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2020 – today
- 2026
[j6]Mengen Cai
, Tongshun Zhang, Pingping Liu, Qiuzhan Zhou:
APMoE-Net: Fourier amplitude-phase joint enhancement and MoE compensation for low-light image enhancement. Expert Syst. Appl. 298: 129664 (2026)- [j5]Liyuan Yin, Pingping Liu, Tongshun Zhang, Hongwei Zhao, Qiuzhan Zhou:
Differentiable histogram-guided unsupervised Retinex enhancement for paired low-light images. Expert Syst. Appl. 298: 129782 (2026) - 2025
- [j4]Tianqi Li, Pingping Liu, Qiuzhan Zhou, Tongshun Zhang:
Adaptive illumination and noise-free detail recovery via visual decomposition for low-light image enhancement. Comput. Vis. Image Underst. 260: 104466 (2025) - [j3]Pingping Liu, Xiaoyi Wang, Tongshun Zhang, Liyuan Yin:
Multi-modal fusion guided retinex-based low-light image enhancement. Expert Syst. Appl. 292: 128653 (2025) - [j2]Tongshun Zhang, Pingping Liu, Mengen Cai, Xiaoyi Wang, Qiuzhan Zhou:
Cross-modal guided and refinement-enhanced Retinex network for robust low-light image enhancement. Inf. Fusion 124: 103380 (2025) - [c4]Ming Zhao, Pingping Liu, Tongshun Zhang, Zhe Zhang:
ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning. ICME 2025: 1-6 - [i9]Tongshun Zhang, Pingping Liu, Mengen Cai, Zijian Zhang, Yubing Lu, Qiuzhan Zhou:
BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement. CoRR abs/2506.18346 (2025) - [i8]Ming Zhao, Pingping Liu, Tongshun Zhang, Zhe Zhang:
ReF-LLE: Personalized Low-Light Enhancement via Reference-Guided Deep Reinforcement Learning. CoRR abs/2506.22216 (2025) - [i7]Tongshun Zhang, Pingping Liu, Yubing Lu, Mengen Cai, Zijian Zhang, Zhe Zhang, Qiuzhan Zhou:
CWNet: Causal Wavelet Network for Low-Light Image Enhancement. CoRR abs/2507.10689 (2025) - [i6]Tongshun Zhang, Pingping Liu, Zixuan Zhong, Zijian Zhang, Qiuzhan Zhou:
Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration. CoRR abs/2508.03336 (2025) - [i5]Tongshun Zhang, Pingping Liu, Zhe Zhang, Qiuzhan Zhou:
CIVQLLIE: Causal Intervention with Vector Quantization for Low-Light Image Enhancement. CoRR abs/2508.03338 (2025) - [i4]Tongshun Zhang, Pingling Liu, Zijian Zhang, Qiuzhan Zhou:
SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration. CoRR abs/2508.04041 (2025) - [i3]Ming Zhao, Pingping Liu, Tongshun Zhang, Zhe Zhang:
WEC-DG: Multi-Exposure Wavelet Correction Method Guided by Degradation Description. CoRR abs/2508.09565 (2025) - [i2]Ming Zhao, Wenhui Dong, Yang Zhang, Xiang Zheng, Zhonghao Zhang, Zian Zhou, Yunzhi Guan, Liukun Xu, Wei Peng, Zhaoyang Gong, Zhicheng Zhang, Dachuan Li, Xiaosheng Ma, Yuli Ma, Jianing Ni, Changjiang Jiang, Lixia Tian, Qixin Chen, Kaishun Xia, Pingping Liu, Tongshun Zhang, Zhiqiang Liu, Zhongyan Bi, Chenyang Si, Tiansheng Sun, Caifeng Shan:
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus. CoRR abs/2510.03160 (2025) - 2024
- [c3]Tongshun Zhang, Pingping Liu, Ming Zhao, Haotian Lv:
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement. ACM Multimedia 2024: 7434-7443 - [i1]Tongshun Zhang, Pingping Liu, Ming Zhao, Haotian Lv:
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement. CoRR abs/2412.00683 (2024) - 2023
- [j1]Yuelong Li, Tongshun Zhang, Junyu Bi, Jianming Wang:
DD-GAN: pedestrian image inpainting with simultaneous tone correction. Multim. Tools Appl. 82(2): 2503-2516 (2023) - 2021
- [c2]Yuelong Li, Tongshun Zhang, Jianming Wang:
Spmpg: Robust Person Image Generation With Semantic Parsing Map. ICIP 2021: 1364-1368 - 2020
- [c1]Yuelong Li, Junyu Bi, Tongshun Zhang, Jianming Wang:
Multimodal Image Retrieval Based on Eyes Hints and Facial Description Properties. PRCV (2) 2020: 151-163
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