Publications
Research publications in computer vision, machine learning, and artificial intelligence
Timeline
All Publications (44)
Towards Universal 3D Human Pose Estimation
Ce Zheng, Qitao Zhao, Matias Mendieta, Chen Chen
arXiv preprint arXiv:2023.xxxxx
Advanced Neural Networks for Computer Vision Applications
Chen Chen, Collaborators TBD
Conference TBD, 2025
Next Generation Vision Transformers
Research Team, Chen Chen
Major Conference, 2024
Single 2D Pose with Context is Worth Hundreds of Frames for 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Chen Chen
Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS), 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection
Ming Li, Jie Wu, Xionghui Wang, Chen Chen, Jie Qin, Xuefeng Xiao, Rui Wang, Min Zheng, Xin Pan
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Source-free Domain Adaptive Human Pose Estimation
Qucheng Peng, Ce Zheng, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
RenderIH: A Large-scale Synthetic Dataset for 3D Interacting Hand Pose Estimation
Lijun Li, Linrui Tian, Xindi Zhang, Qi Wang, Bang Zhang, Liefeng Bo, Mengyuan Liu, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning
Guangyu Sun, Matias Mendieta, Jun Luo, Shandong Wu, Chen Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
R²Former: Unified Retrieval and Reranking Transformer for Place Recognition
Sijie Zhu, Linjie Yang, Chen Chen, Mubarak Shah, Xiaohui Shen, Heng Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery
Ce Zheng, Xianpeng Liu, Guo-Jun Qi, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Pichao Wang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition
Yilei Hua, Wenhan Wu, Ce Zheng, Aidong Lu, Mengyuan Liu, Chen Chen, Shiqian Wu
32nd International Joint Conference on Artificial Intelligence (IJCAI), 2023
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning
Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
TransGeo: Transformer Is All You Need for Cross-view Image Geo-localization
Sijie Zhu, Mubarak Shah, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
SPAct: Self-supervised Privacy Preservation for Action Recognition
Ishan Rajendrakumar Dave, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
GALA: Toward Geometry-and-Lighting-Aware Object Search for Compositing
Sijie Zhu, Zhe Lin, Scott Cohen, Jason Kuen, Zhifei Zhang, Chen Chen
European Conference on Computer Vision (ECCV), 2022
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose
Ce Zheng, Matias Mendieta, Pu Wang, Aidong Lu, Chen Chen
ACM Multimedia (ACM MM), 2022
3D Human Pose Estimation with Spatial and Temporal Transformers
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
VIGOR: Cross-View Image Geo-localization beyond One-to-one Retrieval
Sijie Zhu, Taojiannan Yang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Learning Normal Dynamics in Videos with Meta Prototype Network
Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, Jian Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
Taojiannan Yang, Sijie Zhu, Chen Chen, Yan Shen, Mi Zhang, Andrew Willis
European Conference on Computer Vision (ECCV), 2020
GradAug: A New Regularization Method for Deep Neural Networks
Taojiannan Yang, Sijie Zhu, Chen Chen
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020
Attention Mechanism Exploits Temporal Contexts: Real-time 3D Human Pose Reconstruction
Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan Asari
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Multi-Scale Progressive Fusion Network for Single Image Deraining
Kui Jiang, Zhongyuan Wang, Peng Yi, Chen Chen, Baojin Huang, Yimin Luo, Jiayi Ma, Junjun Jiang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Joint Dynamic Pose Image and Space Time Reversal for Human Action Recognition from Videos
Mengyuan Liu, Fanyang Meng, Chen Chen, Songtao Wu
33rd AAAI Conference on Artificial Intelligence (AAAI), 2019
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
Chen Chen, Xiaopeng Liu, Meng Ding, Junfeng Zheng, Jiangyun Li
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019
An Efficient 3D CNN for Action/Object Segmentation in Video
Rui Hou, Chen Chen, Mubarak Shah, Rahul Sukthankar
British Machine Vision Conference (BMVC), 2019
Real-world Anomaly Detection in Surveillance Videos
Waqas Sultani, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Gabor Convolutional Networks
Shangzhen Luan, Chen Chen, Baochang Zhang, Jungong Han, Jianzhuang Liu
IEEE Transactions on Image Processing, 2018
Memory Attention Networks for Skeleton-based Action Recognition
Chunyu Xie, Ce Li, Baochang Zhang, Chen Chen, Jungong Han, Changqing Zou, Jianzhuang Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2018
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos
Rui Hou, Chen Chen, Mubarak Shah
International Conference on Computer Vision (ICCV), 2017
Cross-View Image Matching for Geo-localization in Urban Environments
Yicong Tian, Chen Chen, Mubarak Shah
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Multi-Temporal Depth Motion Maps-Based Local Binary Patterns for 3-D Human Action Recognition
Chen Chen, Mengyuan Liu, Hong Liu, Baochang Zhang, Jungong Han, Nasser Kehtarnavaz
IEEE Access, 2017
3D Action Recognition Using Multi-temporal Depth Motion Maps and Fisher Vector
Chen Chen, Mengyuan Liu, Baochang Zhang, Jungong Han, Junjun Jiang, Hong Liu
International Joint Conference on Artificial Intelligence (IJCAI), 2016
Real-Time Human Action Recognition Based on Depth Motion Maps
Chen Chen, Kui Liu, Nasser Kehtarnavaz
Journal of Real-Time Image Processing, 2016
A Real-Time Human Action Recognition System Using Depth and Inertial Sensor Fusion
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Sensors Journal, 2016
UTD-MHAD: A Multimodal Dataset for Human Action Recognition Utilizing a Depth Camera and a Wearable Inertial Sensor
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE International Conference on Image Processing (ICIP), 2015
Action Recognition from Depth Sequences Using Depth Motion Maps-based Local Binary Patterns
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Winter Conference on Applications of Computer Vision (WACV), 2015
Local Binary Patterns and Extreme Learning Machine for Hyperspectral Imagery Classification
Wei Li, Chen Chen, Hongjun Su, Qian Du
IEEE Transactions on Geoscience and Remote Sensing, 2015
Reconstruction of Hyperspectral Imagery from Random Projections Using Multihypothesis Prediction
Chen Chen, Wei Li, Eric W. Tramel, James E. Fowler
IEEE Transactions on Geoscience and Remote Sensing, 2014
Spectral-Spatial Classification of Hyperspectral Image based on Kernel Extreme Learning Machine
Chen Chen, Wei Li, Hongjun Su, Kui Liu
Remote Sensing, 2014
Fusion of Inertial and Depth Sensor Data for Robust Hand Gesture Recognition
Kui Liu, Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Sensors Journal, 2014
Compressed-Sensing Recovery of Images and Video Using Multihypothesis Predictions
Chen Chen, Eric W. Tramel, and James E. Fowler
IEEE Asilomar Conference on Signals, Systems, and Computers, 2014