Shangfei Wang

Orcid: 0000-0003-1164-9895

According to our database1, Shangfei Wang authored at least 163 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Pose-Aware Facial Expression Recognition Assisted by Expression Descriptions.
IEEE Trans. Affect. Comput., 2024

A Multi-Stage Visual Perception Approach for Image Emotion Analysis.
IEEE Trans. Affect. Comput., 2024

Pose-robust personalized facial expression recognition through unsupervised multi-source domain adaptation.
Pattern Recognit., 2024

Zero-shot Compound Expression Recognition with Visual Language Model at the 6th ABAW Challenge.
CoRR, 2024

Temporal Enhancement for Video Affective Content Analysis.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

1DFormer: A Transformer Architecture Learning 1D Landmark Representations for Facial Landmark Tracking.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Enhancing Visual Wake Word Spotting with Pretrained Model and Feature Balance Scaling.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

One-to-Many Appropriate Reaction Mapping Modeling with Discrete Latent Variable.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023
Emotional Attention Detection and Correlation Exploration for Image Emotion Distribution Learning.
IEEE Trans. Affect. Comput., 2023

Dual Learning for Joint Facial Landmark Detection and Action Unit Recognition.
IEEE Trans. Affect. Comput., 2023

1DFormer: Learning 1D Landmark Representations via Transformer for Facial Landmark Tracking.
CoRR, 2023

MEDIC: A Multimodal Empathy Dataset in Counseling.
CoRR, 2023

Emotional Reaction Intensity Estimation Based on Multimodal Data.
CoRR, 2023

Facial Affective Behavior Analysis Method for 5th ABAW Competition.
CoRR, 2023

MEDIC: A Multimodal Empathy Dataset in Counseling.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Patch-Aware Representation Learning for Facial Expression Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Progressive Visual Content Understanding Network for Image Emotion Classification.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

UniFaRN: Unified Transformer for Facial Reaction Generation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Privacy-Protected Facial Expression Recognition Augmented by High-Resolution Facial Images.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Low-Resolution Face Recognition Enhanced by High-Resolution Facial Images.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Human Pose Estimation with Shape Aware Loss.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

2022
Dual Learning for Facial Action Unit Detection Under Nonfull Annotation.
IEEE Trans. Cybern., 2022

Multi-Task Learning for Emotion Descriptors Estimation at the fourth ABAW Challenge.
CoRR, 2022

Hand-Assisted Expression Recognition Method from Synthetic Images at the Fourth ABAW Challenge.
CoRR, 2022

Facial Action Unit Recognition Based on Transfer Learning.
CoRR, 2022

Two-Stage Multi-Scale Resolution-Adaptive Network for Low-Resolution Face Recognition.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Representation Learning through Multimodal Attention and Time-Sync Comments for Affective Video Content Analysis.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Knowledge Guided Representation Disentanglement for Face Recognition from Low Illumination Images.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Adversarial Stacking Ensemble for Facial Landmark Tracking.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Knowledge-Driven Self-Supervised Representation Learning for Facial Action Unit Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Occluded Facial Expression Recognition Using Self-supervised Learning.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Video Affective Content Analysis by Exploring Domain Knowledge.
IEEE Trans. Affect. Comput., 2021

Capturing Emotion Distribution for Multimedia Emotion Tagging.
IEEE Trans. Affect. Comput., 2021

Deep Facial Action Unit Recognition and Intensity Estimation from Partially Labelled Data.
IEEE Trans. Affect. Comput., 2021

Multi-task face analyses through adversarial learning.
Pattern Recognit., 2021

Exploring Adversarial Learning for Deep Semi-Supervised Facial Action Unit Recognition.
CoRR, 2021

Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Pose-Invariant Facial Expression Recognition.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Posed and Spontaneous Expression Distinction Using Latent Regression Bayesian Networks.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Knowledge-Augmented Multimodal Deep Regression Bayesian Networks for Emotion Video Tagging.
IEEE Trans. Multim., 2020

Capturing Joint Label Distribution for Multi-Label Classification Through Adversarial Learning.
IEEE Trans. Knowl. Data Eng., 2020

Exploring Domain Knowledge for Facial Expression-Assisted Action Unit Activation Recognition.
IEEE Trans. Affect. Comput., 2020

A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Pose-aware Adversarial Domain Adaptation for Personalized Facial Expression Recognition.
CoRR, 2020

Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking.
CoRR, 2020

Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Exploiting Self-Supervised and Semi-Supervised Learning for Facial Landmark Tracking with Unlabeled Data.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Exploiting Multi-Emotion Relations at Feature and Label Levels for Emotion Tagging.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Learning from Macro-expression: a Micro-expression Recognition Framework.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Occluded Facial Expression Recognition with Step-Wise Assistance from Unpaired Non-Occluded Images.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Unpaired Multimodal Facial Expression Recognition.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Weakly Supervised Dual Learning for Facial Action Unit Recognition.
IEEE Trans. Multim., 2019

