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

Remote Sensing

Towards Geospatial Foundation Models via Continual Pretraining
Matias Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Paper] [Code]

BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du
IEEE Transactions on Geoscience and Remote Sensing, 2021
[Paper] [Code]

Detecting Plant Invasion in Urban Parks with Aerial Image Time Series and Residual Neural Network
Dipanwita Dutta, Gang Chen, Chen Chen, Sara A. Gagne, Changlin Li, Christa Rogers, Christopher Matthews
Remote Sensing, 2020
[Paper]

NDVI-Net: A Fusion Network for Generating High-Resolution Normalized Difference
Vegetation Index in Remote Sensing
Hao Zhang, Jiayi Ma, Chen Chen, Xin Tian
ISPRS Journal of Photogrammetry and Remote Sensing, 2020
[Paper]

Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification
Yu Shen, Sijie Zhu, Chen Chen, Qian Du, Liang Xiao, Jianyu Chen, Delu Pan
IEEE Transactions on Geoscience and Remote Sensing, 2020
[Paper] [Code]

Pan-GAN: An Unsupervised Learning Method for Pan-sharpening Using a Generative Adversarial Network
Jiayi Ma, Wei Yu, Chen Chen, Pengwei Liang, Xiaojie Guo, Junjun Jiang
Information Fusion, 2020.
[Paper] [Code]

Real-Time Dense Semantic Labeling with Dual-Path Framework for High-Resolution Remote Sensing Image
Yuhao Wang, Chen Chen, Meng Ding, Jiangyun Li
Remote Sensing, 2019.
[Paper]

Infrared and Visible Image Fusion via Detail Preserving Adversarial Learning
Jiayi Ma, Pengwei Liang, Wei Yu, Chen Chen, Xiaojie Guo, Jia Wu, Junjun Jiang
Information Fusion, 2019.
[Paper] [Code]

SmokeNet: Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention
Rui Ba, Chen Chen, Jiang Yuan, Weiguo Song, Siuming Lo
Remote Sensing, 2019.
[Paper] [Project Website] [Download Dataset from OneDrive] [Download Dataset from Baidu Pan (download password: 5dlk)]

Hyperspectral Image Classification in the Presence of Noisy Labels
Junjun Jiang, Jiayi Ma, Zheng Wang, Chen Chen, and Xianming Liu
IEEE Transactions on Geoscience and Remote Sensing, 2018
[Paper] [Code]

One-two-one Networks for Compression Artifacts Reduction in Remote Sensing
Baochang Zhang, Jiaxin Gu, Chen Chen, Jungong Han, Xiangbo Su, Xianbin Cao, Jianzhuang Liu
ISPRS Journal of Photogrammetry and Remote Sensing, 2018
[Paper]

Multispectral Satellite Image Denoising via Adaptive Cuckoo Search-Based Wiener Filter
Shilpa Suresh, Shyam Lal, Chen Chen, Turgay Celik
IEEE Transactions on Geoscience and Remote Sensing, 2018
[Paper]

SuperPCA: A Superpixelwise Principal Component Analysis Approach for Unsupervised
Feature Extraction of Hyperspectral Imagery
Junjun Jiang, Jiayi Ma, Chen Chen, Zhongyuan Wang, Lizhe Wang
IEEE Transactions on Geoscience and Remote Sensing, 2018
[Paper] [Code]

Fusing Local and Global Features for High-Resolution Scene Classification
Xiaoyong Bian, Chen Chen, Long Tian, Qian Du
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017
[Paper]