Projects
AIIE$:$ All-Inclusive Image Enhancement via DCT Data Adjustment
Mingye Ju$^†$,
Chunming He
$^†$, Can Ding, Wenqi Ren, Lin Zhang.
IEEE Transactions on Circuits and Systems for Video Technology
(
TCSVT
), 2024
Strategic Preys Make Acute Predators$:$ Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
Chunming He
, Kai Li*, Yachao Zhang, Yulun Zhang, Zhenhua Guo, Xiu Li*, Martin Danelljan, Fisher Yu
in International Conference on Learning Representations
(
ICLR
), 2024
PDF
Code
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
Chunming He
$^†$, Kai Li$^†$, Yachao Zhang, Guoxia Xu, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li*
in Advances in Neural Information Processing Systems
(
NeurIPS
), 2023
PDF
Code
Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion
Chunming He
, Kai Li*, Guoxia Xu, Yulun Zhang, Runze Hu, Zhenhua Guo, Xiu Li*
in International Conference on Computer Vision
(
ICCV
), 2023
PDF
Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction
Chunming He
, Kai Li*, Yachao Zhang, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li*
in IEEE International Conference on Computer Vision and Pattern Recognition
(
CVPR
), 2023
PDF
Code
HQG-Net$:$ Unpaired Medical Image Enhancement with High-Quality Guidance
Chunming He
, Kai Li*, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Yaowei Wang, Xiu Li*.
IEEE Transactions on Neural Networks and Learning Systems
(
TNNLS
), 2023
PDF
Code
DM-Fusion$:$ Deep Model-Driven Network for Heterogeneous Image Fusion
Guoxia Xu$^†$,
Chunming He
$^†$, Hao Wang*, Hu Zhu, Weiping Ding
IEEE Transactions on Neural Networks and Learning Systems
(
TNNLS
), 2023
PDF
IVF-Net$:$ An Infrared and Visible Data Fusion Deep Network for Traffic Object Enhancement in Intelligent Transportation Systems
Mingye Ju$^†$,
Chunming He
$^†$, Juping Liu, Bin Kang, Jian Su, Dengyin Zhang
IEEE Transactions on Intelligent Transportation Systems
(
TITS
), 2022
PDF
PcGAN$:$ A Noise Robust Conditional Generative Adversarial Network for One Shot Learning
Lizhen Deng$^†$,
Chunming He
$^†$, Guoxia Xu, Hu Zhu*, Hao Wang
IEEE Transactions on Intelligent Transportation Systems
(
TITS
), 2022
PDF
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher
Longxiang Tang, Kai Li*,
Chunming He
, Yulun Zhang, Xiu Li*
in International Conference on Medical Image Computing and Computer Assisted Intervention
(
MICCAI
), 2023
PDF
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