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2020 – today
- 2024
[j87]Jinyuan Liu
, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan:
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion. Int. J. Comput. Vis. 132(5): 1748-1775 (2024)- [j86]Sihan Xie, Peiming Li, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu:
Breaking the water dilemma: Transmission-guided bilevel adaptive learning for underwater imagery. Neurocomputing 596: 127909 (2024) - [j85]Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan:
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5026-5043 (2024) - [j84]Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo:
A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6594-6609 (2024) - [j83]Jiaxin Gao, Yaohua Liu, Ziyu Yue, Xin Fan, Risheng Liu:
Collaborative brightening and amplification of low-light imagery via bi-level adversarial learning. Pattern Recognit. 154: 110558 (2024) - [j82]Xinwei Xue, Tianjiao Ma, Yidong Han, Long Ma, Risheng Liu:
Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement. IEEE Signal Process. Lett. 31: 6-10 (2024) - [j81]Zhiying Jiang, Shuzhou Yang, Jinyuan Liu, Xin Fan, Risheng Liu:
Multiscale Synergism Ensemble Progressive and Contrastive Investigation for Image Restoration. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j80]Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu:
Multispectral Image Stitching via Global-Aware Quadrature Pyramid Regression. IEEE Trans. Image Process. 33: 4288-4302 (2024) - [c124]Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu:
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. AAAI 2024: 1417-1425 - [c123]Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu:
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. AAAI 2024: 2589-2597 - [c122]Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu:
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. AAAI 2024: 5985-5993 - [c121]Xin Fan, Xiaolin Wang, Jiaxin Gao, Jia Wang, Zhongxuan Luo, Risheng Liu:
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation. CVPR 2024: 11726-11735 - [c120]Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang:
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy. ICML 2024 - [i83]Xingyuan Li, Yang Zou, Jinyuan Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu:
From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion. CoRR abs/2401.00421 (2024) - [i82]Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu:
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. CoRR abs/2402.15959 (2024) - [i81]Risheng Liu, Zhu Liu, Wei Yao, Shangzhi Zeng, Jin Zhang:
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy. CoRR abs/2405.09927 (2024) - [i80]Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan, Risheng Liu:
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation. CoRR abs/2406.02064 (2024) - 2023
- [j79]Chenping Fu, Risheng Liu, Xin Fan, Puyang Chen, Hao Fu, Wanqi Yuan, Ming Zhu, Zhongxuan Luo:
Rethinking general underwater object detection: Datasets, challenges, and solutions. Neurocomputing 517: 243-256 (2023) - [j78]Jinyuan Liu, Guanyao Wu, Junsheng Luan, Zhiying Jiang, Risheng Liu, Xin Fan:
HoLoCo: Holistic and local contrastive learning network for multi-exposure image fusion. Inf. Fusion 95: 237-249 (2023) - [j77]Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan:
An interactively reinforced paradigm for joint infrared-visible image fusion and saliency object detection. Inf. Fusion 98: 101828 (2023) - [j76]Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang:
A General Descent Aggregation Framework for Gradient-Based Bi-Level Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 38-57 (2023) - [j75]Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo:
Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5953-5969 (2023) - [j74]Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang:
Hierarchical Optimization-Derived Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14693-14708 (2023) - [j73]Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang:
Value-Function-Based Sequential Minimization for Bi-Level Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15930-15948 (2023) - [j72]Xinwei Xue, Zexuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan:
Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement. Pattern Recognit. 133: 109041 (2023) - [j71]Huixin Miao, Junqi Lin, Junjie Cao, Xiaoguang He, Zhixun Su, Risheng Liu:
SMPR: Single-stage multi-person pose regression. Pattern Recognit. 143: 109743 (2023) - [j70]Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu:
Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion. IEEE Signal Process. Lett. 30: 418-422 (2023) - [j69]Chenping Fu, Xin Fan, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Zhongxuan Luo:
Learning Heavily-Degraded Prior for Underwater Object Detection. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6887-6896 (2023) - [j68]Xin Fan, Zi Li, Ziyang Li, Xiaolin Wang, Risheng Liu, Zhongxuan Luo, Hao Huang:
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions. IEEE Trans. Image Process. 32: 4880-4892 (2023) - [j67]Risheng Liu, Zhu Liu, Pan Mu, Xin Fan, Zhongxuan Luo:
Optimization-Inspired Learning With Architecture Augmentations and Control Mechanisms for Low-Level Vision. IEEE Trans. Image Process. 32: 6075-6089 (2023) - [j66]Long Ma, Risheng Liu, Yiyang Wang, Xin Fan, Zhongxuan Luo:
Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model. IEEE Trans. Multim. 25: 3573-3586 (2023) - [j65]Jiaxin Gao, Xiaokun Liu, Risheng Liu, Xin Fan:
Learning adaptive hyper-guidance via proxy-based bilevel optimization for image enhancement. Vis. Comput. 39(4): 1471-1484 (2023) - [j64]Jinyuan Liu, Zhiying Jiang, Guanyao Wu, Risheng Liu, Xin Fan:
A unified image fusion framework with flexible bilevel paradigm integration. Vis. Comput. 39(10): 4869-4886 (2023) - [j63]Wanqi Yuan, Chenping Fu, Risheng Liu, Xin Fan:
SSoB: searching a scene-oriented architecture for underwater object detection. Vis. Comput. 39(11): 5199-5208 (2023) - [j62]Zhiying Jiang, Zengxi Zhang, Yiyao Yu, Risheng Liu:
Bilevel modeling investigated generative adversarial framework for image restoration. Vis. Comput. 39(11): 5563-5575 (2023) - [j61]Zhiying Jiang, Zengxi Zhang, Yiyao Yu, Risheng Liu:
Publisher Correction: Bilevel modeling investigated generative adversarial framework for image restoration. Vis. Comput. 39(12): 6767-6769 (2023) - [c119]Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan:
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. ICCV 2023: 8081-8090 - [c118]Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Nenggan Zheng, Risheng Liu:
Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark. ICIG (2) 2023: 136-148 - [c117]Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang:
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity. ICML 2023: 21839-21866 - [c116]Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu:
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. IJCAI 2023: 1240-1248 - [c115]Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu:
Multi-Spectral Image Stitching via Spatial Graph Reasoning. ACM Multimedia 2023: 472-480 - [c114]Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu:
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. ACM Multimedia 2023: 3706-3714 - [c113]Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu:
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. ACM Multimedia 2023: 7304-7313 - [c112]Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu:
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond. ACM Multimedia 2023: 7314-7323 - [c111]Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu:
Bilevel Generative Learning for Low-Light Vision. ACM Multimedia 2023: 7758-7766 - [c110]Xianghao Jiao, Yaohua Liu, Jiaxin Gao, Xinyuan Chu, Xin Fan, Risheng Liu:
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation. ACM Multimedia 2023: 8185-8194 - [c109]Hao Fu, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu:
Exploring a Distillation with Embedded Prompts for Object Detection in Adverse Environments. PRCV (10) 2023: 420-431 - [c108]Yanqi Ma, Ziyu Yue, Youwei Wang, Risheng Liu, Zhixun Su, Junjie Cao:
LAPRNet: Lightweight Airborne Particle Removal Network for LiDAR Point Clouds. PSIVT 2023: 287-301 - [c107]Yifei Huang, Chenhui Li, Risheng Liu, Tianyi Liang, Changbo Wang:
Enhancing Visual Understanding by Removing Dithering with Global and Self-Conditioned Transformation. VINCI 2023: 27:1-27:8 - [e5]Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu:
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14355, Springer 2023, ISBN 978-3-031-46304-4 [contents] - [e4]Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu:
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14356, Springer 2023, ISBN 978-3-031-46307-5 [contents] - [e3]Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu:
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part III. Lecture Notes in Computer Science 14357, Springer 2023, ISBN 978-3-031-46310-5 [contents] - [e2]Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu:
