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ORCID12th FG 2017: Washington, DC, USA
- 12th IEEE International Conference on Automatic Face & Gesture Recognition, FG 2017, Washington, DC, USA, May 30 - June 3, 2017. IEEE Computer Society 2017, ISBN 978-1-5090-4023-0
FG 2017 Main Conference
Session I: Face Recognition
- Nate Crosswhite, Jeffrey Byrne, Chris Stauffer, Omkar M. Parkhi, Qiong Cao, Andrew Zisserman:
Template Adaptation for Face Verification and Identification. 1-8 - Lanqing Hu, Meina Kan, Shiguang Shan
, Xingguang Song, Xilin Chen:
LDF-Net: Learning a Displacement Field Network for Face Recognition across Pose. 9-16 - Rajeev Ranjan, Swami Sankaranarayanan, Carlos Domingo Castillo, Rama Chellappa:
An All-In-One Convolutional Neural Network for Face Analysis. 17-24
Session II: Facial Expression Analysis
- Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn:
Learning Spatial and Temporal Cues for Multi-Label Facial Action Unit Detection. 25-32 - Itir Önal Ertugrul, Hamdi Dibeklioglu:
What Will Your Future Child Look Like? Modeling and Synthesis of Hereditary Patterns of Facial Dynamics. 33-40 - Dmytro Derkach, Federico M. Sukno:
Local Shape Spectrum Analysis for 3D Facial Expression Recognition. 41-47
Session III: Remote Physiological Measurement from the Face and Body I
- Weixuan Chen, Rosalind W. Picard:
Eliminating Physiological Information from Facial Videos. 48-55 - Ewa Magdalena Nowara, Ashutosh Sabharwal, Ashok Veeraraghavan:
PPGSecure: Biometric Presentation Attack Detection Using Photopletysmograms. 56-62 - Daniel J. McDuff, Ethan B. Blackford, Justin R. Estepp:
The Impact of Video Compression on Remote Cardiac Pulse Measurement Using Imaging Photoplethysmography. 63-70 - Wenjin Wang, Albertus C. den Brinker, Sander Stuijk, Gerard de Haan:
Color-Distortion Filtering for Remote Photoplethysmography. 71-78
Session IV: Aging
- Mercedes Torres, Michel F. Valstar, Caroline Henry, Carole Ward, Don Sharkey:
Small Sample Deep Learning for Newborn Gestational Age Estimation. 79-86 - Eirikur Agustsson, Radu Timofte, Sergio Escalera, Xavier Baró, Isabelle Guyon, Rasmus Rothe:
Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database. 87-94
Session V: Poster Session 1
- Ashton Fagg, Simon Lucey, Sridha Sridharan:
Fast, Dense Feature SDM on an iPhone. 95-102 - Wei Li, Farnaz Abtahi, Zhigang Zhu, Lijun Yin:
EAC-Net: A Region-Based Deep Enhancing and Cropping Approach for Facial Action Unit Detection. 103-110 - Xin Liu, Shaoxin Li, Meina Kan, Shiguang Shan, Xilin Chen:
Self-Error-Correcting Convolutional Neural Network for Learning with Noisy Labels. 111-117 - Hui Ding, Shaohua Kevin Zhou, Rama Chellappa:
FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition. 118-126 - Ioannis Marras, Symeon Nikitidis, Stefanos Zafeiriou, Maja Pantic:
A Joint Discriminative Generative Model for Deformable Model Construction and Classification. 127-134 - Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson:
Multi-Output Random Forests for Facial Action Unit Detection. 135-140 - Cornelia Dittmar, Joachim Denzler, Horst-Michael Gross:
A Feedback Estimation Approach for Therapeutic Facial Training. 141-148 - Ching-Hui Chen, Jun-Cheng Chen, Carlos Domingo Castillo, Rama Chellappa:
Video-Based Face Association and Identification. 149-156 - Hao Liu, Jiwen Lu, Jianjiang Feng, Jie Zhou:
Ordinal Deep Feature Learning for Facial Age Estimation. 157-164 - Jingjing Deng, Xianghua Xie:
