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2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)

Nov. 16 2020 to Nov. 20 2020

Buenos Aires, Argentina

ISBN: 978-1-7281-3079-8

Table of Contents

Title PageFreely available from IEEE.pp. i-i
Title PageFreely available from IEEE.pp. iii-iii
Copyright PageFreely available from IEEE.pp. iv-iv
Table of ContentsFreely available from IEEE.pp. v-xx
Message from the General and Program Chairs FG 2020Freely available from IEEE.pp. xxi-xxi
by Juan Wachs, Sergio Escalera, Jeffrey Cohn, Albert Ali Salah, Arun Ross
Organizing CommitteeFreely available from IEEE.pp. xxii-xxiii
Area ChairsFreely available from IEEE.pp. xxiv-xxiv
Program CommitteeFreely available from IEEE.pp. xxv-xxviii
Workshop CommitteesFreely available from IEEE.pp. xxix-xxxi
Competition CommitteesFreely available from IEEE.pp. xxxii-xxxiii
SponsorsFreely available from IEEE.pp. xxxiv-xxxiv
Image Enhancement for Remote Photoplethysmography in a Low-Light EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Lin Xi, Weihai Chen, Changchen Zhao, Xingming Wu, Jianhua Wang
Toward fast and accurate human pose estimation via soft-gated skip connectionsFull-text access may be available. Sign in or learn about subscription options.pp. 8-15
by Adrian Bulat, Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic
Head2Head: Video-based Neural Head SynthesisFull-text access may be available. Sign in or learn about subscription options.pp. 16-23
by Mohammad Rami Koujan, Michail Christos Doukas, Anastasios Roussos, Stefanos Zafeiriou
Real-time Facial Expression Recognition “In The Wild” by Disentangling 3D Expression from IdentityFull-text access may be available. Sign in or learn about subscription options.pp. 24-31
by Mohammad Rami Koujan, Luma Alharbawee, Giorgos Giannakakis, Nicolas Pugeault, Anastasios Roussos
ATFaceGAN: Single Face Image Restoration and Recognition from Atmospheric TurbulenceFull-text access may be available. Sign in or learn about subscription options.pp. 32-39
by Chun Pong Lau, Hossein Souri, Rama Chellappa
Gesture Agreement Assessment Using Description VectorsFull-text access may be available. Sign in or learn about subscription options.pp. 40-44
by Naveen Madapana, Glebys Gonzalez, Juan Wachs
IF-GAN: Generative Adversarial Network for Identity Preserving Facial Image Inpainting and FrontalizationFull-text access may be available. Sign in or learn about subscription options.pp. 45-52
by Kunjian Li, Qijun Zhao
A recurrent cycle consistency loss for progressive face-to-face synthesisFull-text access may be available. Sign in or learn about subscription options.pp. 53-60
by Enrique Sanchez, Michel Valstar
FT-RCNN: Real-time Visual Face Tracking with Region-based Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 61-68
by Yiming Lin, Jie Shen, Shiyang Cheng, Maja Pantic
Face Video Generation from a Single Image and LandmarksFull-text access may be available. Sign in or learn about subscription options.pp. 69-76
by Kritaphat Songsri-in, Stefanos Zafeiriou
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 77-84
by Okan Köpüklü, Thomas Ledwon, Yao Rong, Neslihan Kose, Gerhard Rigoll
How are attributes expressed in face DCNNs?Full-text access may be available. Sign in or learn about subscription options.pp. 85-92
by Prithviraj Dhar, Ankan Bansal, Carlos D. Castillo, Joshua Gleason, P. Jonathon Phillips, Rama Chellappa
End-to-end Facial and Physiological Model for Affective Computing and ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 93-100
by Joaquim Comas, Decky Aspandi, Xavier Binefa
Generative Model-Based Loss to the Rescue: A Method to Overcome Annotation Errors for Depth-Based Hand Pose EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 101-108
by Jiayi Wang, Franziska Mueller, Florian Bernard, Christian Theobalt