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part IV. Lecture Notes in Computer Science 14358, Springer 2023, ISBN 978-3-031-46313-6 [contents] - [e1]Huchuan Lu, Wanli Ouyang, Hui Huang, Jiwen Lu, Risheng Liu, Jing Dong, Min Xu:
Image and Graphics - 12th International Conference, ICIG 2023, Nanjing, China, September 22-24, 2023, Proceedings, Part V. Lecture Notes in Computer Science 14359, Springer 2023, ISBN 978-3-031-46316-7 [contents] - [i79]Risheng Liu, Yaohua Liu, Wei Yao, Shangzhi Zeng, Jin Zhang:
Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity. CoRR abs/2302.03407 (2023) - [i78]Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang:
Hierarchical Optimization-Derived Learning. CoRR abs/2302.05587 (2023) - [i77]Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu:
Modality-Invariant Representation for Infrared and Visible Image Registration. CoRR abs/2304.05646 (2023) - [i76]Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu:
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. CoRR abs/2305.06720 (2023) - [i75]Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan:
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection. CoRR abs/2305.09999 (2023) - [i74]Xiaofeng Liu, Jiaxin Gao, Ziyu Yue, Xin Fan, Risheng Liu:
NFI2: Learning Noise-Free Illuminance-Interpolator for Unsupervised Low-Light Image Enhancement. CoRR abs/2305.10223 (2023) - [i73]Xingyuan Li, Jinyuan Liu, Yixin Lei, Long Ma, Xin Fan, Risheng Liu:
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes. CoRR abs/2305.10974 (2023) - [i72]Zhu Liu, Jinyuan Liu, Guanyao Wu, Xin Fan, Risheng Liu:
Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion. CoRR abs/2305.12236 (2023) - [i71]Xianghao Jiao, Yaohua Liu, Jiaxin Gao, Xinyuan Chu, Risheng Liu, Xin Fan:
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation. CoRR abs/2305.15709 (2023) - [i70]Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo:
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion. CoRR abs/2305.15862 (2023) - [i69]Zhiying Jiang, Risheng Liu, Shuzhou Yang, Zengxi Zhang, Xin Fan:
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining. CoRR abs/2305.18092 (2023) - [i68]Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Risheng Liu, Nenggan Zheng:
Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark. CoRR abs/2305.18310 (2023) - [i67]Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Risheng Liu:
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement. CoRR abs/2306.01343 (2023) - [i66]Chenping Fu, Wanqi Yuan, Jiewen Xiao, Risheng Liu, Xin Fan:
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios. CoRR abs/2307.03536 (2023) - [i65]Risheng Liu, Jiaxin Gao, Xuan Liu, Xin Fan:
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications. CoRR abs/2307.15257 (2023) - [i64]Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu:
Multi-Spectral Image Stitching via Spatial Graph Reasoning. CoRR abs/2307.16741 (2023) - [i63]Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu:
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond. CoRR abs/2308.00931 (2023) - [i62]Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan:
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. CoRR abs/2308.02097 (2023) - [i61]Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu:
Bilevel Generative Learning for Low-Light Vision. CoRR abs/2308.03381 (2023) - [i60]Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu:
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation. CoRR abs/2308.03979 (2023) - [i59]Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan:
Improving Misaligned Multi-modality Image Fusion with One-stage Progressive Dense Registration. CoRR abs/2308.11165 (2023) - [i58]Chenping Fu, Xin Fan, Jiewen Xiao, Wanqi Yuan, Risheng Liu, Zhongxuan Luo:
Learning Heavily-Degraded Prior for Underwater Object Detection. CoRR abs/2308.12738 (2023) - [i57]Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu:
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction. CoRR abs/2309.00872 (2023) - [i56]Xinwei Xue, Jia He, Long Ma, Xiangyu Meng, Wenlin Li, Risheng Liu:
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning. CoRR abs/2309.00956 (2023) - [i55]Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu:
Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework. CoRR abs/2309.01099 (2023) - [i54]Zengxi Zhang, Zhiying Jiang, Zeru Shi, Jinyuan Liu, Risheng Liu:
Dual Adversarial Resilience for Collaborating Robust Underwater Image Enhancement and Perception. CoRR abs/2309.01102 (2023) - [i53]Xingyuan Li, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu:
AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training. CoRR abs/2309.01106 (2023) - [i52]Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu:
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion. CoRR abs/2309.01113 (2023) - [i51]Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu:
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. CoRR abs/2309.03548 (2023) - [i50]Jiaxin Gao, Ziyu Yue, Yaohua Liu, Sihan Xie, Xin Fan, Risheng Liu:
Diving into Darkness: A Dual-Modulated Framework for High-Fidelity Super-Resolution in Ultra-Dark Environments. CoRR abs/2309.05267 (2023) - [i49]Yaohua Liu, Jiaxin Gao, Zhu Liu, Xianghao Jiao, Xin Fan, Risheng Liu:
Learn from the Past: A Proxy based Adversarial Defense Framework to Boost Robustness. CoRR abs/2310.12713 (2023) - 2022
- [j60]Risheng Liu, Zi Li, Xin Fan, Chenying Zhao, Hao Huang, Zhongxuan Luo:
Learning Deformable Image Registration From Optimization: Perspective, Modules, Bilevel Training and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7688-7704 (2022) - [j59]Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin:
Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 10045-10067 (2022) - [j58]Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, Nenggan Zheng:
Hierarchical domain adaptation with local feature patterns. Pattern Recognit. 124: 108445 (2022) - [j57]Jinyuan Liu, Yuhui Wu, Guanyao Wu, Risheng Liu, Xin Fan:
Learn to Search a Lightweight Architecture for Target-Aware Infrared and Visible Image Fusion. IEEE Signal Process. Lett. 29: 1614-1618 (2022) - [j56]Jinyuan Liu, Xin Fan, Ji Jiang, Risheng Liu, Zhongxuan Luo:
Learning a Deep Multi-Scale Feature Ensemble and an Edge-Attention Guidance for Image Fusion. IEEE Trans. Circuits Syst. Video Technol. 32(1): 105-119 (2022) - [j55]Jinyuan Liu, Jingjie Shang, Risheng Liu, Xin Fan:
Attention-Guided Global-Local Adversarial Learning for Detail-Preserving Multi-Exposure Image Fusion. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5026-5040 (2022) - [j54]Zhiying Jiang, Zhuoxiao Li, Shuzhou Yang, Xin Fan, Risheng Liu:
Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6584-6598 (2022) - [j53]Pan Mu, Zhu Liu, Yaohua Liu, Risheng Liu, Xin Fan:
Triple-Level Model Inferred Collaborative Network Architecture for Video Deraining. IEEE Trans. Image Process. 31: 239-250 (2022) - [j52]Risheng Liu, Long Ma, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang:
Task-Oriented Convex Bilevel Optimization With Latent Feasibility. IEEE Trans. Image Process. 31: 1190-1203 (2022) - [j51]Risheng Liu, Zhiying Jiang, Shuzhou Yang, Xin Fan:
Twin Adversarial Contrastive Learning for Underwater Image Enhancement and Beyond. IEEE Trans. Image Process. 31: 4922-4936 (2022) - [j50]Risheng Liu, Long Ma, Yuxi Zhang, Xin Fan, Zhongxuan Luo:
Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3425-3436 (2022) - [j49]Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo:
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5666-5680 (2022) - [j48]Runjia Lin, Jinyuan Liu, Risheng Liu, Xin Fan:
Global structure-guided learning framework for underwater image enhancement. Vis. Comput. 38(12): 4419-4434 (2022) - [c106]Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, Dacheng Tao:
Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition. CVPR 2022: 2027-2036 - [c105]Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, Zhongxuan Luo:
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way. CVPR 2022: 4703-4712 - [c104]Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo:
Toward Fast, Flexible, and Robust Low-Light Image Enhancement. CVPR 2022: 5627-5636 - [c103]Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo:
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection. CVPR 2022: 5792-5801 - [c102]Zhanbo Huang, Jinyuan Liu, Xin Fan, Risheng Liu, Wei Zhong, Zhongxuan Luo:
ReCoNet: Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion. ECCV (18) 2022: 539-555 - [c101]Risheng Liu, Xuan Liu, Shangzhi Zeng, Jin Zhang, Yixuan Zhang:
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training. ICML 2022: 13825-13856 - [c100]Di Wang, Long Ma, Risheng Liu, Xin Fan:
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. ICRA 2022: 4592-4598 - [c99]Guijing Zhu, Long Ma, Xin Fan, Risheng Liu:
Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration. IJCAI 2022: 1757-1764 - [c98]