Facial Action Unit Recognition and Intensity Estimation Enhanced Through Label Dependencies.
IEEE Trans. Image Process., 2019

Capturing Feature and Label Relations Simultaneously for Multiple Facial Action Unit Recognition.
IEEE Trans. Affect. Comput., 2019

Content-Based Video Emotion Tagging Augmented by Users' Multiple Physiological Responses.
IEEE Trans. Affect. Comput., 2019

Multiple Face Analyses through Adversarial Learning.
CoRR, 2019

Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey.
CoRR, 2019

A Multi-Modal Hierarchical Recurrent Neural Network for Depression Detection.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Identity- and Pose-Robust Facial Expression Recognition through Adversarial Feature Learning.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Occluded Facial Expression Recognition Enhanced through Privileged Information.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

KDSL: a Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Capturing Spatial and Temporal Patterns for Facial Landmark Tracking through Adversarial Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Integrating Facial Images, Speeches and Time for Empathy Prediction.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Dual Semi-Supervised Learning for Facial Action Unit Recognition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Image Aesthetic Assessment Assisted by Attributes through Adversarial Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Weakly Supervised Facial Action Unit Recognition With Domain Knowledge.
IEEE Trans. Cybern., 2018

Thermal Augmented Expression Recognition.
IEEE Trans. Cybern., 2018

Learning with privileged information for multi-Label classification.
Pattern Recognit., 2018

Personalized Multiple Facial Action Unit Recognition through Generative Adversarial Recognition Network.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Facial Expression Recognition Enhanced by Thermal Images through Adversarial Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Facial Action Unit Recognition Augmented by Their Dependencies.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Weakly Supervised Facial Action Unit Recognition Through Adversarial Training.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Feature and label relation modeling for multiple-facial action unit classification and intensity estimation.
Pattern Recognit., 2017

Expression-assisted facial action unit recognition under incomplete AU annotation.
Pattern Recognit., 2017

Capturing Spatial and Temporal Patterns for Distinguishing between Posed and Spontaneous Expressions.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Exploring Domain Knowledge for Affective Video Content Analyses.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep multimodal network for multi-label classification.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Deep Facial Action Unit Recognition from Partially Labeled Data.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Personalized video emotion tagging through a topic model.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Emotion recognition through integrating EEG and peripheral signals.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Capturing Dependencies among Labels and Features for Multiple Emotion Tagging of Multimedia Data.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Facial expression recognition through modeling age-related spatial patterns.
Multim. Tools Appl., 2016

Gender recognition from visible and thermal infrared facial images.
Multim. Tools Appl., 2016

Capturing global spatial patterns for distinguishing posed and spontaneous expressions.
Comput. Vis. Image Underst., 2016

Posed and Spontaneous Expression Recognition Through Restricted Boltzmann Machine.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Facial Expression Recognition with Deep two-view Support Vector Machine.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Emotion Recognition from EEG Signals Enhanced by User's Profile.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Multiple facial action unit recognition enhanced by facial expressions.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Employing subjects' information as privileged information for emotion recognition from EEG signals.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Multiple Facial Action Unit recognition by learning joint features and label relations.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Implicit hybrid video emotion tagging by integrating video content and users' multiple physiological responses.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Emotion recognition from peripheral physiological signals enhanced by EEG.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Facial Expression Intensity Estimation Using Ordinal Information.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Multiple Emotion Tagging for Multimedia Data by Exploiting High-Order Dependencies Among Emotions.
IEEE Trans. Multim., 2015

Emotion Recognition with the Help of Privileged Information.
IEEE Trans. Auton. Ment. Dev., 2015

Video Affective Content Analysis: A Survey of State-of-the-Art Methods.
IEEE Trans. Affect. Comput., 2015

Posed and spontaneous expression recognition through modeling their spatial patterns.
Mach. Vis. Appl., 2015

Multiple emotional tagging of multimedia data by exploiting dependencies among emotions.
Multim. Tools Appl., 2015

Implicit video emotion tagging from audiences' facial expression.
Multim. Tools Appl., 2015

Learning with privileged information using Bayesian networks.
Frontiers Comput. Sci., 2015

Emotion Recognition from EEG Signals by Leveraging Stimulus Videos.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Facial Action Unit Classification with Hidden Knowledge under Incomplete Annotation.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Expression Recognition from Visible Images with the Help of Thermal Images.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Multiple Aesthetic Attribute Assessment by Exploiting Relations Among Aesthetic Attributes.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Emotion Recognition from EEG Signals using Hierarchical Bayesian Network with Privileged Information.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Enhanced facial expression recognition by age.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Multi-instance Hidden Markov Model for facial expression recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Posed and spontaneous facial expression differentiation using deep Boltzmann machines.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Enhancing multi-label classification by modeling dependencies among labels.
Pattern Recognit., 2014