Clustering based Contrastive Learning for Improving Face RepresentationsFull-text access may be available. Sign in or learn about subscription options.pp. 109-116
by Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Face Denoising and 3D Reconstruction from A Single Depth ImageFull-text access may be available. Sign in or learn about subscription options.pp. 117-124
by Yicheng Zhong, Yuru Pei, Peixin Li, Yuke Guo, Gengyu Ma, Meng Liu, Wei Bai, WenHai Wu, Hongbin Zha
Gated Variational AutoEncoders: Incorporating Weak Supervision to Encourage DisentanglementFull-text access may be available. Sign in or learn about subscription options.pp. 125-132
by Matthew J. Vowels, Necati Cihan Camgoz, Richard Bowden
Recognizing Gestures from Videos using a Network with Two-branch Structure and Additional Motion CuesFull-text access may be available. Sign in or learn about subscription options.pp. 133-137
by Jiaxin Zhou, Takashi Komuro
DeepVI: A Novel Framework for Learning Deep View-Invariant Human Action Representations using a Single RGB CameraFull-text access may be available. Sign in or learn about subscription options.pp. 138-145
by Konstantinos Papadopoulos, Enjie Ghorbel, Oyebade Oyedotun, Djamila Aouada, Björn Ottersten
DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimationFull-text access may be available. Sign in or learn about subscription options.pp. 146-152
by Edouard Yvinec, Arnaud Dapogny, Kévin Bailly
MoDuL: Deep Modal and Dual Landmark-wise Gated Network for Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 153-159
by Sacha Bernheim, Estèphe Arnaud, Arnaud Dapogny, Kévin Bailly
EV-Action: Electromyography-Vision Multi-Modal Action DatasetFull-text access may be available. Sign in or learn about subscription options.pp. 160-167
by Lichen Wang, Bin Sun, Joseph Robinson, Taotao Jing, Yun Fu
Hybrid Video and Image Hashing for Robust Face RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 168-175
by Ruikui Wang, Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen
Robustness Analysis of Face ObscurationFull-text access may be available. Sign in or learn about subscription options.pp. 176-183
by Hanxiang Hao, David Güera, János Horváth, Amy R. Reibman, Edward J. Delp
Block Mobilenet: Align Large-Pose Faces with <1MB Model SizeFull-text access may be available. Sign in or learn about subscription options.pp. 184-191
by Bin Sun, Jun Li, Yun Fu
Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusionFull-text access may be available. Sign in or learn about subscription options.pp. 192-198
by Arnaud Dapogny, Kevin Bailly, Matthieu Cord
End-to-end Spatial Attention Network with Feature Mimicking for Head DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 199-206
by Junjie Zhang, Yuntao Liu, RongChun Li, Yong Dou
Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the InternetFull-text access may be available. Sign in or learn about subscription options.pp. 207-214
by Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
PAS-Net: Pose-based and Appearance-based Spatiotemporal Networks Fusion for Action RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 215-221
by Changzhen Li, Jie Zhang, Shiguang Shan, Xilin Chen
Neural Sign Language Translation by Learning TokenizationFull-text access may be available. Sign in or learn about subscription options.pp. 222-228
by Alptekin Orbay, Lale Akarun
Set Operation Aided Network for Action Units DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 229-235
by Huiyuan Yang, Taoyue Wang, Lijun Yin
Recognizing Perceived Emotions from Facial ExpressionsFull-text access may be available. Sign in or learn about subscription options.pp. 236-240
by Saurabh Hinduja, Shaun Canavan, Lijun Yin
Learning Monocular Face Reconstruction using Multi-View SupervisionFull-text access may be available. Sign in or learn about subscription options.pp. 241-248
by Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras
Dual-Attention GAN for Large-Pose Face FrontalizationFull-text access may be available. Sign in or learn about subscription options.pp. 249-256
by Yu Yin, Songyao Jiang, Joseph P. Robinson, Yun Fu
Taking Control of Intra-class Variation in Conditional GANs Under Weak SupervisionFull-text access may be available. Sign in or learn about subscription options.pp. 257-264
by Richard Marriott, Sami Romdhani, Liming Chen
Synthesising 3D Facial Motion from “In-the-Wild” SpeechFull-text access may be available. Sign in or learn about subscription options.pp. 265-272
by Panagiotis Tzirakis, Athanasios Papaioannou, Alexandros Lattas, Michail Tarasiou, Björn Schuller, Stefanos Zafeiriou
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-ReadingFull-text access may be available. Sign in or learn about subscription options.pp. 273-280
by Mingshuang Luo, Shuang Yang, Shiguang Shan, Xilin Chen
Attention Fusion for Audio-Visual Person Verification Using Multi-Scale FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 281-285
by Stefan Hörmann, Abdul Moiz, Martin Knoche, Gerhard Rigoll
Semi-supervised Emotion Recognition using Inconsistently Annotated DataFull-text access may be available. Sign in or learn about subscription options.pp. 286-293
by SL Happy, Antitza Dantcheva, Francois Bremond
Self-supervised Deformation Modeling for Facial Expression EditingFull-text access may be available. Sign in or learn about subscription options.pp. 294-301
by ShahRukh Athar, Zhixin Shu, Dimitris Samaras
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Face Attributes as Cues for Deep Face Recognition UnderstandingFull-text access may be available. Sign in or learn about subscription options.pp. 307-313
by Matheus Alves Diniz, William Robson Schwartz
3D Face Mask Anti-spoofing via Deep Fusion of Dynamic Texture and Shape CluesFull-text access may be available. Sign in or learn about subscription options.pp. 314-321
by Song Chen, Weixin Li, Hongyu Yang, Di Huang, Yunhong Wang
CLIFER: Continual Learning with Imagination for Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 322-328
by Nikhil Churamani, Hatice Gunes
Slim-CNN: A Light-Weight CNN for Face Attribute PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 329-335
by Ankit Kumar Sharma, Hassan Foroosh
An EEG-Based Multi-Modal Emotion Database with Both Posed and Authentic Facial Actions for Emotion AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 336-343
by Xiaotian Li, Xiang Zhang, Huiyuan Yang, Wenna Duan, Weiying Dai, Lijun Yin
Multimodal Deep Learning Framework for Mental Disorder RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 344-350
by Ziheng Zhang, Weizhe Lin, Mingyu Liu, Marwa Mahmoud
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite MatricesFull-text access may be available. Sign in or learn about subscription options.pp. 351-355
by Ettore Maria Celozzi, Luca Ciabini, Luca Cultrera, Pietro Pala, Stefano Berretti, Mohamed Daoudi, Alberto Del Bimbo
Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 356-363
by Yuanhang Zhang, Shuang Yang, Jingyun Xiao, Shiguang Shan, Xilin Chen
Deformation Flow Based Two-Stream Network for Lip ReadingFull-text access may be available. Sign in or learn about subscription options.pp. 364-370
by Jingyun Xiao, Shuang Yang, Yuanhang Zhang, Shiguang Shan, Xilin Chen
Automatic Detection of Self-Adaptors for Psychological DistressFull-text access may be available. Sign in or learn about subscription options.pp. 371-378
by Weizhe Lin, Indigo Orton, Mingyu Liu, Marwa Mahmoud
Temporal Triplet Mining for Personality RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 379-386
by Dario Dotti, Esam Ghaleb, Stylianos Asteriadis
Towards automatic monitoring of disease progression in sheep: A hierarchical model for sheep facial expressions analysis from videoFull-text access may be available. Sign in or learn about subscription options.pp. 387-393
by Francisca Pessanha, Krista McLennan, Marwa Mahmoud
Hand tracking from monocular RGB with dense semantic labelsFull-text access may be available. Sign in or learn about subscription options.pp. 394-401
by Peter Thompson, Aphrodite Galata
3D Landmark Localization in Point Clouds for the Human EarFull-text access may be available. Sign in or learn about subscription options.pp. 402-406
by Eimear O’ Sullivan, Stefanos Zafeiriou
Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 407-414
by István Sárándi, Timm Linder, Kai O. Arras, Bastian Leibe
First Investigation into the Use of Deep Learning for Continuous Assessment of Neonatal Postoperative PainFull-text access may be available. Sign in or learn about subscription options.pp. 415-419
by Md Sirajus Salekin, Ghada Zamzmi, Dmitry Goldgof, Rangachar Kasturi, Thao Ho, Yu Sun
Mutual Information Maximization for Effective Lip ReadingFull-text access may be available. Sign in or learn about subscription options.pp. 420-427
by Xing Zhao, Shuang Yang, Shiguang Shan, Xilin Chen
Leveraging Shared and Divergent Facial Expression Behavior Between Genders in Deception DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 428-435
by Gazi Naven, Taylan Sen, Luke Gerstner, Kurtis Haut, Melissa Wen, Ehsan Hoque
Dynamic versus Static Facial Expressions in the Presence of SpeechFull-text access may be available. Sign in or learn about subscription options.pp. 436-443
by Ali N. Salman, Carlos Busso
Generative Video Face Reenactment by AUs and Gaze RegularizationFull-text access may be available. Sign in or learn about subscription options.pp. 444-451
by Josep Famadas, Meysam Madadi, Cristina Palmero, Sergio Escalera
Simple and Effective Approaches for Uncertainty Prediction in Facial Action Unit Intensity RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 452-456
by Torsten Wörtwein, Louis-Philippe Morency
Beyond MAGIC: Matching Collaborative Gestures using an optimization-based ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 457-464
by Edgar Rojas-Muñoz, Juan P. Wachs
Learning Guided Attention Masks for Facial Action Unit RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 465-472
by Nagashri Lakshminarayana, Srirangaraj Setlur, Venu Govindaraju
Deep Weakly Supervised Domain Adaptation for Pain Localization in VideosFull-text access may be available. Sign in or learn about subscription options.pp. 473-480
by R Gnana Praveen, Eric Granger, Patrick Cardinal
A General Remote Photoplethysmography Estimator with Spatiotemporal Convolutional NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 481-488
by Si-Qi Liu, Pong C. Yuen
Apathy Classification by Exploiting Task RelatednessFull-text access may be available. Sign in or learn about subscription options.pp. 489-494
by S L Happy, Antitza Dantcheva, Abhijit Das, Francois Bremond, Radia Zeghari, Philippe Robert
Learning privacy-enhancing face representations through feature disentanglementFull-text access may be available. Sign in or learn about subscription options.pp. 495-502
by Blaž Bortolato, Marija Ivanovska, Peter Rot, Janez Križaj, Philipp Terhörst, Naser Damer, Peter Peer, Vitomir Štruc
Using a Skeleton Gait Energy Image for Pathological Gait ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 503-507
by João Loureiro, Paulo Lobato Correia
Kinematic Tracking of Rehabilitation Patients With Markerless Pose Estimation Fused with Wearable Inertial SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 508-514
by R. James Cotton
A video is worth more than 1000 lies. Comparing 3DCNN approaches for detecting deepfakesFull-text access may be available. Sign in or learn about subscription options.pp. 515-519
by Yaohui Wang, Antitza Dantcheva
Towards a visual Sign Language dataset for home care servicesFull-text access may be available. Sign in or learn about subscription options.pp. 520-524
