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2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019)

May 14 2019 to May 18 2019

Lille, France

ISBN: 978-1-7281-0089-0

Table of Contents

[Copyright notice]Freely available from IEEE.pp. i-i
Table of contentsFreely available from IEEE.pp. i-xiii
Welcome to FG 2019!Freely available from IEEE.pp. xiv-xv
FG 2019 Organizing CommitteeFreely available from IEEE.pp. xvi-xviii
FG 2019 ReviewersFreely available from IEEE.pp. xix-xx
FG 2019 KeynotesFull-text access may be available. Sign in or learn about subscription options.pp. xxi-xxii
Facial Action Unit Analysis through 3D Point Cloud Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Michael J. Reale, Benjamin Klinghoffer, Micah Church, Hannah Szmurlo, Lijun Yin
Tree-gated Deep Regressor Ensemble For Face Alignment In The WildFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Estephe Arnaud, Arnaud Dapogny, Kevin Bailly
FCSR-GAN: End-to-end Learning for Joint Face Completion and Super-resolutionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Jiancheng Cai, Han Hu, Shiguang Shan, Xilin Chen
Boundary-sensitive Network for Portrait SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Xianzhi Du, Xiaolong Wang, Dawei Li, Jingwen Zhu, Serafettin Tasci, Cameron Upright, Stephen Walsh, Larry Davis
Improving Face Sketch Recognition via Adversarial Sketch-Photo TransformationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Shikang Yu, Hu Han, Shiguang Shan, Antitza Dantcheva, Xilin Chen
MobiFace: A Novel Dataset for Mobile Face Tracking in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Yiming Lin, Shiyang Cheng, Jie Shen, Maja Pantic
Valence and Arousal Estimation In-The-Wild with Tensor MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Anna Mitenkova, Jean Kossaifi, Yannis Panagakis, Maja Pantic
Audio-Visual Emotion Forecasting: Characterizing and Predicting Future Emotion Using Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Sadat Shahriar, Yelin Kim
Facial Expression Editing with Continuous Emotion LabelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Alexandra Lindt, Pablo Barros, Henrique Siqueira, Stefan Wermter
The Many Variations of EmotionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie
Stacked Hourglass Network Joint with Salient Region Attention Refinement for Face AlignmentFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Junfeng Zhang, Haifeng Hu
Video Prediction with Bidirectional Constraint NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Ruibing Hou, Hong Chang, Bingpeng Ma, Xilin Chen
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera
Bounded Residual Gradient Networks (BReG-Net) for Facial Affect ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Behzad Hasani, Pooran Singh Negi, Mohammad H. Mahoor
Representation Learning Through Cross-Modality SupervisionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Nishant Sankaran, Deen Dayal Mohan, Srirangaraj Setlur, Venugopal Govindaraju, Dennis Fedorishin
Fully End-to-End Composite Recurrent Convolution Network for Deformable Facial Tracking In The WildFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Decky Aspandi, Oriol Martinez, Federico Sukno, Xavier Binefa
Simultaneous Adversarial Training - Learn from Others’ MistakesFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Zukang Liao
Generalizing to Unseen Head Poses in Facial Expression Recognition and Action Unit Intensity EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Hui Yu
FaceSurv: A Benchmark Video Dataset for Face Detection and Recognition Across Spectra and ResolutionsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Sanchit Gupta, Nikita Gupta, Soumyadeep Ghosh, Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh
shallowCNN-LE: A shallow CNN with Laplacian Embedding for face anti-spoofingFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Xiaofeng Qu, Jiwen Dong, Sijie Niu
Visual Scene-aware Hybrid Neural Network Architecture for Video-based Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Min Kyu Lee, Dong Yoon Choi, Dae Ha Kim, Byung Cheol Song
GF-CapsNet: Using Gabor Jet and Capsule Networks for Facial Age, Gender, and Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Sepidehsadat Hosseini, Nam Ik Cho
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity InterviewsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Shalini Bhatia, Roland Goecke, Zakia Hammal, Jeffrey F Cohn
Improving Viseme Recognition with GAN-based Muti-view MappingFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Dario Augusto Borges Oliveira, Andrea Britto Mattos, Edmilson da Silva Morais
Facial Expression Recognition Using Deep Siamese Neural Networks with a Supervised Loss functionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Wassan Hayale, Pooran Negi, Mohammad Mahoor
Attribute-Guided Sketch GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Hao Tang, Xinya Chen, Wei Wang, Dan Xu, Jason J. Corso, Nicu Sebe, Yan Yan
Photo-Realistic Exemplar-Based Face AgeingFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Andreas Schneider, Ghazi Bouabene, Ayet Shaiek, Sandro Schönborn, Frédéric Flament, Ghislain François, Virginie Rubert, Thomas Vetter
DroneSURF: Benchmark Dataset for Drone-based Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Isha Kalra, Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa, P. B. Sujit
Modeling and Synthesizing Idiopathic Facial ParalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Maryam Moosaei, Maryam Pourebadi, Laurel D. Riek
LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Shuang Yang, Yuanhang Zhang, Dalu Feng, Mingmin Yang, Chenhao Wang, Jingyun Xiao, Keyu Long, Shiguang Shan, Xilin Chen
Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Behzad Bozorgtabar, Mohammad Saeed Rad, Hazım Kemal Ekenel, Jean-Philippe Thiran
IdenNet: Identity-Aware Facial Action Unit DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Cheng-Hao Tu, Chih-Yuan Yang, Jane Yung-jen Hsu
Cross-domain AU Detection: Domains, Learning Approaches, and MeasuresFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Itir Onal Ertugrul, Jeffrey F. Cohn, László A. Jeni, Zheng Zhang, Lijun Yin, Qiang Ji
Learning Temporal Information From A Single Image For AU DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Huiyuan Yang, Lijun Yin
Expression Empowered ResiDen Network for Facial Action Unit DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Shreyank Jyoti, Garima Sharma, Abhinav Dhall
A Graph-Structured Representation with BRNN for Static-based Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Lei Zhong, Changmin Bai, Jianfeng Li, Tong Chen, Shigang Li, Yiguang Liu
Hierarchical Group-level Emotion Recognition in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Katsuya Fujii, Daisuke Sugimura, Takayuki Hamamoto
On the effect of age perception biases for real age regressionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Julio C. S. Jacques Junior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera
Exploring Features and Attributes in Deep Face Recognition Using Visualization TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Yaoyao Zhong, Weihong Deng
A Boost in Revealing Subtle Facial Expressions: A Consolidated Eulerian FrameworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Wei Peng, Xiaopeng Hong, Yingyue Xu, Guoying Zhao
DemogPairs: Quantifying the Impact of Demographic Imbalance in Deep Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Isabelle Hupont, Carles Fernández
Improving Head Pose Estimation with a Combined Loss and Bounding Box Margin AdjustmentFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Mingzhen Shao, Zhun Sun, Mete Ozay, Takayuki Okatani
Revisiting a single-stage method for face detectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Nguyen Van Quang, Hiromasa Fujihara
Discovering Identity Specific Activation Patterns in Deep Descriptors for Template Based Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Haoyu Chen, Xin Liu, Xiaobai Li, Henglin Shi, Guoying Zhao
Affect-driven Learning Outcomes Prediction in Intelligent Tutoring SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Ajjen Joshi, Danielle Allessio, John Magee, Jacob Whitehill, Ivon Arroyo, Beverly Woolf, Stan Sclaroff, Margrit Betke
Toward Automated Classroom Observation: Predicting Positive and Negative ClimateFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Anand Ramakrishnan, Erin Ottmar, Jennifer LoCasale-Crouch, Jacob Whitehill
The Deeper, the Better: Analysis of Person Attributes RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Esube Bekele, Wallace Lawson
Self-Supervised Learning of Face Representations for Video Face ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
Robust Video Face Recognition From a Single Still Using a Synthetic Plus Variational ModelFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Fania Mokhayeri, Eric Granger
Learning Discriminative and Complementary Patches for Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Zhiwei Liu, Ming Tang, Guosheng Hu, Jinqiao Wang
Deformable Face Net: Learning Pose Invariant Feature with Pose Aware Feature Alignment for Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Mingjie He, Jie Zhang, Shiguang Shan, Meina Kan, Xilin Chen
Active Authentication using an Autoencoder regularized CNN-based One-Class ClassifierFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Poojan Oza, Vishal M. Patel
A CNN Model for Head Pose Recognition using Wholes and RegionsFull-text access may be available. Sign in or learn about subscription options.pp. 1-2
by Ardhendu Behera, Andrew G Gidney, Zachary Wharton, Daniel Robinson, Keiron Quinn
Real-time Hand Gesture Detection and Classification Using Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Okan Köpüklü, Ahmet Gunduz, Neslihan Kose, Gerhard Rigoll
Deep Conditional Variational Estimation for Depth-Based Hand PosesFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Lu Xu, Chen Hu, Yinqi Li, Ji’an Tao, Jianru Xue, Kuizhi Mei
Extended Gaze Following: Detecting Objects in Videos Beyond the Camera Field of ViewFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Benoit Massé, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud
AutoRate: How attentive is the driver?Full-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Isha Dua, Akshay Uttama Nambi, C.V. Jawahar, Venkat Padmanabhan
Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal BoundariesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Panagiotis Tzirakis, Mihalis A. Nicolaou, Björn Schuller, Stefanos Zafeiriou
Estimation of Missing Human Body Parts Via Bidirectional LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Ibrahim Radwan, Akshay Asthana, Hafsa Ismail, Byron Keating, Roland Goecke
Pain Expression Recognition Using Occluded FacesFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Ahmed Ashraf, Anqi Yang, Babak Taati
Deformable Synthesis Model for Emotion RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Diego Fabiano, Shaun Canavan
Multimodal Deep Feature Aggregation for Facial Action Unit Recognition using Visible Images and Physiological SignalsFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Nagashri N Lakshminarayana, Nishant Sankaran, Srirangaraj Setlur, Venu Govindaraju
2D Landmark-Based Facial Asymmetry Assessment in the Clinical Case of Facial ParalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Benjamin Szczapa, Mohamed Daoudi, Anis Kacem, Pierre Guerreschi, Ludwig Gebert, Juan Carlos Alvarez-Paiva
Fast Facial Image Analogy with Spatial GuidanceFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Chengyao Zheng, Siyu Xia, Ming Shao, Yun Fu
Are You Speaking: Real-Time Speech Activity Detection via Landmark Pooling NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Boyu Wang, Xiaolong Wang
Reparameterising 3D Statistical Shape ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Haoyang Wang, Stefanos Zafeiriou
LPM: Learnable Pooling Module for Efficient Full-Face Gaze EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Reo Ogusu, Takao Yamanaka
Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Cunjian Chen, Arun Ross
Analysis of temporal alignment for Video ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Katy Blanc, Diane Lingrand, Antonio Paladini, Luca Coviello, Dane Mitrev, Emily Söhler, Leonardo Guzman, Frederic Precioso
Large Scale Sign Language InterpretationFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Tiantian Yuan, Shagan Sah, Tejaswini Ananthanarayana, Chi Zhang, Aneesh Bhat, Sahaj Gandhi, Raymond Ptucha
Your Fellows Matter: Affect Analysis across Subjects in Group VideosFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Wenxuan Mou, Hatice Gunes, Ioannis Patras
MAGIC: A Fundamental Framework for Gesture Representation, Comparison and AssessmentFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Edgar Rojas-Muñoz, Juan P. Wachs
Segmentation Guided Image-to-Image Translation with Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Songyao Jiang, Zhiqiang Tao, Yun Fu
Database of Gesture Attributes: Zero Shot Learning for Gesture RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Naveen Madapana, Juan Wachs
Equipping social robots with culturally-sensitive facial expressions of emotion using data-driven methodsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Chaona Chen, Laura B. Hensel, Yaocong Duan, Robin A. A. Ince, Oliver G. B. Garrod, Jonas Beskow, Rachael E. Jack, Philippe G. Schyns
Characterization of the Handwriting Skills as a Biomarker for Parkinson’s DiseaseFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by R. Castrillón, A. Acien, J.R. Orozco-Arroyave, A. Morales, J.F. Vargas, R. Vera-Rodríguez, J. Fierrez, J. Ortega-Garcia, A. Villegas
Characterizing the State of Apathy with Facial Expression and Motion AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by S L Happy, Antitza Dantcheva, Abhijit Das, Radia Zeghari, Philippe Robert, Francois Bremond
Combining Global and Local Convolutional 3D Networks for Detecting Depression from Facial ExpressionsFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Wheidima Carneiro de Melo, Eric Granger, Abdenour Hadid
Encoding Visual Behaviors with Attentive Temporal Convolution for Depression PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Zhengyin Du, Weixin Li, Di Huang, Yunhong Wang
Hand range of motion evaluation for Rheumatoid Arthritis patientsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Luciano Walenty Xavier Cejnog, Roberto Marcondes Cesar, Teofilo E. de Campos, Valéria Meirelles Carril Elui
Learning to Detect Genuine versus Posed Pain from Facial Expressions using Residual Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Mohammad Tavakolian, Carlos Guillermo Bermudez Cruces, Abdenour Hadid
Robust Remote Heart Rate Estimation from Face Utilizing Spatial-temporal AttentionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Xuesong Niu, Xingyuan Zhao, Hu Han, Abhijit Das, Antitza Dantcheva, Shiguang Shan, Xilin Chen
Discriminative Attention-based Convolutional Neural Network for 3D Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Kangkang Zhu, Zhengyin Du, Weixin Li, Di Huang, Yunhong Wang, Liming Chen
Learning Interpretable Expression-sensitive Features for 3D Dynamic Facial Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Mingliang Xue, Ajmal Mian, Xiaodong Duan, Wanquan Liu
Local Feature Tensor Based Deep Learning for 3D Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Shisong Lin, Feng Liu, Yahui Liu, Linlin Shen
Domain Adaptation based Topic Modeling Techniques for Engagement Estimation in the WildFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Amanjot Kaur, Bishal Ghosh, Naman Deep Singh, Abhinav Dhall
Face and Emotion Recognition with Neural Networks on Mobile Devices: Practical Implementation on Different PlatformsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Natalia Efremova, Mikhail Patkin, Denis Sokolov
Group Emotion Recognition in Adverse Face DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Bhalaji Nagarajan, V Ramana Murthy Oruganti
Social Relationship Recognition Based on A Hybrid Deep Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Xin Guo, Luisa F. Polanía, Javier Garcia-Frias, Kenneth E. Barner
A Neural Micro-Expression RecognizerFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yuchi Liu, Heming Du, Liang Zheng, Tom Gedeon
CapsuleNet for Micro-Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Nguyen Van Quang, Jinhee Chun, Takeshi Tokuyama
Dual-Inception Network for Cross-Database Micro-Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Ling Zhou, Qirong Mao, Luoyang Xue
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