default search action
12th 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
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
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
Fast, Dense Feature SDM on an iPhone. 95-102 - Wei Li, Farnaz Abtahi, Zhigang Zhu
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
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
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
Video-Based Face Association and Identification. 149-156 - Hao Liu, Jiwen Lu
Ordinal Deep Feature Learning for Facial Age Estimation. 157-164 - Jingjing Deng
Nested Shallow CNN-Cascade for Face Detection in the Wild. 165-172 - Fang Wang, Hu Han
Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes. 173-179 - Nawaf Yousef Almudhahka, Mark S. Nixon
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
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
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
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
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
Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit. 286-293
Session IX: Technologies and Applications
- Wei-An Lin, Jun-Cheng Chen
A Proximity-Aware Hierarchical Clustering of Faces. 294-301 - Júlio C. S. Jacques Júnior
Exploiting feature Representations Through Similarity Learning and Ranking Aggregation for Person Re-identification. 302-309
Session X: Poster Session 2
- Mathieu Chollet
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
Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS). 378-385 - Esube Bekele
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
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
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
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
Recurrent Human Pose Estimation. 468-475 - Maryam Asadi-Aghbolaghi
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
Temporal Archetypal Analysis for Action Segmentation. 490-496 - Geoffrey Vaquette, Astrid Orcesi
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
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
Lend Me a Hand: Auxiliary Image Data Helps Interaction Detection. 538-543
Session XIII: Poster Session 3
- Xin Liu, Meina Kan, Shiguang Shan
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
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
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
OULU-NPU: A Mobile Face Presentation Attack Database with Real-World Variations. 612-618 - Yiyun Pan, Junwei Zhou
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
Apathy Is the Root of All Expressions. 658-665 - KangGeon Kim
Local-Global Landmark Confidences for Face Recognition. 666-672 - Connor J. Parde, Carlos Domingo Castillo, Matthew Q. Hill, Y. Ivette Colon
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
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
Five Principles for Crowd-Source Experiments in Face Recognition. 735-741 - Songjiang Li
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
What Makes a Gesture a Gesture? Neural Signatures Involved in Gesture Recognition. 748-753 - Shalini Bhatia, Munawar Hayat
A Video-Based Facial Behaviour Analysis Approach to Melancholia. 754-761 - Shashank Jaiswal
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
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
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
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
Automatic Hidden Sadness Detection Using Micro-Expressions. 828-832 - Christer Loob, Pejman Rasti, Iiris Lüsi, Júlio C. S. Jacques Júnior
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
FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge. 839-847 - Jun He
Multi View Facial Action Unit Detection Based on CNN and BLSTM-RNN. 848-853 - Mohammadreza Amirian, Markus Kächele, Günther Palm, Friedhelm Schwenker:
Support Vector Regression of Sparse Dictionary-Based Features for View-Independent Action Unit Intensity Estimation. 854-859 - Xinrui Li, Shizhe Chen, Qin Jin:
Facial Action Units Detection with Multi-Features and -AUs Fusion. 860-865 - Julio Cesar Batista, Vitor Albiero, Olga R. P. Bellon, Luciano Silva
AUMPNet: Simultaneous Action Units Detection and Intensity Estimation on Multipose Facial Images Using a Single Convolutional Neural Network. 866-871 - Yuqian Zhou, Jimin Pi, Bertram E. Shi
Pose-Independent Facial Action Unit Intensity Regression Based on Multi-Task Deep Transfer Learning. 872-877 - Chuangao Tang
View-Independent Facial Action Unit Detection. 878-882
Heterogeneous Face Recognition: HFR 2017
- Shuowen Hu, Nathaniel J. Short, Benjamin S. Riggan, Matthew Chasse, M. Saquib Sarfraz:
Heterogeneous Face Recognition: Recent Advances in Infrared-to-Visible Matching. 883-890 - Chloe Bradley, Terrance E. Boult, Jonathan Ventura:
Cross-Modal Facial Attribute Recognition with Geometric Features. 891-896 - Christopher Reale, Hyungtae Lee, Heesung Kwon, Rama Chellappa:
Deep Network Shrinkage Applied to Cross-Spectrum Face Recognition. 897-903 - Nnamdi Osia, Thirimachos Bourlai
On Matching Visible to Passive Infrared Face Images Using Image Synthesis & Denoising. 904-911 - Mohammad Haghighat
Lower Resolution Face Recognition in Surveillance Systems Using Discriminant Correlation Analysis. 912-917 - Zhenzhu Zheng, Chandra Kambhamettu:
Multi-level Feature Learning for Face Recognition under Makeup Changes. 918-923 - N. T. Vetrekar
Extended Spectral to Visible Comparison Based on Spectral Band Selection Method for Robust Face Recognition. 924-930
Biometrics in the Wild: B-Wild 2017
- Bir Bhanu, Abdenour Hadid, Qiang Ji, Mark Nixon, Vitomir Struc:
Foreword. 931-932 - Vojtech Franc
Learning CNNs for Face Recognition from Weakly Annotated Images. 933-940 - Bin Dong, Zhanfu An, Jian Lin, Weihong Deng:
Attention-Based Template Adaptation for Face Verification. 941-946 - Shuying Liu, Yipeng Huang, Jiani Hu, Weihong Deng:
Learning Local Responses of Facial Landmarks with Conditional Variational Auto-Encoder for Face Alignment. 947-952 - Nisha Srinivas, Harleen Atwal, Derek C. Rose, Gayathri Mahalingam, Karl Ricanek, David S. Bolme:
Age, Gender, and Fine-Grained Ethnicity Prediction Using Convolutional Neural Networks for the East Asian Face Dataset. 953-960 - Yipeng Huang, Shuying Liu, Jiani Hu, Weihong Deng:
Metric-Promoted Siamese Network for Gender Classification. 961-966 - Zhiwen Liu, Shan Li, Weihong Deng:
Boosting-POOF: Boosting Part Based One vs One Feature for Facial Expression Recognition in the Wild. 967-972 - Athira M. Nambiar
Context-Aware Person Re-Identification in the Wild Via Fusion of Gait and Anthropometric Features. 973-980 - João Neves
Exploiting Data Redundancy for Error Detection in Degraded Biometric Signatures Resulting From in the Wild Environments. 981-986 - Ziga Emersic, Dejan Stepec
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild. 987-994
Demos
- Jeffrey M. Girard
Open-Source Software for Continuous Measurement and Media Annotation. 995 - Michael J. Junokas, Greg Kohlburn, Benjamin Lane, Sahil Kumar, Wai-Tat Fu, Robb Lindgren
Gestural Interactions of Embodied Educational Technology Using One-Shot Machine Learning. 996 - Haibo Wang, Kees van Zon, Ihor Kirenko, Mukul Rocque:
Monitoring Patients in the Wild. 997 - Brunno Attorre, Bill Marino:
Automatic Immersion of Brands in Videos. 998 - Mel McCurrie, Samuel E. Anthony, Walter J. Scheirer:
Predicting First Impressions With Deep Learning. 999
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-11-21 20:17 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: