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

Healthcare Applications

CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes
Ishan Rajendrakumar Dave, Tristan de Blegiers, Chen Chen, Mubarak Shah
2024 IEEE International Conference on Image Processing (ICIP), 2024
[Paper] [Project Website] [Code]

Language-assisted Deep Learning for Autistic Behaviors Recognition
Andong Deng, Taojiannan Yang, Chen Chen, Qian Chen, Leslie Neely, Sakiko Oyama
Smart Health, 2024
[Paper] [Project Website]

Multi-modal Transformer for Nurse Activity Recognition
Momal Ijaz, Renato Diaz, Chen Chen
The Fifth International Workshop on Computer Vision for Physiological Measurement (CVPM)
in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper] [Code]

Home-based Senior Fitness Test Measurement System Using Collaborative Inertial and Depth Sensors
Chen Chen, Kui Liu, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Engineering in Medicine and Biology Society (EMBC), 2014
[Paper] [Demo]

A Medication Adherence Monitoring System for Pill Bottles Based on a Wearable Inertial Sensor
Chen Chen, Roozbeh Jafari, Nasser Kehtarnavaz
IEEE Engineering in Medicine and Biology Society (EMBC), 2014
[Paper]