Hybrid video emotional tagging using users' EEG and video content.
Multim. Tools Appl., 2014

Exploiting multi-expression dependences for implicit multi-emotion video tagging.
Image Vis. Comput., 2014

Fusion of visible and thermal images for facial expression recognition.
Frontiers Comput. Sci., 2014

Emotion recognition from thermal infrared images using deep Boltzmann machine.
Frontiers Comput. Sci., 2014

Multiple-Facial Action Unit Recognition by Shared Feature Learning and Semantic Relation Modeling.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multi-label Learning with Missing Labels.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Early Facial Expression Recognition Using Hidden Markov Models.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Emotion recognition from users' EEG signals with the help of stimulus VIDEOS.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Sequence-based bias analysis of spontaneous facial expression databases.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Capture expression-dependent AU relations for expression recognition.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Facial Action Unit recognition by relation modeling from both qualitative knowledge and quantitative data.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

2013
Simultaneous Facial Feature Tracking and Facial Expression Recognition.
IEEE Trans. Image Process., 2013

Analyses of a Multimodal Spontaneous Facial Expression Database.
IEEE Trans. Affect. Comput., 2013

Eye localization from thermal infrared images.
Pattern Recognit., 2013

Capturing Global Semantic Relationships for Facial Action Unit Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Emotional tagging of videos by exploring multiple emotions' coexistence.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Implicit video multi-emotion tagging by exploiting multi-expression relations.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Emotional Influence on SSVEP Based BCI.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Facial Expression Recognition Using Deep Boltzmann Machine from Thermal Infrared Images.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Analyses of the Differences between Posed and Spontaneous Facial Expressions.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Active Labeling of Facial Feature Points.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
A qualitative and quantitative study of color emotion using valence-arousal.
Frontiers Comput. Sci., 2012

Eye Localization from Infrared Thermal Images.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2012

Similarity Measurement and Feature Selection Using Genetic Algorithm.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Bias analyses of spontaneous facial expression database.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Posed and spontaneous expression distinguishment from infrared thermal images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Analysis of Affective Effects on Steady-State Visual Evoked Potential Responses.
Proceedings of the Intelligent Autonomous Systems 12, 2012

Spontaneous Facial Expression Recognition by Fusing Thermal Infrared and Visible Images.
Proceedings of the Intelligent Autonomous Systems 12, 2012

Facial Expression Recognition from Infrared Thermal Videos.
Proceedings of the Intelligent Autonomous Systems 12, 2012

Facial expression recognition from infrared thermal images using temperature difference by voting.
Proceedings of the 2nd IEEE International Conference on Cloud Computing and Intelligence Systems, 2012

2011
Spontaneous facial expression recognition by using feature-level fusion of visible and thermal infrared images.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Affective Classification in Video Based on Semi-supervised Learning.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

A real-time attitude recognition by eye-tracking.
Proceedings of the ICIMCS 2011, 2011

Spontaneous Facial Expression Recognition Based on Feature Point Tracking.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Towards robot incremental learning constraints from comparative demonstration.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Emotion Recognition Using Hidden Markov Models from Facial Temperature Sequence.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
A Natural Visible and Infrared Facial Expression Database for Expression Recognition and Emotion Inference.
IEEE Trans. Multim., 2010

A spontaneous facial expression recognition method using head motion and AAM features.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Infrared Face Recognition Based on Histogram and K-Nearest Neighbor Classification.
Proceedings of the Advances in Neural Networks, 2010

An emotional harmony generation system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Musical perceptual similarity estimation using interactive genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Evaluating emotional algorithms using psychological scales.
Proceedings of the International Workshop on Affective-Aware Virtual Agents and Social Robots, 2009

Emotional speech synthesis by XML file using interactive genetic algorithms.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

2008
Infrared Facial Expression Recognition Using Wavelet Transform.
Proceedings of the 2008 International Symposium on Computer Science and Computational Technology, 2008

Emotional Music Generation Using Interactive Genetic Algorithm.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Analysis of Relationships between Color and Emotion by Classification Based on Associations.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2006
User Fatigue Reduction by an Absolute Rating Data-trained Predictor in IEC.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Evaluation of User Fatigue Reduction Through IEC Rating-Scale Mapping.
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Case-Based Facial Action Units Recognition Using Interactive Genetic Algorithm.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

Emotion Semantics Image Retrieval: An Brief Overview.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2001
Kansei-Oriented Image Retrieval.
Proceedings of the Active Media Technology, 6th International Computer Science Conference, 2001


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