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ORCID13th FG 2018: Xi'an, China
- 13th IEEE International Conference on Automatic Face & Gesture Recognition, FG 2018, Xi'an, China, May 15-19, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-2335-0
FG 2018 Main Conference
Session 1: Face Recognition
- Zhengming Ding, Yandong Guo, Lei Zhang, Yun Fu:
One-Shot Face Recognition via Generative Learning. 1-7 - Hao Zhang, Hu Han
, Jiyun Cui, Shiguang Shan, Xilin Chen:
RGB-D Face Recognition via Deep Complementary and Common Feature Learning. 8-15 - Gregory D. Castañón, Jeffrey Byrne:
Visualizing and Quantifying Discriminative Features for Face Recognition. 16-23
Session 2: Facial Expression Recognition
- Weijian Li, Di Huang, Huibin Li, Yunhong Wang:
Automatic 4D Facial Expression Recognition Using Dynamic Geometrical Image Network. 24-30 - Xiaofan Wei, Huibin Li, Jian Sun, Liming Chen:
Unsupervised Domain Adaptation with Regularized Optimal Transport for Multimodal 2D+3D Facial Expression Recognition. 31-37
Session 3: Special Session on Perception, Cognition, and Psychophysiology of Gesture Interaction
- Maria Eugenia Cabrera, Juan Pablo Wachs:
Biomechanical-Based Approach to Data Augmentation for One-Shot Gesture Recognition. 38-44 - Yushun Lin, Xiujuan Chai, Xilin Chen:
Kinematic Constrained Cascaded Autoencoder for Real-Time Hand Pose Estimation. 45-51 - Chi Lin, Jun Wan, Yanyan Liang, Stan Z. Li:
Large-Scale Isolated Gesture Recognition Using a Refined Fused Model Based on Masked Res-C3D Network and Skeleton LSTM. 52-58
Session 4: Databases and Tools
- Tadas Baltrusaitis, Amir Zadeh, Yao Chong Lim, Louis-Philippe Morency:
OpenFace 2.0: Facial Behavior Analysis Toolkit. 59-66 - Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman:
VGGFace2: A Dataset for Recognising Faces across Pose and Age. 67-74 - Thomas Gerig, Andreas Morel-Forster, Clemens Blumer, Bernhard Egger, Marcel Lüthi, Sandro Schönborn, Thomas Vetter:
Morphable Face Models - An Open Framework. 75-82
Session 5: Facial Synthesis
- Lidan Wang, Vishwanath Sindagi, Vishal M. Patel:
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. 83-90 - Hang Dai, Nick E. Pears, William A. P. Smith, Christian Duncan:
Symmetric Shape Morphing for 3D Face and Head Modelling. 91-97 - Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gérard G. Medioni:
On Face Segmentation, Face Swapping, and Face Perception. 98-105
Session 6: Gesture Analysis
- Guillaume Devineau, Fabien Moutarde, Wang Xi, Jie Yang:
Deep Learning for Hand Gesture Recognition on Skeletal Data. 106-113 - Quentin Debard, Christian Wolf, Stéphane Canu, Julien Arné:
Learning to Recognize Touch Gestures: Recurrent vs. Convolutional Features and Dynamic Sampling. 114-121
Session 7: Special Session on Deep Learning for Face Analysis
- Feng-Ju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gérard G. Medioni:
ExpNet: Landmark-Free, Deep, 3D Facial Expressions. 122-129 - Weilong Chai, Weihong Deng, Haifeng Shen:
Cross-Generating GAN for Facial Identity Preserving. 130-134 - Samyak Datta, Gaurav Sharma, C. V. Jawahar:
Unsupervised Learning of Face Representations. 135-142
Session 8: Facial Biometrics and Face Technology Application
- Yue Wu, Zhengming Ding, Hongfu Liu, Joseph P. Robinson, Yun Fu:
Kinship Classification through Latent Adaptive Subspace. 143-149 - Andrea Bandini, Jordan R. Green, Babak Taati, Silvia Orlandi, Lorne Zinman, Yana Yunusova:
Automatic Detection of Amyotrophic Lateral Sclerosis (ALS) from Video-Based Analysis of Facial Movements: Speech and Non-Speech Tasks. 150-157 - Siyang Song, Linlin Shen, Michel F. Valstar:
Human Behaviour-Based Automatic Depression Analysis Using Hand-Crafted Statistics and Deep Learned Spectral Features. 158-165 - Arkar Min Aung, Jacob Whitehill:
Harnessing Label Uncertainty to Improve Modeling: An Application to Student Engagement Recognition. 166-170
