Projects
A Survey of Camouflaged Object Detection and Beyond
Fengyang Xiao$^†$, Sujie Hu$^†$, Yuqi Shen, Chengyu Fang, Jinfa Huang,
Chunming He
$^*$, Longxiang Tang, Ziyun Yang, Xiu Li.
arXiv preprint arXiv:2408.14562
(
arXiv
), 2024
PDF
Code
Diffusion Models in Low-Level Vision$:$ A Survey
Chunming He
$^†$, Yuqi Shen$^†$, Chengyu Fang$^†$, Fengyang Xiao, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li.
arXiv preprint arXiv:2406.11138
(
arXiv
), 2024
PDF
Code
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network
Chengyu Fang$^†$,
Chunming He
$^†$, Fengyang Xiao, Yulun Zhang*, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li*
arXiv preprint arXiv:2406.07966
(
arXiv
), 2024
PDF
Code
Reti-Diff$:$ Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
Chunming He
$^†$, Chengyu Fang$^†$, Yulun Zhang*, Tian Ye, Kai Li, Longxiang Tang, Zhenhua Guo, Xiu Li*, Sina Farsiu*
arXiv preprint arXiv:2311.11638
(
arXiv
), 2023
PDF
Code
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
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