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13th 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
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
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
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
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
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
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
Generative Multimodal Models of Nonverbal Synchrony in Close Relationships. 195-202 - Mohammad Rafayet Ali, Taylan K. Sen, Dev Crasta, Viet-Duy Nguyen
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
Face Alignment across Large Pose via MT-CNN Based 3D Shape Reconstruction. 210-217 - Kritaphat Songsri-in
Deep and Deformable: Convolutional Mixtures of Deformable Part-Based Models. 218-225 - Chenchen Zhu, Yutong Zheng, Khoa Luu
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
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
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
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
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
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
Letter-Level Writer Identification. 381-388 - Ruben Vereecken, Stavros Petridis, Yiannis Panagakis
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
Barycentric Representation and Metric Learning for Facial Expression Recognition. 443-447 - Chaona Chen
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
Multi-Channel Pose-Aware Convolution Neural Networks for Multi-View Facial Expression Recognition. 458-465 - Asim Jan, Huaxiong Ding, Hongying Meng
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
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
Detecting Decision Ambiguity from Facial Images. 499-503 - Doratha Vinkemeier
Predicting Folds in Poker Using Action Unit Detectors and Decision Trees. 504-511 - Mohamed Daoudi
A New Computational Approach to Identify Human Social Intention in Action. 512-516 - Rui Zhao, Kang Wang, Rahul R. Divekar
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
LCANet: End-to-End Lipreading with Cascaded Attention-CTC. 548-555 - Gang Chen, Xufen Cai, Hu Han
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
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
A Multi-View Learning Approach to Deception Detection. 599-606 - Astha Singhal, Mohammad Rafayet Ali, Raiyan Abdul Baten
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
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
Objective Micro-Facial Movement Detection Using FACS-Based Regions and Baseline Evaluation. 642-649 - Anh Cat Le Ngo, Alan Johnston
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
Enriched Long-Term Recurrent Convolutional Network for Facial Micro-Expression Recognition. 667-674 - Moi Hoon Yap
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
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
Multifaceted Engagement in Social Interaction with a Machine: The JOKER Project. 697-701
Face and Gesture Analysis for Health Informatics (FGAHI 2018)
- Radim Spetlík
Non-Contact Reflectance Photoplethysmography: Progress, Limitations, and Myths. 702-709 - Giorgos A. Giannakakis
Head Movements in Context of Speech during Stress Induction. 710-714 - Shashank Jaiswal
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
A Quantitative Comparison of Methods for 3D Face Reconstruction from 2D Images. 731-738 - Anis Kacem, Zakia Hammal, Mohamed Daoudi
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
Convolutional Neural Network-Based Video Super-Resolution for Action Recognition. 746-750 - Wenjing Wang
GLADNet: Low-Light Enhancement Network with Global Awareness. 751-755 - Ibtihel Amara, Eric Granger
Contextual Weighting of Patches for Local Matching in Still-to-Video Face Recognition. 756-763 - Yongquan Hu, Wei Zhou
SDM: Semantic Distortion Measurement for Video Encryption. 764-768 - Yuqian Zhou, Ding Liu
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 - Zhenhua Feng, Patrik Huber
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
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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