Session 9: Affect and Expression
- Liandong Li, Tadas Baltrusaitis, Bo Sun, Louis-Philippe Morency:
Edge Convolutional Network for Facial Action Intensity Estimation. 171-178 - Olga Mikheeva, Carl Henrik Ek, Hedvig Kjellström:
Perceptual Facial Expression Representation. 179-186 - Longfei Hao, Shangfei Wang, Guozhu Peng, Qiang Ji:
Facial Action Unit Recognition Augmented by Their Dependencies. 187-194
Session 10: Psychological and Behavioral Analysis
- Joseph F. Grafsgaard, Nicholas D. Duran, Ashley K. Randall, Chun Tao, Sidney D'Mello:
Generative Multimodal Models of Nonverbal Synchrony in Close Relationships. 195-202 - Mohammad Rafayet Ali, Taylan K. Sen, Dev Crasta, Viet-Duy Nguyen, Ronald D. Rogge, Mohammed (Ehsan) Hoque:
The What, When, and Why of Facial Expressions: An Objective Analysis of Conversational Skills in Speed-Dating Videos. 203-209
Session 11: Face Detection and Alignment
- Gang Zhang, Hu Han, Shiguang Shan, Xingguang Song, Xilin Chen:
Face Alignment across Large Pose via MT-CNN Based 3D Shape Reconstruction. 210-217 - Kritaphat Songsri-in, George Trigeorgis, Stefanos Zafeiriou:
Deep and Deformable: Convolutional Mixtures of Deformable Part-Based Models. 218-225 - Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides:
Enhancing Interior and Exterior Deep Facial Features for Face Detection in the Wild. 226-233 - Weihong Li, Benchao Li, Wei-Shi Zheng:
PersonRank: Detecting Important People in Images. 234-241
Session 12: Multimodal Data for Personal Wellness and Health
- Xiaobai Li, Iman Alikhani, Jingang Shi, Tapio Seppänen, Juhani Junttila, Kirsi Majamaa-Voltti, Mikko Tulppo, Guoying Zhao:
The OBF Database: A Large Face Video Database for Remote Physiological Signal Measurement and Atrial Fibrillation Detection. 242-249 - Mohammad A. Haque, Rubén Ballester Bautista, Fatemeh Noroozi, Kaustubh Kulkarni, Christian B. Laursen, Ramin Irani, Marco Bellantonio, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Ole Kæseler Andersen, Erika G. Spaich, Thomas B. Moeslund:
Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities. 250-257
Session 13: Poster Session 1
- Ricardo Barbosa Kloss, Artur Jordão, William Robson Schwartz:
Face Verification: Strategies for Employing Deep Models. 258-262 - Ying-Hsiu Lai, Shang-Hong Lai:
Emotion-Preserving Representation Learning via Generative Adversarial Network for Multi-View Facial Expression Recognition. 263-270 - Yichen Qian, Weihong Deng, Jiani Hu:
Task Specific Networks for Identity and Face Variation. 271-277 - Ajjen Joshi, Soumya Ghosh, Sarah Gunnery, Linda Tickle-Degnen, Stan Sclaroff, Margrit Betke:
Context-Sensitive Prediction of Facial Expressivity Using Multimodal Hierarchical Bayesian Neural Networks. 278-285 - Carl Martin Grewe, Gabriel Le Roux, Sven-Kristofer Pilz, Stefan Zachow:
Spotting the Details: The Various Facets of Facial Expressions. 286-293 - Huiyuan Yang, Zheng Zhang, Lijun Yin:
Identity-Adaptive Facial Expression Recognition through Expression Regeneration Using Conditional Generative Adversarial Networks. 294-301 - Jie Cai, Zibo Meng, Ahmed-Shehab Khan, Zhiyuan Li, James O'Reilly, Yan Tong:
Island Loss for Learning Discriminative Features in Facial Expression Recognition. 302-309 - Baoyun Peng, Heng Yang, Dongsheng Li, Zhaoning Zhang:
An Empirical Study of Face Recognition under Variations. 310-317 - Xudong Liu, Guodong Guo:
Attributes in Multiple Facial Images. 318-324 - Hyun-Joo Jung, Ki-Sang Hong:
Versatile Model for Activity Recognition: Sequencelet Corpus Model. 325-332 - Arman Savran, Raffaele Tavarone, Bertrand Higy, Leonardo Badino, Chiara Bartolozzi:
Energy and Computation Efficient Audio-Visual Voice Activity Detection Driven by Event-Cameras. 333-340 - Boyu Wang, Minh Hoai:
Predicting Body Movement and Recognizing Actions: An Integrated Framework for Mutual Benefits. 341-348 - Ifeoma Nwogu, Bryan Passino, Reynold Bailey:
A Study on the Suppression of Amusement. 349-356 - Taylan K. Sen, Md. Kamrul Hasan, Minh Tran, Yiming Yang, Mohammed (Ehsan) Hoque:
Say CHEESE: Common Human Emotional Expression Set Encoder and Its Application to Analyze Deceptive Communication. 357-364 - Bernd Huber, Daniel McDuff:
Facial Expression Grounded Conversational Dialogue Generation. 365-372 - Juan Abdon Miranda Correa, Ioannis Patras:
A Multi-Task Cascaded Network for Prediction of Affect, Personality, Mood and Social Context Using EEG Signals. 373-380 - Zelin Chen, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng:
Letter-Level Writer Identification. 381-388 - Ruben Vereecken, Stavros Petridis, Yiannis Panagakis, Maja Pantic:
Online Attention for Interpretable Conflict Estimation in Political Debates. 389-393 - Chaochao Fan, Jun Tang, Nian Wang, Dong Liang:
Rich Convolutional Features Fusion for Crowd Counting. 394-398 - Jiankang Deng, Yuxiang Zhou, Shiyang Cheng, Stefanos Zafeiriou:
Cascade Multi-View Hourglass Model for Robust 3D Face Alignment. 399-403 - Hang Dai, Nick E. Pears, William A. P. Smith:
A Data-Augmented 3D Morphable Model of the Ear. 404-408 - Najmeh Sadoughi, Carlos Busso:
Expressive Speech-Driven Lip Movements with Multitask Learning. 409-415
Session 14: Poster Session 2
- Zhanfu An, Weihong Deng, Tongtong Yuan, Jiani Hu:
Deep Transfer Network with 3D Morphable Models for Face Recognition. 416-422 - Guohang Zeng, Jiancan Zhou, Xi Jia, Weicheng Xie, Linlin Shen:
Hand-Crafted Feature Guided Deep Learning for Facial Expression Recognition. 423-430 - Andreas Schneider, Bernhard Egger, Thomas Vetter:
A Parametric Freckle Model for Faces. 431-435 - Guodong Guo, Na Zhang:
What Is the Challenge for Deep Learning in Unconstrained Face Recognition? 436-442 - Anis Kacem, Mohamed Daoudi, Juan Carlos Álvarez Paiva:
Barycentric Representation and Metric Learning for Facial Expression Recognition. 443-447 - Chaona Chen, Oliver G. B. Garrod, Jiayu Zhan, Jonas Beskow, Philippe G. Schyns, Rachael E. Jack:
Reverse Engineering Psychologically Valid Facial Expressions of Emotion into Social Robots. 448-452 - Zimeng Luo, Jiani Hu, Weihong Deng, Haifeng Shen:
Deep Unsupervised Domain Adaptation for Face Recognition. 453-457 - Yuanyuan Liu, Jiabei Zeng, Shiguang Shan, Zhuo Zheng:
Multi-Channel Pose-Aware Convolution Neural Networks for Multi-View Facial Expression Recognition. 458-465 - Asim Jan, Huaxiong Ding, Hongying Meng, Liming Chen, Huibin Li:
Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition. 466-472 - Yang Wang, Vinh Quang Tran, Minh Hoai Nguyen:
Eigen-Evolution Dense Trajectory Descriptors. 473-479 - Yuxiang Zhou, Jiankang Deng, Stefanos Zafeiriou:
Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation. 480-484 - Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris N. Metaxas, Kang Li:
Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution. 485-491 - Yona Falinie A. Gaus, Hongying Meng:
Linear and Non-Linear Multimodal Fusion for Continuous Affect Estimation In-the-Wild. 492-498 - Pavel Jahoda, Antonín Vobecký, Jan Cech, Jiri Matas:
Detecting Decision Ambiguity from Facial Images. 499-503 - Doratha Vinkemeier, Michel F. Valstar, Jonathan Gratch:
Predicting Folds in Poker Using Action Unit Detectors and Decision Trees. 504-511 - Mohamed Daoudi, Yann Coello, Paul Audain Desrosiers, Laurent Ott:
A New Computational Approach to Identify Human Social Intention in Action. 512-516 - Rui Zhao, Kang Wang, Rahul R. Divekar, Robert Rouhani, Hui Su, Qiang Ji:
An Immersive System with Multi-Modal Human-Computer Interaction. 517-524 - Peng Liu, Idris Yazgan, Sarah Olsen, Alecia Moser, Umur A. Ciftci, Saeed Bajwa, Christian Tvetenstrand, Peter Gerhardstein, Omowunmi Sadik, Lijun Yin:
Clinical Valid Pain Database with Biomarker and Visual Information for Pain Level Analysis. 525-529 - Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian:
Toward Visual Behavior Markers of Suicidal Ideation. 530-534 - Daniil Kononenko, Victor S. Lempitsky:
Semi-Supervised Learning for Monocular Gaze Redirection. 535-539 - Kang Wang, Yue Wu, Qiang Ji:
Head Pose Estimation on Low-Quality Images. 540-547 - Kai Xu, Dawei Li, Nick Cassimatis, Xiaolong Wang:
LCANet: End-to-End Lipreading with Cascaded Attention-CTC. 548-555 - Gang Chen, Xufen Cai, Hu Han, Shiguang Shan, Xilin Chen:
HeadNet: Pedestrian Head Detection Utilizing Body in Context. 556-563
FG 2018 Workshops
8th International Workshop on Human Behavior Understanding and 2nd International Workshop on Automatic Face Analytics for Human Behavior Understanding (HBU 2018)
- Guido Borghi, Elia Frigieri, Roberto Vezzani, Rita Cucchiara:
Hands on the wheel: A Dataset for Driver Hand Detection and Tracking. 564-570 - Zhuoni Jie, Marwa Mahmoud, Quentin Stafford-Fraser, Peter Robinson, Eduardo Dias, Lee Skrypchuk:
Analysis of Yawning Behaviour in Spontaneous Expressions of Drowsy Drivers. 571-576 - Ekberjan Derman, Albert Ali Salah:
Continuous Real-Time Vehicle Driver Authentication Using Convolutional Neural Network Based Face Recognition. 577-584 - Nese Alyüz, Sinem Aslan, Jennifer Healey, Ignacio J. Alvarez, Asli Arslan Esme:
Towards Understanding Emotional Reactions of Driver-Passenger Dyads in Automated Driving. 585-592 - Han Jiang, Karmen Dykstra, Jacob Whitehill:
Predicting When Teachers Look at Their Students in 1-on-1 Tutoring Sessions. 593-598 - Nicolò Carissimi, Cigdem Beyan, Vittorio Murino:
A Multi-View Learning Approach to Deception Detection. 599-606 - Astha Singhal, Mohammad Rafayet Ali, Raiyan Abdul Baten, Chigusa Kurumada, Elizabeth West Marvin, Mohammed Ehsan Hoque:
Analyzing the Impact of Gender on the Automation of Feedback for Public Speaking. 607-613 - Bobin Zhang, Weidong Fang, Wei Chen, Fangming Bi, Chaogang Tang, Xiaohua Huang:
Visual Tracking Based on Cooperative Model. 614-620 - Rain Eric Haamer, Kaustubh Kulkarni, Nasrin Imanpour, Mohammad A. Haque, Egils Avots, Michelle Breisch, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Xavier Baró, Ahmad Reza Naghsh-Nilchi, Thomas B. Moeslund, Gholamreza Anbarjafari:
Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification. 621-628 - Arnaud Dapogny, Kevin Bailly:
Investigating Deep Neural Forests for Facial Expression Recognition. 629-633
Facial Micro-Expression Grand Challenge (MEGC 2018): Methods and Datasets
- Jingting Li, Catherine Soladié, Renaud Séguier:
LTP-ML: Micro-Expression Detection by Recognition of Local Temporal Pattern of Facial Movements. 634-641 - Adrian K. Davison, Walied Merghani, Cliff Lansley, Choon-Ching Ng, Moi Hoon Yap:
Objective Micro-Facial Movement Detection Using FACS-Based Regions and Baseline Evaluation. 642-649 - Anh Cat Le Ngo, Alan Johnston, Raphael C.-W. Phan, John See:
Micro-Expression Motion Magnification: Global Lagrangian vs. Local Eulerian Approaches. 650-656 - Min Peng, Zhan Wu, Zhihao Zhang, Tong Chen:
From Macro to Micro Expression Recognition: Deep Learning on Small Datasets Using Transfer Learning. 657-661 - Walied Merghani, Adrian K. Davison, Moi Hoon Yap:
Facial Micro-Expressions Grand Challenge 2018: Evaluating Spatio-Temporal Features for Classification of Objective Classes. 662-666 - Huai-Qian Khor, John See, Raphael Chung-Wei Phan, Weiyao Lin:
Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition. 667-674 - Moi Hoon Yap, John See, Xiaopeng Hong, Su-Jing Wang:
Facial Micro-Expressions Grand Challenge 2018 Summary. 675-678
1st Workshop on Large-Scale Emotion Recognition and Analysis
- Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Smile Detection in the Wild Based on Transfer Learning. 679-686 - Louise Heron, Jaebok Kim, Minha Lee, Kevin El Haddad, Stéphane Dupont, Thierry Dutoit, Khiet P. Truong:
A Dyadic Conversation Dataset on Moral Emotions. 687-691 - Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko:
Leveraging Large Face Recognition Data for Emotion Classification. 692-696 - Laurence Devillers, Sophie Rosset, Guillaume Dubuisson Duplessis, Lucile Bechade, Yucel Yemez, Bekir Berker Türker, T. Metin Sezgin, Engin Erzin, Kevin El Haddad, Stéphane Dupont, Paul Deléglise, Yannick Estève, Carole Lailler, Emer Gilmartin, Nick Campbell:
Multifaceted Engagement in Social Interaction with a Machine: The JOKER Project. 697-701
Face and Gesture Analysis for Health Informatics (FGAHI 2018)
- Radim Spetlík, Jan Cech, Jiri Matas:
Non-Contact Reflectance Photoplethysmography: Progress, Limitations, and Myths. 702-709 - Giorgos A. Giannakakis, Dimitris Manousos, Panagiotis G. Simos, Manolis Tsiknakis:
Head Movements in Context of Speech during Stress Induction. 710-714 - Shashank Jaiswal, Joy Egede, Michel F. Valstar:
Deep Learned Cumulative Attribute Regression. 715-722 - Arnaud Dapogny, Charline Grossard, Stéphanie Hun, Sylvie Serret, Jeremy Bourgeois, Hedy Jean-Marie, Pierre Foulon, Huaxiong Ding, Liming Chen, Séverine Dubuisson, Ouriel Grynszpan, David Cohen, Kevin Bailly:
JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions. 723-730 - Araceli Morales, Gemma Piella, Oriol Martínez, Federico M. Sukno:
A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images. 731-738 - Anis Kacem, Zakia Hammal, Mohamed Daoudi, Jeffrey F. Cohn:
Detecting Depression Severity by Interpretable Representations of Motion Dynamics. 739-745
1st International Workshop on Real-World Face and Object Recognition from Low-Quality Images (FOR-LQ 2018)
- Haochen Zhang, Dong Liu, Zhiwei Xiong:
Convolutional Neural Network-Based Video Super-Resolution for Action Recognition. 746-750 - Wenjing Wang, Chen Wei, Wenhan Yang, Jiaying Liu:
GLADNet: Low-Light Enhancement Network with Global Awareness. 751-755 - Ibtihel Amara, Eric Granger, Abdenour Hadid:
Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition. 756-763 - Yongquan Hu, Wei Zhou, Shuxin Zhao, Zhibo Chen, Weiping Li:
SDM: Semantic Distortion Measurement for Video Encryption. 764-768 - Yuqian Zhou, Ding Liu, Thomas S. Huang:
Survey of Face Detection on Low-Quality Images. 769-773 - Wan Tian, Feng Liu, Qijun Zhao:
Landmark-Based 3D Face Reconstruction from an Arbitrary Number of Unconstrained Images. 774-779 - Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiao-Jun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch:
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. 780-786
FG 2018 Demos
- Denis Sokolov, Mikhail Patkin:
Real-Time Emotion Recognition on Mobile Devices. 787 - Love Mehta, Abhinav Dhall:
Fast Face and Saliency Aware Collage Creation for Mobile Phones. 788 - Kang Wang, Rui Zhao, Qiang Ji:
Human Computer Interaction with Head Pose, Eye Gaze and Body Gestures. 789
FG 2018 Challenge
Holoscopic Micro-Gesture Recognition Challenge 2018 (HoMGR 2018)
- Min Peng, Chongyang Wang, Tong Chen:
Attention Based Residual Network for Micro-Gesture Recognition. 790-794 - Tao Lei, Xiaohong Jia, Yuxiao Zhang, Yanning Zhang, Xuhui Su, Shigang Liu:
Holoscopic 3D Micro-Gesture Recognition Based on Fast Preprocessing and Deep Learning Techniques. 795-801 - Yi Liu, Hongying Meng, Mohammad Rafiq Swash, Yona Falinie A. Gaus, Rui Qin:
Holoscopic 3D Micro-Gesture Database for Wearable Device Interaction. 802-807 - Garima Sharma, Shreyank Jyoti, Abhinav Dhall:
Hybrid Neural Networks Based Approach for Holoscopic Micro-Gesture Recognition in Images and Videos. 808-814 - Weizhe Zhang, Weidong Zhang, Jie Shao:
Classification of Holoscopic 3D Micro-Gesture Images and Videos. 815-818
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