by D. Kosmopoulos, I. Oikonomidis, C. Constantinopoulos, N. Arvanitis, K. Antzakas, A. Bifis, G. Lydakis, A. Roussos, A. Argyros
Visual Saliency Detection guided by Neural SignalsFull-text access may be available. Sign in or learn about subscription options.pp. 525-531
by Simone Palazzo, Francesco Rundo, Sebastiano Battiato, Daniela Giordano, Concetto Spampinato
Image-based Pose Representation for Action Recognition and Hand Gesture RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 532-539
by Zeyi Lin, Wei Zhang, Xiaoming Deng, Cuixia Ma, Hongan Wang
Estimation of Orofacial Kinematics in Parkinson’s Disease: Comparison of 2D and 3D Markerless Systems for Motion TrackingFull-text access may be available. Sign in or learn about subscription options.pp. 540-543
by Diego L. Guarin, Aidan Dempster, Andrea Bandini, Yana Yunusova, Babak Taati
Emotion or expressivity? An automated analysis of nonverbal perception in a social dilemmaFull-text access may be available. Sign in or learn about subscription options.pp. 544-551
by Su Lei, Kalin Stefanov, Jonathan Gratch
Video2Report: A Video Database for Automatic Reporting of Medical Consultancy SessionsFull-text access may be available. Sign in or learn about subscription options.pp. 552-556
by Laura Schiphorst, Metehan Doyran, Sabine Molenaar, Albert Ali Salah, Sjaak Brinkkemper
Nonverbal Behavioral Patterns Predict Social Rejection Elicited AggressionFull-text access may be available. Sign in or learn about subscription options.pp. 557-561
by Megan Quarmley, Zhibo Yang, Shahrukh Athar, Gregory Zelinksy, Dimitris Samaras, Johanna M. Jarcho
Mood Versus Identity: Studying the Influence of Affective States on Mobile BiometricsFull-text access may be available. Sign in or learn about subscription options.pp. 562-566
by Tempestt Neal, Shaun Canavan
A Computational View of the Emotional Regulation of Disgust using Multimodal SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 567-571
by Vidhathri Kota, Geeta Madhav Gali, Ifeoma Nwogu
iSAM: Personalizing an Artificial Intelligence Model for Emotion with Pleasure-Arousal-Dominance in Immersive Virtual RealityFull-text access may be available. Sign in or learn about subscription options.pp. 572-576
by Aviv Elor, Asiiah Song
Multimodal Fusion of Physiological Signals and Facial Action Units for Pain RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 577-581
by Saurabh Hinduja, Shaun Canavan, Gurmeet Kaur
Learning a Privacy-Preserving Global Feature Set for Mood Classification Using Smartphone Activity and Sensor DataFull-text access may be available. Sign in or learn about subscription options.pp. 582-586
by Sayde King, Mohamed Ebraheem, Khadija Zanna, Tempestt Neal
Summarizing Driving Behavior to Support Driver Stress AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 587-591
by André Roberto Ortoncelli, Luciano Silva, Olga Regina Perreira Bellon, Tiago Mota de Oliveira, Juliana Daga
Multitask Emotion Recognition with Incomplete LabelsFull-text access may be available. Sign in or learn about subscription options.pp. 592-599
by Didan Deng, Zhaokang Chen, Bertram E. Shi
Two-Stream Aural-Visual Affect Analysis in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 600-605
by Felix Kuhnke, Lars Rumberg, Jörn Ostermann
Latent-Based Adversarial Neural Networks for Facial Affect EstimationsFull-text access may be available. Sign in or learn about subscription options.pp. 606-610
by Decky Aspandi, Adria Mallol-Ragolta, Björn Schuller, Xavier Binefa
Multi-modal Sequence-to-sequence Model for Continuous Affect Prediction in the Wild Using Deep 3D FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 611-614
by Sowmya Rasipuram, Junaid Hamid Bhat, Anutosh Maitra
Facial Expression Recognition for In-the-wild VideosFull-text access may be available. Sign in or learn about subscription options.pp. 615-618
by Hanyu Liu, Jiabei Zeng, Shiguang Shan
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