Nested Shallow CNN-Cascade for Face Detection in the Wild. 165-172 - Fang Wang, Hu Han, Shiguang Shan, Xilin Chen:
Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes. 173-179 - Nawaf Yousef Almudhahka, Mark S. Nixon, Jonathon S. Hare:
Automatic Semantic Face Recognition. 180-185 - Neeru Narang, Michael Martin, Dimitris N. Metaxas, Thirimachos Bourlai:
Learning Deep Features for Hierarchical Classification of Mobile Phone Face Datasets in Heterogeneous Environments. 186-193 - Masato Ishii, Hitoshi Imaoka, Atsushi Sato:
Fast k-Nearest Neighbor Search for Face Identification Using Bounds of Residual Score. 194-199 - Zhenliang He, Meina Kan, Jie Zhang, Xilin Chen, Shiguang Shan:
A Fully End-to-End Cascaded CNN for Facial Landmark Detection. 200-207 - Adriana Fernandez-Lopez, Oriol Martínez, Federico M. Sukno:
Towards Estimating the Upper Bound of Visual-Speech Recognition: The Visual Lip-Reading Feasibility Database. 208-215 - Shuyang Wang, Joseph P. Robinson, Yun Fu:
Kinship Verification on Families in the Wild with Marginalized Denoising Metric Learning. 216-221 - Yue Wu, Wael Abd-Almageed, Stephen Rawls, Premkumar Natarajan:
EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors. 222-229
Session VI: Gesture Recognition, Analysis & Synthesis
- Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez:
Occlusion Aware Hand Pose Recovery from Sequences of Depth Images. 230-237 - Zhi Zhang, Shenghua Wei, Yonghong Song, Yuanlin Zhang:
Gesture Recognition Using Enhanced Depth Motion Map and Static Pose Map. 238-244 - Haijun Liu, Jian Cheng, Feng Wang:
Sequential Subspace Clustering via Temporal Smoothness. 245-250
Session VII: Face and Landmark Detection
- Lezi Wang, Xiang Yu, Dimitris N. Metaxas:
A Coupled Encoder-Decoder Network for Joint Face Detection and Landmark Localization. 251-257 - Amit Kumar, Azadeh Alavi, Rama Chellappa:
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors. 258-265
Session VIII: Remote Physiological Measurement from the Face and Body II
- Sitthichok Chaichulee, Mauricio Villarroel, João Jorge, Carlos Arteta, Gabrielle Green, Kenny McCormick, Andrew Zisserman, Lionel Tarassenko:
Multi-Task Convolutional Neural Network for Patient Detection and Skin Segmentation in Continuous Non-Contact Vital Sign Monitoring. 266-272 - Dangdang Shao, Yuting Yang, Francis Tsow, Chenbin Liu, Nongjian Tao:
Non-Contact Simultaneous Photoplethysmogram and Ballistocardiogram Video Recording towards Real-Time Blood Pressure and Abnormal Heart Rhythm Monitoring. 273-277 - Mauricio Villarroel, João Jorge, Chris Pugh, Lionel Tarassenko:
Non-Contact Vital Sign Monitoring in the Clinic. 278-285 - João Jorge, Mauricio Villarroel, Sitthichok Chaichulee, Alessandro Guazzi, Sara Davis, Gabrielle Green, Kenny McCormick, Lionel Tarassenko:
Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit. 286-293
Session IX: Technologies and Applications
- Wei-An Lin, Jun-Cheng Chen, Rama Chellappa:
A Proximity-Aware Hierarchical Clustering of Faces. 294-301 - Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera:
Exploiting feature Representations Through Similarity Learning and Ranking Aggregation for Person Re-identification. 302-309
Session X: Poster Session 2
- Mathieu Chollet, Stefan Scherer:
Assessing Public Speaking Ability from Thin Slices of Behavior. 310-316 - Jianshu Li, Jiashi Feng, Luoqi Liu, Terence Sim:
BoxFlow: Unsupervised Face Detector Adaptation from Images to Videos. 317-324 - Taleb Alashkar, Songyao Jiang, Yun Fu:
