Publications

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(Selected) Publication by Research Topic

GenAI: Text-to-Motion | Image and Video Generation and Editing | 3D Generation and Editing
Video Understanding: Grounding and Reasoning | Human Pose/Mesh Analysis | Human Action Recognition | Anomaly Detection
Other Computer Vision Tasks: Object Detection | Image Segmentation
Medical Image Computing & Healthcare Applications: Medical Image Segmentation | Medical Foundation Models and Datasets | Healthcare Applications
Image and Video Processing: Image Restoration (Denoising, SR, etc.)
Geospatial Analysis and Remote Sensing: Image Geolocalization | Remote Sensing
Machine Learning: Federated Learning | Unsupervised, Self- and Semi-supervised Learning | Multimodal Learning | Efficiency

Go to Publications by Year

Image/Video Geolocalization

GeoDTR+: Toward Generic Cross-view Geolocalization via Geometric Disentanglement
Xiaohan Zhang, Xingyu Li, Waqas Sultani, Chen Chen, Safwan Wshah
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024
[Paper] [Code]

\(R^2\)Former: Unified \(R\)etrieval and \(R\)eranking 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
[Paper] [Code]

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
[Paper] [Code]

GAMa: Cross-view Video Geo-localization
Shruti Vyas, Chen Chen, Mubarak Shah
European Conference on Computer Vision (ECCV), 2022
[Paper] [Dataset and Code]

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
[Paper] [Dataset and Code]

Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation
Sijie Zhu, Taojiannan Yang, Chen Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021
[Paper]

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
[Paper] [Project Website (Cross-view dataset and code)]