv:2004.07676.
• Nika Dogonadze, Jana Obernosterer, Ji Hou .Deep Face Forgery Detection [J]. arXiv preprint arXiv:2004.11804.
• Daniel Mas Montserrat, Hanxiang Hao, S. K. Yarlagadda, Sriram Baireddy, Ruiting Shao, János Horváth, Emily Bartusiak, Justin Yang, David Güera, Fengqing Zhu, Edward J. Delp .Deepfakes Detection with Automatic Face Weighting [J]. arXiv preprint arXiv:2004.12027.
• Zehao Chen, Hua Yang .Manipulated Face Detector: Joint Spatial and Frequency Domain Attention Network [J]. arXiv preprint arXiv:2005.02958.
• Mingjie Jiang, Xinqi Fan .RetinaMask: A Face Mask detector [J]. arXiv preprint arXiv:2005.03950.
• Zhiqing Guo, Gaobo Yang, Jiyou Chen, Xingming Sun .Fake Face Detection via Adaptive Residuals Extraction Network [J]. arXiv preprint arXiv:2005.04945.
• Dmitry Yashunin, Tamir Baydasov, Roman Vlasov .MaskFace: multi-task face and landmark detector [J]. arXiv preprint arXiv:2005.09412.
• Gereon Fox, Wentao Liu, Hyeongwoo Kim, Hans-Peter Seidel, Mohamed Elgharib, Christian Theobalt .VideoForensicsHQ: Detecting High-quality Manipulated Face Videos [J]. arXiv preprint arXiv:2005.10360.
• Polychronis Charitidis, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Ioannis Kompatsiaris .A Face Preprocessing Approach for Improved DeepFake Detection [J]. arXiv preprint arXiv:2006.07084.
• Rafael Redondo, Jaume Gibert .Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation [J]. arXiv preprint arXiv:2006.13980.
• Bin Zhang, Jian Li, Yabiao Wang, Zhipeng Cui, Yili Xia, Chengjie Wang, Jilin Li, Feiyue Huang .ACFD: Asymmetric Cartoon Face Detector [J]. arXiv preprint arXiv:2007.00899.
• Zixuan Xu, Banghuai Li, Miao Geng, Ye Yuan, Gang Yu .AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses [J]. arXiv preprint arXiv:2007.03221.
• Khawar Islam, Uzma Afzal .Framework for Passenger Seat Availability Using Face Detection in Passenger Bus [J]. arXiv preprint arXiv:2007.05906.
• Yuyang Qian, Guojun Yin, Lu Sheng, Zixuan Chen, Jing Shao .Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues [J]. arXiv preprint arXiv:2007.09355.
• Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu .Recurrent Exposure Generation for Low-Light Face Detection [J]. arXiv preprint arXiv:2007.10963.
• Yuval Nirkin, Lior Wolf, Yosi Keller, Tal Hassner .DeepFake Detection Based on the Discrepancy Between the Face and its Context [J]. arXiv preprint arXiv:2008.12262.
• Disheng Feng, Xuequan Lu, Xufeng Lin .Deep Detection for Face Manipulation [J]. arXiv preprint arXiv:2009.05934.
• Amit Chavda, Jason Dsouza, Sumeet Badgujar, Ankit Damani .Multi-Stage CNN Architecture for Face Mask Detection [J]. arXiv preprint arXiv:2009.07627.
• G. Jignesh Chowdary, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal .Face Mask Detection using Transfer Learning of InceptionV3 [J]. arXiv preprint arXiv:2009.08369.
• Leonardo Ramos, Bernardo Morales .SwiftFace: Real-Time Face Detection [J]. arXiv preprint arXiv:2009.13743.
• Jia-Yi Chang, Yan-Feng Lu, Ya-Jun Liu, Bo Zhou, Hong Qiao .Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system [J]. arXiv preprint arXiv:2010.04421.
• Yuzhen Chen, Menghan Hu, Chunjun Hua, Guangtao Zhai, Jian Zhang, Qingli Li, Simon X. Yang .Face Mask Assistant: Detection of Face Mask Service Stage Based on Mobile Phone [J]. arXiv preprint arXiv:2010.06421.
• Sherzod Salokhiddinov, Seungkyu Lee .Small Noisy and Perspective Face Detection using Deformable Symmetric Gabor Wavelet Network [J]. arXiv preprint arXiv:2010.16164.
• Aniruddha Srinivas Joshi, Shreyas Srinivas Joshi, Goutham Kanahasabai, Rudraksh Kapil, Savyasachi Gupta .Deep Learning Framework to Detect Face Masks from Video Footage [J]. arXiv preprint arXiv:2011.02371.
• Yi Luo (1), Siyi Chen (2), X.-G. Ma (2) ((1) School of Energy and Environment, Southeast University, Nanjing, China (2) International Institute for Urban Systems Engineering, Southeast University, Nanjing, China) .Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios [J]. arXiv preprint arXiv:2011.07689.
• Yanjia Zhu, Hongxiang Cai, Shuhan Zhang, Chenhao Wang, Yichao Xiong .TinaFace: Strong but Simple Baseline for Face Detection [J]. arXiv preprint arXiv:2011.13183.
• Puranjay Mohan, Aditya Jyoti Paul, Abhay Chirania .A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints [J]. arXiv preprint arXiv:2011.14858.
• Sobhan Soleymani, Baaria Chaudhary, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi .Differential Morphed Face Detection Using Deep Siamese Networks [J]. arXiv preprint arXiv:2012.01541.
• Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic .Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection [J]. arXiv preprint arXiv:2012.07657.
• Vitor Albiero, Xingyu Chen, Xi Yin, Guan Pang, Tal Hassner .img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation [J]. arXiv preprint arXiv:2012.07791.

2021

• [DATASET]Ziyi Liu, Jie Yang, Mengchen Lin, Kenneth Kam Fai Lai, Svetlana Yanushkevich, Orly Yadid-Pecht .WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range [J]. arXiv preprint arXiv:2101.03826.

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Face Alignment

2012

• Thai Hoang Le, Truong Nhat Vo .Face Alignment Using Active Shape Model And Support Vector Machine .[J] arXiv preprint arXiv:1209.06151.

2013

• Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio .Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines? .[J] arXiv preprint arXiv:1311.04082.

2014

• Liansheng Zhuang, Tsung-Han Chan,