Jun Wan

Orcid: 0000-0002-4735-2885

Affiliations:
  • Chinese Academy of Sciences, Institute of Automation, Center for Biometrics and Security Research / National Laboratory of Pattern Recognition, Beijing, China
  • Beijing Jiaotong University, Institute of Information Science, China (PhD 2015)


According to our database1, Jun Wan authored at least 98 papers between 2012 and 2024.

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Bibliography

2024
Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

NCL++: Nested Collaborative Learning for long-tailed visual recognition.
Pattern Recognit., March, 2024

Surveillance Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2024

SHIELD : An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Models.
CoRR, 2024

PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition.
CoRR, 2024

Unified Physical-Digital Face Attack Detection.
CoRR, 2024

2023
A Unified Multimodal De- and Re-Coupling Framework for RGB-D Motion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone.
IEEE Trans. Image Process., 2023

FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2023

Divergence-Driven Consistency Training for Semi-Supervised Facial Age Estimation.
IEEE Trans. Inf. Forensics Secur., 2023

Deep domain-invariant learning for facial age estimation.
Neurocomputing, 2023

Compound Text-Guided Prompt Tuning via Image-Adaptive Cues.
CoRR, 2023

PMMTalk: Speech-Driven 3D Facial Animation from Complementary Pseudo Multi-modal Features.
CoRR, 2023

Effective Decision Boundary Learning for Class Incremental Learning.
CoRR, 2023

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Attack-Agnostic Deep Face Anti-Spoofing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Surveillance Face Presentation Attack Detection Challenge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Frequency Feature Pyramid Network With Global-Local Consistency Loss for Crowd-and-Vehicle Counting in Congested Scenes.
IEEE Trans. Intell. Transp. Syst., 2022

Cross-Batch Hard Example Mining With Pseudo Large Batch for ID vs. Spot Face Recognition.
IEEE Trans. Image Process., 2022

CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning.
IEEE Trans. Image Process., 2022

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition.
IEEE Trans. Cybern., 2022

Exploring the Limits of Hard Example Mining for ID Document to Selfie Matching.
IEEE Trans. Biom. Behav. Identity Sci., 2022

A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition.
CoRR, 2022

Effective Vision Transformer Training: A Data-Centric Perspective.
CoRR, 2022

2D+3D facial expression recognition via embedded tensor manifold regularization.
CoRR, 2022

Disentangling Facial Pose and Appearance Information for Face Anti-spoofing.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Nested Collaborative Learning for Long-Tailed Visual Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Adaptive cross-fusion learning for multi-modal gesture recognition.
Virtual Real. Intell. Hardw., 2021

Shared Low-Rank Correlation Embedding for Multiple Feature Fusion.
IEEE Trans. Multim., 2021

Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition.
IEEE Trans. Image Process., 2021

Face Anti-Spoofing via Adversarial Cross-Modality Translation.
IEEE Trans. Inf. Forensics Secur., 2021

Special Issue on Face Presentation Attack Detection.
IEEE Trans. Biom. Behav. Identity Sci., 2021

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

UAV-Based Wide-Area Internet of Things: An Integrated Deployment Architecture.
IEEE Netw., 2021

Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition.
Int. J. Comput. Vis., 2021

Cross-ethnicity face anti-spoofing recognition challenge: A review.
IET Biom., 2021

ChaLearn Looking at People: Inpainting and Denoising challenges.
CoRR, 2021

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

3D High-Fidelity Mask Face Presentation Attack Detection Challenge.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

LAE : Long-Tailed Age Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Multi-Modal Face Presentation Attack Detection
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01824-4, 2020

WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild.
IEEE Trans. Multim., 2020

Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis.
IEEE Trans. Cybern., 2020

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing.
IEEE Trans. Biom. Behav. Identity Sci., 2020

Guest Editorial: Image and Video Inpainting and Denoising.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis.
Int. J. Comput. Vis., 2020

Statistical Machine Learning for Human Behaviour Analysis.
Entropy, 2020

Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review.
CoRR, 2020

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing.
CoRR, 2020

3DPC-Net: 3D Point Cloud Network for Face Anti-spoofing.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Region-Based Context Enhanced Network for Robust Multiple Face Alignment.
IEEE Trans. Multim., 2019

Attention-Based Pedestrian Attribute Analysis.
IEEE Trans. Image Process., 2019

FERLrTc: 2D+3D facial expression recognition via low-rank tensor completion.
Signal Process., 2019

Guest editorial: special issue on human abnormal behavioural analysis.
Mach. Vis. Appl., 2019

Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing.
CoRR, 2019

Deeply-learned Hybrid Representations for Facial Age Estimation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Global and Local Spatial-Attention Network for Isolated Gesture Recognition.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

2018
A Unified Framework for Multi-Modal Isolated Gesture Recognition.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning.
IEEE Trans. Multim., 2018

Auxiliary Demographic Information Assisted Age Estimation With Cascaded Structure.
IEEE Trans. Cybern., 2018

Articulated motion and deformable objects.
Pattern Recognit., 2018

Efficient Group-n Encoding and Decoding for Facial Age Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

RGB-D-based human motion recognition with deep learning: A survey.
Comput. Vis. Image Underst., 2018

CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing.
CoRR, 2018

Representation based and Attention augmented Meta learning.
CoRR, 2018

Dominant and Complementary Emotion Recognition From Still Images of Faces.
IEEE Access, 2018

Fine-Grained Multi-Attribute Adversarial Learning for Face Generation of Age, Gender and Ethnicity.
Proceedings of the 2018 International Conference on Biometrics, 2018

Large-Scale Isolated Gesture Recognition Using a Refined Fused Model Based on Masked Res-C3D Network and Skeleton LSTM.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Principal motion components for one-shot gesture recognition.
Pattern Anal. Appl., 2017

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Multi-Region Ensemble Convolutional Neural Network for High Accuracy Age Estimation.
Proceedings of the British Machine Vision Conference 2017, 2017

One-Shot Learning Gesture Recognition from RGB-D Data Using Bag of Features.
Proceedings of the Gesture Recognition, 2017

2016
Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition.
CoRR, 2016

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Facial Expression Recognition Based on Multi-scale CNNs.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Age Estimation Based on Multi-Region Convolutional Neural Network.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Age Estimation Based on a Single Network with Soft Softmax of Aging Modeling.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
DFDnet: Discriminant Face Descriptor Network for Facial Age Estimation.
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015

2014
CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition.
IEEE Trans. Image Process., 2014

3D SMoSIFT: three-dimensional sparse motion scale invariant feature transform for activity recognition from RGB-D videos.
J. Electronic Imaging, 2014

Dimensionality reduction using graph-embedded probability-based semi-supervised discriminant analysis.
Neurocomputing, 2014

2013
One-shot learning gesture recognition from RGB-D data using bag of features.
J. Mach. Learn. Res., 2013

Fuzzy Nearest Feature Line-based Manifold Embedding for Facial Expression Recognition.
J. Inf. Sci. Eng., 2013

Graph-preserving shortest feature line segment for dimensionality reduction.
Neurocomputing, 2013

Principal motion components for gesture recognition using a single-example.
CoRR, 2013

2012
Semi-supervised dimensionality reduction using estimated class membership probabilities.
J. Electronic Imaging, 2012


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