Chunming He

According to our database, Chunming He authored at least 51 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PRISM: Rethinking Scattered Atmosphere Reconstruction as a Unified Understanding and Generation Model for Real-world Dehazing.

Chengyu Fang, Chunming He, Yuelin Zhang, Chubin Chen, Chenyang Zhu, Longxiang Tang, Xiu Li

CoRR, April, 2026

Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration.

Fengyang Xiao, Peng Hu, Lei Xu, XingE Guo, Guanyi Qin, Yuqi Shen, Chengyu Fang, Rihan Zhang, Chunming He, Sina Farsiu

CoRR, March, 2026

Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models.

Chengyu Fang, Heng Guo, Zheng Jiang, Chunming He, Xiu Li, Minfeng Xu

CoRR, March, 2026

QualiTeacher: Quality-Conditioned Pseudo-Labeling for Real-World Image Restoration.

Fengyang Xiao, Jingjia Feng, Peng Hu, Dingming Zhang, Lei Xu, Guanyi Qin, Lu Li, Chunming He, Sina Farsiu

CoRR, March, 2026

PRIMA: Pre-training with Risk-integrated Image-Metadata Alignment for Medical Diagnosis via LLM.

Yiqing Wang, Chunming He, Ming-Chen Lu, Mercy Pawar, Leslie Niziol, Maria A. Woodward, Sina Farsiu

CoRR, February, 2026

Refining Context-Entangled Content Segmentation via Curriculum Selection and Anti-Curriculum Promotion.

Chunming He, Rihan Zhang, Fengyang Xiao, Dingming Zhang, Zhiwen Cao, Sina Farsiu

CoRR, February, 2026

An Unsupervised Image Dehazing With Scene Geometry Prior for Road Traffic Scenarios.

Mingye Ju, Tianyi Lyu, Chunming He, Qingshan Liu, Kai-Kuang Ma

IEEE Trans. Image Process., 2026

Adaptive blockchain task sharding for reliable V2X incident management.

Meng Feng, Chunming He, Xiaoliang Wang, Lianbao Yang, Pengfei Hu

Reliab. Eng. Syst. Saf., 2026

2025

Nested Unfolding Network for Real-World Concealed Object Segmentation.

Chunming He, Rihan Zhang, Dingming Zhang, Fengyang Xiao, Deng-Ping Fan, Sina Farsiu

CoRR, November, 2025

UnfoldLDM: Deep Unfolding-based Blind Image Restoration with Latent Diffusion Priors.

Chunming He, Rihan Zhang, Zheng Chen, Bowen Yang, Chengyu Fang, Yunlong Lin, Fengyang Xiao, Sina Farsiu

CoRR, November, 2025

SCALER: SAM-Enhanced Collaborative Learning for Label-Deficient Concealed Object Segmentation.

Chunming He, Rihan Zhang, Longxiang Tang, Ziyun Yang, Kai Li, Deng-Ping Fan, Sina Farsiu

CoRR, November, 2025

Segment Concealed Objects With Incomplete Supervision.

Chunming He, Kai Li, Yachao Zhang, Ziyun Yang, Youwei Pang, Longxiang Tang, Chengyu Fang, Yulun Zhang, Linghe Kong, Xiu Li, Sina Farsiu

IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

Reversible Unfolding Network for Concealed Visual Perception with Generative Refinement.

Chunming He, Fengyang Xiao, Rihan Zhang, Chengyu Fang, Deng-Ping Fan, Sina Farsiu

CoRR, August, 2025

Exploiting Discriminative Codebook Prior for Autoregressive Image Generation.

Longxiang Tang, Ruihang Chu, Xiang Wang, Yujin Han, Pingyu Wu, Chunming He, Yingya Zhang, Shiwei Zhang, Jiaya Jia

CoRR, August, 2025

Diffusion Models in Low-Level Vision: A Survey.

Chunming He, Yuqi Shen, Chengyu Fang, Fengyang Xiao, Longxiang Tang, Yulun Zhang, Wangmeng Zuo, Zhenhua Guo, Xiu Li

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement.

Yuqi Shen, Fengyang Xiao, Sujie Hu, Youwei Pang, Yifan Pu, Chengyu Fang, Xiu Li, Chunming He

CoRR, June, 2025

UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration.

Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Sina Farsiu

CoRR, May, 2025

IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond.

Peng Hu, Chunming He, Lei Xu, Jingduo Tian, Sina Farsiu, Yulun Zhang, Pei Liu, Xiu Li

CoRR, March, 2025

Integrating Extra Modality Helps Segmentor Find Camouflaged Objects Well.

Chengyu Fang, Chunming He, Longxiang Tang, Yuelin Zhang, Chenyang Zhu, Yuqi Shen, Chubin Chen, Guoxia Xu, Xiu Li

CoRR, February, 2025

All-Inclusive Image Enhancement for Degraded Images Exhibiting Low-Frequency Corruption.

Mingye Ju, Chunming He, Can Ding, Wenqi Ren, Lin Zhang, Kai-Kuang Ma

IEEE Trans. Circuits Syst. Video Technol., January, 2025

RUN: Reversible Unfolding Network for Concealed Object Segmentation.

Chunming He, Rihan Zhang, Fengyang Xiao, Chenyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu

CoRR, January, 2025

RUN: Reversible Unfolding Network for Concealed Object Segmentation.

Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.