Rule-Based Facial Makeup Recommendation System. 325-330 - Adria Ruiz, Oriol Martínez, Xavier Binefa, Federico M. Sukno:
Fusion of Valence and Arousal Annotations through Dynamic Subjective Ordinal Modelling. 331-338 - Daniel McDuff, Mohammad Soleymani:
Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions. 339-345 - Pramuditha Perera, Vishal M. Patel:
Extreme Value Analysis for Mobile Active User Authentication. 346-353 - Pramuditha Perera, Vishal M. Patel:
Towards Multiple User Active Authentication in Mobile Devices. 354-361 - Connah Kendrick, Kevin Tan, Tomos Williams, Moi Hoon Yap:
An Online Tool for the Annotation of 3D Models. 362-369 - Xing Di, Vishal M. Patel:
Large Margin Multi-Modal Triplet Metric Learning. 370-377 - Asal Baragchizadeh, Thomas P. Karnowski, David S. Bolme, Alice J. O'Toole:
Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS). 378-385 - Esube Bekele, Cody Narber, Wallace E. Lawson:
Multi-attribute Residual Network (MAResNet) for Soft-Biometrics Recognition in Surveillance Scenarios. 386-393 - Yiting Lu, Marwa Mahmoud, Peter Robinson:
Estimating Sheep Pain Level Using Facial Action Unit Detection. 394-399 - Kelly Karipidou, Josefin Ahnlund, Anders Friberg, Simon Alexanderson, Hedvig Kjellström:
Computer Analysis of Sentiment Interpretation in Musical Conducting. 400-405 - Duncan Goudie, Aphrodite Galata:
3D Hand-Object Pose Estimation from Depth with Convolutional Neural Networks. 406-413 - Isaac Wang, Mohtadi Ben Fraj, Pradyumna Narayana, Dhruva Patil, Gururaj Mulay:
EGGNOG: A Continuous, Multi-modal Data Set of Naturally Occurring Gestures with Ground Truth Labels. 414-421 - Fan Li, Natalia Neverova, Christian Wolf, Graham W. Taylor:
Modout: Learning Multi-Modal Architectures by Stochastic Regularization. 422-429 - Shogo Okada, Kazuhiro Otsuka:
Recognizing Words from Gestures: Discovering Gesture Descriptors Associated with Spoken Utterances. 430-437 - Umar Iqbal, Martin Garbade, Juergen Gall:
Pose for Action - Action for Pose. 438-445 - Ioannis Marras, Petar Palasek, Ioannis Patras:
Deep Refinement Convolutional Networks for Human Pose Estimation. 446-453 - Hafsa Ismail, Ibrahim Radwan, Hanna Suominen, Gordon Waddington, Roland Goecke:
Human Postural Sway Estimation from Noisy Observations. 454-461 - Said Yacine Boulahia, Éric Anquetil, Richard Kulpa, Franck Multon:
3D Multistroke Mapping (3DMM): Transfer of Hand-Drawn Pattern Representation for Skeleton-Based Gesture Recognition. 462-467 - Vasileios Belagiannis, Andrew Zisserman:
Recurrent Human Pose Estimation. 468-475 - Maryam Asadi-Aghbolaghi, Albert Clapés, Marco Bellantonio, Hugo Jair Escalante, Víctor Ponce-López, Xavier Baró, Isabelle Guyon, Shohreh Kasaei, Sergio Escalera:
A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences. 476-483 - Debanga Raj Neog, Anurag Ranjan, Dinesh K. Pai:
Seeing Skin in Reduced Coordinates. 484-489 - Eftychia Fotiadou, Yiannis Panagakis, Maja Pantic:
Temporal Archetypal Analysis for Action Segmentation. 490-496 - Geoffrey Vaquette, Astrid Orcesi, Laurent Lucat, Catherine Achard:
The DAily Home LIfe Activity Dataset: A High Semantic Activity Dataset for Online Recognition. 497-504
Session XI: Psychological & behavioral analysis
- Liangke Gui, Tadas Baltrusaitis, Louis-Philippe Morency:
Curriculum Learning for Facial Expression Recognition. 505-511 - Wenxuan Mou, Christos Tzelepis, Vasileios Mezaris, Hatice Gunes, Ioannis Patras:
Generic to Specific Recognition Models for Membership Analysis in Group Videos. 512-517 - Mel McCurrie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel E. Anthony, Walter J. Scheirer:
Predicting First Impressions with Deep Learning. 518-525
Session XII: Analysis of Group Interactions
- Naifan Zhuang, Tuoerhongjiang Yusufu, Jun Ye, Kien A. Hua:
Group Activity Recognition with Differential Recurrent Convolutional Neural Networks. 526-531 - Maedeh Aghaei, Federico Parezzan, Mariella Dimiccoli, Petia Radeva, Marco Cristani:
Clothing and People - A Social Signal Processing Perspective. 532-537 - Coert Van Gemeren, Ronald Poppe, Remco C. Veltkamp:
Lend Me a Hand: Auxiliary Image Data Helps Interaction Detection. 538-543
Session XIII: Poster Session 3
- Xin Liu, Meina Kan, Shiguang Shan, Xilin Chen:
Noisy Face Image Sets Refining Collaborated with Discriminant Feature Space Learning. 544-550 - Negar Hassanpour, Liang Chen:
A Quantum Probability Inspired Framework for Image-Set Based Face Identification. 551-557 - Zibo Meng, Ping Liu, Jie Cai, Shizhong Han, Yan Tong:
Identity-Aware Convolutional Neural Network for Facial Expression Recognition. 558-565 - Xiaolong Wang, Robert Li, Yin Zhou, Chandra Kambhamettu:
A Study of Convolutional Sparse Feature Learning for Human Age Estimate. 566-572 - Tomoki Hosoi:
Head Pose and Expression Transfer Using Facial Status Score. 573-580 - Jeffrey M. Girard, Wen-Sheng Chu, László A. Jeni, Jeffrey F. Cohn:
Sayette Group Formation Task (GFT) Spontaneous Facial Expression Database. 581-588 - Yinhang Tang, Liming Chen:
3D Facial Geometric Attributes Based Anti-Spoofing Approach against Mask Attacks. 589-595 - Xiaolong Wang, Yin Zhou, Deguang Kong, Jon Currey, Dawei Li, Jiayu Zhou:
Unleash the Black Magic in Age: A Multi-Task Deep Neural Network Approach for Cross-Age Face Verification. 596-603 - Iacopo Masi, Tal Hassner, Anh Tuan Tran, Gérard G. Medioni:
Rapid Synthesis of Massive Face Sets for Improved Face Recognition. 604-611 - Zinelabdine Boulkenafet, Jukka Komulainen, Lei Li, Xiaoyi Feng, Abdenour Hadid:
OULU-NPU: A Mobile Face Presentation Attack Database with Real-World Variations. 612-618 - Yiyun Pan, Junwei Zhou, Yongsheng Gao, Jianwen Xiang, Shengwu Xiong, Yanchao Yang:
Robust Facial Landmark Localization Using LBP Histogram Correlation Based Initialization. 619-625 - Yuxiang Zhou, Stefanos Zafeiriou:
Deformable Models of Ears in-the-Wild for Alignment and Recognition. 626-633 - Upal Mahbub, Sayantan Sarkar, Rama Chellappa:
Pooling Facial Segments to Face: The Shallow and Deep Ends. 634-641 - Xiang Xu, Ioannis A. Kakadiaris:
Joint Head Pose Estimation and Face Alignment Framework Using Global and Local CNN Features. 642-649 - Huaizu Jiang, Erik G. Learned-Miller:
Face Detection with the Faster R-CNN. 650-657 - Stella Graßhof, Hanno Ackermann, Sami S. Brandt, Jörn Ostermann:
Apathy Is the Root of All Expressions. 658-665 - KangGeon Kim, Feng-Ju Chang, Jongmoo Choi, Louis-Philippe Morency, Ramakant Nevatia, Gérard G. Medioni:
Local-Global Landmark Confidences for Face Recognition. 666-672 - Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole:
Face and Image Representation in Deep CNN Features. 673-680 - Mina Bishay, Ioannis Patras:
Fusing Multilabel Deep Networks for Facial Action Unit Detection. 681-688 - Joy Egede, Michel F. Valstar, Brais Martínez:
Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation. 689-696 - Christy Yuan Li, Tadas Baltrusaitis, Louis-Philippe Morency:
Constrained Ensemble Initialization for Facial Landmark Tracking in Video. 697-704 - P. Jonathon Phillips:
A Cross Benchmark Assessment of a Deep Convolutional Neural Network for Face Recognition. 705-710 - Yu Yu, Kenneth Alberto Funes Mora, Jean-Marc Odobez:
Robust and Accurate 3D Head Pose Estimation through 3DMM and Online Head Model Reconstruction. 711-718 - Jeffrey M. Girard, Daniel McDuff:
Historical Heterogeneity Predicts Smiling: Evidence from Large-Scale Observational Analyses. 719-726 - Daniel Hadar, Talia Tron, Daphna Weinshall:
Implicit Media Tagging and Affect Prediction from RGB-D Video of Spontaneous Facial Expressions. 727-734 - Alice J. O'Toole, P. Jonathon Phillips:
Five Principles for Crowd-Source Experiments in Face Recognition. 735-741 - Songjiang Li, Wen Cui, Jinshi Cui, Li Wang, Ming Li, Hongbin Zha:
Improving Children's Gaze Prediction via Separate Facial Areas and Attention Shift Cue. 742-747 - Maria Eugenia Cabrera, Keisha Novak, Daniel Foti, Richard M. Voyles, Juan P. Wachs:
What Makes a Gesture a Gesture? Neural Signatures Involved in Gesture Recognition. 748-753 - Shalini Bhatia, Munawar Hayat, Michael Breakspear, Gordon Parker, Roland Goecke:
A Video-Based Facial Behaviour Analysis Approach to Melancholia. 754-761 - Shashank Jaiswal, Michel F. Valstar, Alinda Gillott, David Daley:
Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data. 762-769 - Eugene Laksana, Tadas Baltrusaitis, Louis-Philippe Morency, John P. Pestian:
Investigating Facial Behavior Indicators of Suicidal Ideation. 770-777
First International Workshop on Adaptive Shot Learning for Gesture Understanding and Production: ASL4GUP 2017
- Dadhichi Shukla, Özgür Erkent, Justus H. Piater:
Supervised Learning of Gesture-Action Associations for Human-Robot Collaboration. 778-783 - Maria Eugenia Cabrera, Natalia Sanchez-Tamayo, Richard M. Voyles, Juan P. Wachs:
One-Shot Gesture Recognition: One Step Towards Adaptive Learning. 784-789 - Behzad Hassani, Mohammad H. Mahoor:
Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields. 790-795 - Naveen Madapana, Juan P. Wachs:
A Semantical & Analytical Approach for Zero Shot Gesture Learning. 796-801 - Daniel G. Acevedo, Pablo Negri, María Elena Buemi, Francisco Gómez Fernández, Marta Mejail:
A Simple Geometric-Based Descriptor for Facial Expression Recognition. 802-808
Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation: DCER & HPE 2017
- Iiris Lüsi, Júlio C. S. Jacques Júnior, Jelena Gorbova, Xavier Baró, Sergio Escalera, Hasan Demirel, Juri Allik, Cagri Ozcinar, Gholamreza Anbarjafari:
Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation: Databases. 809-813 - Jianzhu Guo, Shuai Zhou, Jinlin Wu, Jun Wan, Xiangyu Zhu, Zhen Lei, Stan Z. Li:
Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition. 814-819 - Dmytro Derkach, Adria Ruiz, Federico M. Sukno:
Head Pose Estimation Based on 3-D Facial Landmarks Localization and Regression. 820-827 - Jelena Grobova, Milica Colovic, Marina Marjanovic, Angelina Njegus, Hasan Demirel, Gholamreza Anbarjafari:
Automatic Hidden Sadness Detection Using Micro-Expressions. 828-832 - Christer Loob, Pejman Rasti, Iiris Lüsi, Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera, Tomasz Sapinski, Dorota Kaminska, Gholamreza Anbarjafari:
Dominant and Complementary Multi-Emotional Facial Expression Recognition Using C-Support Vector Classification. 833-838
3D Facial Expression Recognition and Analysis Challenge: FERA 2017
- Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic:
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. 839-847