Chunming He, Chengyu Fang, Yulun Zhang, Longxiang Tang, Jinfa Huang, Kai Li, Zhenhua Guo, Xiu Li, Sina Farsiu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results.

Zheng Chen, Jingkai Wang, Kai Liu, Jue Gong, Lei Sun, Zongwei Wu, Radu Timofte, Yulun Zhang, Jianxing Zhang, Jinlong Wu, Jun Wang, Zheng Xie, Hakjae Jeon, Suejin Han, Hyung-Ju Chun, Hyunhee Park, Zhicun Yin, Junjie Chen, Ming Liu, Xiaoming Li, Chao Zhou, Wangmeng Zuo, Weixia Zhang, Dingquan Li, Kede Ma, Yun Zhang, Zhuofan Zheng, Yuyue Liu, Shizhen Tang, Zihao Zhang, Yi Ning, Hao Jiang, Wenjie An, Kangmeng Yu, Chenyang Wang, Kui Jiang, Xianming Liu, Junjun Jiang, Yingfu Zhang, Gang He, Siqi Wang, Kepeng Xu, Zhenyang Liu, Changxin Zhou, Shanlan Shen, Yubo Duan, Yiang Chen, Jin Guo, Mengru Yang, Jen-Wei Lee, Chia-Ming Lee, Chih-Chung Hsu, Hu Peng, Chunming He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

MultiBooth: Towards Generating All Your Concepts in an Image from Text.

Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

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 Trans. Neural Networks Learn. Syst., December, 2024

DM-Fusion: Deep Model-Driven Network for Heterogeneous Image Fusion.

Guoxia Xu, Chunming He, Hao Wang, Hu Zhu, Weiping Ding

IEEE Trans. Neural Networks Learn. Syst., July, 2024

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

CoRR, 2024

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

CoRR, 2024

HDDGAN: A Heterogeneous Dual-Discriminator Generative Adversarial Network for Infrared and Visible Image Fusion.

Guosheng Lu, Zile Fang, Chunming He, Zhigang Zhao

CoRR, 2024

Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network.

Chengyu Fang, Chunming He, Fengyang Xiao, Yulun Zhang, Longxiang Tang, Yuelin Zhang, Kai Li, Xiu Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects.

Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Chenyu You, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models.

Longxiang Tang, Zhuotao Tian, Kai Li, Chunming He, Hantao Zhou, Hengshuang Zhao, Xiu Li, Jiaya Jia

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

The product quality inspection scheme based on software-defined edge intelligent controller in industrial internet of things.

Pengfei Hu, Chunming He, Yiming Zhu, Tianhui Li

J. Cloud Comput., December, 2023

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 Trans. Intell. Transp. Syst., January, 2023

Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model.

Chunming He, Chengyu Fang, Yulun Zhang, Kai Li, Longxiang Tang, Chenyu You, Fengyang Xiao, Zhenhua Guo, Xiu Li

CoRR, 2023

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

CoRR, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher.

Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Consistency Regularization for Generalizable Source-free Domain Adaptation.

Longxiang Tang, Kai Li, Chunming He, Yulun Zhang, Xiu Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion.

Chunming He, Kai Li, Guoxia Xu, Yulun Zhang, Runze Hu, Zhenhua Guo, Xiu Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Realizing the Value of Labeled Target Samples: A Two-Stage Approach for Semi-Supervised Domain Adaptation.

Mengqun Jin, Kai Li, Shuyan Li, Chunming He, Xiu Li

Proceedings of the IEEE International Conference on Acoustics, 2023

Camouflaged Object Detection with Feature Decomposition and Edge Reconstruction.

Chunming He, Kai Li, Yachao Zhang, Longxiang Tang, Yulun Zhang, Zhenhua Guo, Xiu Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Concealed Object Segmentation with Hierarchical Coherence Modeling.

Fengyang Xiao, Pan Zhang, Chunming He, Runze Hu, Yutao Liu

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

PcGAN: A Noise Robust Conditional Generative Adversarial Network for One Shot Learning.

Lizhen Deng, Chunming He, Guoxia Xu, Hu Zhu, Hao Wang

IEEE Trans. Intell. Transp. Syst., 2022

Multi-modal sequence learning for Alzheimer's disease progression prediction with incomplete variable-length longitudinal data.

Lei Xu, Hui Wu, Chunming He, Jun Wang, Changqing Zhang, Feiping Nie, Lei Chen

Medical Image Anal., 2022

The Scheme and System Architecture of Product Quality Inspection based on Software-Defined Edge Intelligent Controller (SD-EIC) in Industrial Internet of Things.

Pengfei Hu, Chunming He, Yiming Zhu

Proceedings of the IEEE International Conference on Smart Internet of Things, 2022

2021

Vector co-occurrence morphological edge detection for colour image.

Ying Lu, Chunming He, Yu-Feng Yu, Guoxia Xu, Hu Zhu, Lizhen Deng

IET Image Process., 2021

2020

Software-Defined Edge Computing (SDEC): Principle, Open IoT System Architecture, Applications, and Challenges.

Pengfei Hu, Wai Chen, Chunming He, Yiping Li, Huansheng Ning

IEEE Internet Things J., 2020

Infrared and visible image fusion based on local gradient constraints.

Guosheng Lu, Chunming He, Lei Xu, Jinlei Ren, Guoxia Xu, Haiming Zhao

Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

2019

Image Threshold Segmentation Based on GLLE Histogram.

Chunming He, Xiaobo Wang, Lizhen Deng, Guoxia Xu

Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019