Jinyuan Liu

According to our database, Jinyuan Liu authored at least 106 papers between 2019 and 2026.

Collaborative distances:

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

2026

Versatile Luminosity Tuning: Relighting Illumination via Dual-Prompt Exposure Correction.

Jinyuan Liu, Gehui Li, Zhiying Jiang, Long Ma, Miao Zhang, Xin Fan, Risheng Liu

Int. J. Comput. Vis., May, 2026

DRFusion: Drift-Resilient Temporally Consistent Infrared-Visible Video Fusion.

Xingyuan Li, Haoyuan Xu, Shulin Li, Xiang Chen, Zhiying Jiang, Jinyuan Liu

CoRR, May, 2026

Uncertainty-aware Spatial-Frequency Registration and Fusion for Infrared and Visible Images.

Xingyuan Li, HaoYuan Xu, Xingyue Zhu, Jun Ma, Yang Zou, Zhiying Jiang, Jinyuan Liu

CoRR, May, 2026

CTFS : Collaborative Teacher Framework for Forward-Looking Sonar Image Semantic Segmentation with Extremely Limited Labels.

Ping Guo, Chengzhou Li, Guanchen Meng, Qi Jia, Jinyuan Liu, Zhu Liu, Yu Liu, Zhongxuan Luo, Xin Fan

CoRR, March, 2026

UniFusion: A Unified Image Fusion Framework with Robust Representation and Source-Aware Preservation.

Xingyuan Li, Songcheng Du, Yang Zou, HaoYuan Xu, Zhiying Jiang, Jinyuan Liu

CoRR, March, 2026

Toward Real-world Infrared Image Super-Resolution: A Unified Autoregressive Framework and Benchmark Dataset.

Yang Zou, Jun Ma, Zhidong Jiao, Xingyuan Li, Zhiying Jiang, Jinyuan Liu

CoRR, March, 2026

Bridging Human Evaluation to Infrared and Visible Image Fusion.

Jinyuan Liu, Xingyuan Li, Qingyun Mei, Haoyuan Xu, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan

CoRR, March, 2026

SeFENet: Robust Deep Homography Estimation via Semantic-Driven Feature Enhancement.

Zeru Shi, Zengxi Zhang, Kemeng Cui, Ruizhe An, Jinyuan Liu, Zhiying Jiang

IEEE Trans. Circuits Syst. Video Technol., February, 2026

Illumination Refinement via Textual Cues: A Prompt-Driven Approach for Low-Light NeRF Enhancement.

Xinrui Ju, Yang Zou, Xingyuan Li, Zirui Wang, Jun Ma, Zhiying Jiang, Jinyuan Liu

IEEE Trans. Circuits Syst. Video Technol., February, 2026

Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution.

Yang Zou, Zhixin Chen, Zhipeng Zhang, Xingyuan Li, Long Ma, Jinyuan Liu, Peng Wang, Yanning Zhang

Int. J. Comput. Vis., January, 2026

Multi-Scale Spatial Channel Joint Representation for General Multi-Modality Image Fusion With Self-Supervision.

Jiawei Li, Jiansheng Chen, Jinyuan Liu, Hongwei Yu, Xinlong Ding, Huimin Ma

IEEE Trans. Multim., 2026

Structured Prompt-Guided Segmentation of Enhanced CT Images for Predicting Lateral Cervical Lymph Node Metastasis in Papillary Thyroid Carcinoma.

Lei Xu, Bin Zhang, Xingyuan Li, Jinyuan Liu, Yanhui Peng

IEEE Signal Process. Lett., 2026

Degradation-aware feature collaboration for underwater image stitching.

Jiahao Zhang, Xiaoke Shang, Zengxi Zhang, Jinyuan Liu

Pattern Recognit., 2026

Cross-domain time-frequency Mamba: A more effective model for long-term time series forecasting.

Yuhang Duan, Lin Lin, Jinyuan Liu, Qing Zhang, Xin Fan

Knowl. Based Syst., 2026

Discovering a nimble network for misaligned multi-exposure image fusion.

Xiaoshan Liu, Guanyao Wu, Yichuan Peng, Weiqiang Kong, Jinyuan Liu

Neurocomputing, 2026

HATIR: Heat-Aware Diffusion for Turbulent Infrared Video Super-Resolution.

Yang Zou, Xingyue Zhu, Kaiqi Han, Jun Ma, Xingyuan Li, Zhiying Jiang, Jinyuan Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

A Hybrid Space Model for Misaligned Multi-modality Image Fusion.

Yi Xiao, Jia Wang, Zhu Liu, Di Wang, Jinyuan Liu, Risheng Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels.

Chengzhou Li, Ping Guo, Guanchen Meng, Qi Jia, Jinyuan Liu, Zhu Liu, Xiaokang Liu, Yu Liu, Zhongxuan Luo, Xin Fan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Domain Adaptation Guided Infrared and Visible Image Fusion.

Tianwei Guan, Haozhen Wei, Yuhan Zhou, Jun Ma, Zecheng Xu, Zhiying Jiang, Jinyuan Liu, Xingyuan Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Bilevel Fast Scene Adaptation for Low-Light Image Enhancement.

Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu

Int. J. Comput. Vis., November, 2025

LarTap: A Luminance-Aware Framework With Text-Correlation Priors for Multi-Exposure Image Fusion.

Enlong Wang, Jiawei Li, Tiantian Yan, Jia Lei, Shihua Zhou, Bin Wang, Jinyuan Liu, Nikola K. Kasabov

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

Learning With Self-Calibrator for Fast and Robust Low-Light Image Enhancement.

Long Ma, Tengyu Ma, Chengpei Xu, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu

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

Efficient Rectified Flow for Image Fusion.

Zirui Wang, Jiayi Zhang, Tianwei Guan, Yuhan Zhou, Xingyuan Li, Minjing Dong, Jinyuan Liu

CoRR, September, 2025

HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning.

Zengxi Zhang, Zhiying Jiang, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu

Int. J. Comput. Vis., June, 2025

Infrared and Visible Image Fusion: From Data Compatibility to Task Adaption.

Jinyuan Liu, Guanyao Wu, Zhu Liu, Di Wang, Zhiying Jiang, Long Ma, Wei Zhong, Xin Fan, Risheng Liu

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

PromptFusion: Harmonized Semantic Prompt Learning for Infrared and Visible Image Fusion.

Jinyuan Liu, Xingyuan Li, Zirui Wang, Zhiying Jiang, Wei Zhong, Wei Fan, Bin Xu

IEEE CAA J. Autom. Sinica, March, 2025

Robust One-Stop Multi-Modality Image Registration-Fusion-Segmentation Framework Against Misalignments and Adversarial Attacks.

Di Wang, Xianghao Jiao, Jinyuan Liu, Xin Fan

IEEE Trans. Multim., 2025

MLFuse: Multi-Scenario Feature Joint Learning for Multi-Modality Image Fusion.

Jia Lei, Jiawei Li, Jinyuan Liu, Bin Wang, Shihua Zhou, Qiang Zhang, Xiaopeng Wei, Nikola K. Kasabov

IEEE Trans. Multim., 2025

Harmonized Domain Enabled Alternate Search for Infrared and Visible Image Alignment.

Zhiying Jiang, Zengxi Zhang, Jinyuan Liu

IEEE Trans. Image Process., 2025

Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark.

Jinyuan Liu, Zihang Chen, Zhu Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Depth-Supervised Fusion Network for Seamless-Free Image Stitching.

Zhiying Jiang, Ruhao Yan, Zengxi Zhang, Bowei Zhang, Jinyuan Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Toward a Training-Free Plug-and-Play Refinement Framework for Infrared and Visible Image Registration and Fusion.

Yating Liu, Yang Zou, Xingyuan Li, Xingyue Zhu, Kaiqi Han, Zhiying Jiang, Long Ma, Jinyuan Liu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Physics-Guided Sonar Image Fine-grained Recognition under Scarce Annotations.

Chengzhou Li, Xiaokang Liu, Qi Jia, Jinyuan Liu, Zhiying Jiang, Longhan Feng, Yu Liu, Zhongxuan Luo, Xin Fan

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion.

Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond.

Guanyao Wu, Haoyu Liu, Hongming Fu, Yichuan Peng, Jinyuan Liu, Xin Fan, Risheng Liu

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

DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion.

Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan

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

DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution.

Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma, Zhiying Jiang, Long Ma, Jinyuan Liu

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

DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging.

Zhu Liu, Zijun Wang, Jinyuan Liu, Fanqi Meng, Long Ma, Risheng Liu

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

Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond.

Tengyu Ma, Long Ma, Ziye Li, Yuetong Wang, Jinyuan Liu, Chengpei Xu, Risheng Liu

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

CoA: Towards Real Image Dehazing via Compression-and-Adaptation.

Long Ma, Yuxin Feng, Yan Zhang, Jinyuan Liu, Weimin Wang, Guang-Yong Chen, Chengpei Xu, Zhuo Su

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

A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion.

Jiawei Li, Hongwei Yu, Jiansheng Chen, Xinlong Ding, Jinlong Wang, Jinyuan Liu, Bochao Zou, Huimin Ma

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

2024

GeSeNet: A General Semantic-Guided Network With Couple Mask Ensemble for Medical Image Fusion.

Jiawei Li, Jinyuan Liu, Shihua Zhou, Qiang Zhang, Nikola K. Kasabov

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

Improving Misaligned Multi-Modality Image Fusion With One-Stage Progressive Dense Registration.

Di Wang, Jinyuan Liu, Long Ma, Risheng Liu, Xin Fan

IEEE Trans. Circuits Syst. Video Technol., November, 2024

Multiscale Bilateral Attention Fusion Network for Pansharpening.

Zhongyuan Guo, Jiawei Li, Jia Lei, Jinyuan Liu, Shihua Zhou, Bin Wang, Nikola K. Kasabov

IEEE Trans. Artif. Intell., November, 2024

A Task-Guided, Implicitly-Searched and Meta-Initialized Deep Model for Image Fusion.

Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion.

Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan

Int. J. Comput. Vis., May, 2024

Coarse-to-fine multi-scale attention-guided network for multi-exposure image fusion.

Hao Zhao, Jingrun Zheng, Xiaoke Shang, Wei Zhong, Jinyuan Liu

Vis. Comput., March, 2024

Holistic Dynamic Frequency Transformer for image fusion and exposure correction.

Xiaoke Shang, Gehui Li, Zhiying Jiang, Shaomin Zhang, Nai Ding, Jinyuan Liu

Inf. Fusion, February, 2024

Multispectral Image Stitching via Global-Aware Quadrature Pyramid Regression.

Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu

IEEE Trans. Image Process., 2024

Multiscale Synergism Ensemble Progressive and Contrastive Investigation for Image Restoration.

Zhiying Jiang, Shuzhou Yang, Jinyuan Liu, Xin Fan, Risheng Liu

IEEE Trans. Instrum. Meas., 2024

Learning to Search a Lightweight Generalized Network for Medical Image Fusion.

Pan Mu, Guanyao Wu, Jinyuan Liu, Yuduo Zhang, Xin Fan, Risheng Liu

IEEE Trans. Circuits Syst. Video Technol., 2024

Searching a Compact Architecture for Robust Multi-Exposure Image Fusion.

Zhu Liu, Jinyuan Liu, Guanyao Wu, Zihang Chen, Xin Fan, Risheng Liu

IEEE Trans. Circuits Syst. Video Technol., 2024

Leveraging a self-adaptive mean teacher model for semi-supervised multi-exposure image fusion.

Qianjun Huang, Guanyao Wu, Zhiying Jiang, Wei Fan, Bin Xu, Jinyuan Liu

Inf. Fusion, 2024

SDFuse: Semantic-injected dual-flow learning for infrared and visible image fusion.

Enlong Wang, Jiawei Li, Jia Lei, Jinyuan Liu, Shihua Zhou, Bin Wang, Nikola K. Kasabov

Expert Syst. Appl., 2024

A2RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion.

Jiawei Li, Hongwei Yu, Jiansheng Chen, Xinlong Ding, Jinlong Wang, Jinyuan Liu, Bochao Zou, Huimin Ma

CoRR, 2024

SeFENet: Robust Deep Homography Estimation via Semantic-Driven Feature Enhancement.

Zeru Shi, Zengxi Zhang, Zhiying Jiang, Ruizhe An, Jinyuan Liu

CoRR, 2024

From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion.

Xingyuan Li, Yang Zou, Jinyuan Liu, Zhiying Jiang, Long Ma, Xin Fan, Risheng Liu

CoRR, 2024

Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications.

Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Joint edge detection learning for recurrent homography estimation.

Qi Jia, Zikun Zhao, Xiaomei Feng, Jinyuan Liu, Yu Liu, Xinwei Xue

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Adaptive Multi-Exposure Fusion for Enhanced Neural Radiance Fields.

Yang Zou, Xingyuan Li, Zhiying Jiang, Tiantian Yan, Jinyuan Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

AEAM3D: Adverse Environment-Adaptive Monocular 3D Object Detection via Feature Extraction Regularization.

Yixin Lei, Xingyuan Li, Zhiying Jiang, Xinrui Ju, Jinyuan Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Segmentation-Driven Infrared and Visible Image Fusion Via Transformer-Enhanced Architecture Searching.

Hongming Fu, Guanyao Wu, Zhu Liu, Tiantian Yan, Jinyuan Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Local Contrast Prior-Guided Cross Aggregation Model for Effective Infrared Small Target Detection.

Zihang Chen, Zhu Liu, Jinyuan Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution.

Xingyuan Li, Jinyuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin Fan, Risheng Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

Enhancing Neural Radiance Fields with Adaptive Multi-Exposure Fusion: A Bilevel Optimization Approach for Novel View Synthesis.

Yang Zou, Xingyuan Li, Zhiying Jiang, Jinyuan Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion.

Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Improving Cross-Modal Alignment with Synthetic Pairs for Text-Only Image Captioning.

Zhiyue Liu, Jinyuan Liu, Fanrong Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks.

Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation.

Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A unified image fusion framework with flexible bilevel paradigm integration.

Jinyuan Liu, Zhiying Jiang, Guanyao Wu, Risheng Liu, Xin Fan

Vis. Comput., October, 2023

HoLoCo: Holistic and local contrastive learning network for multi-exposure image fusion.

Jinyuan Liu, Guanyao Wu, Junsheng Luan, Zhiying Jiang, Risheng Liu, Xin Fan

Inf. Fusion, July, 2023

Learning a Coordinated Network for Detail-Refinement Multiexposure Image Fusion.

Jiawei Li, Jinyuan Liu, Shihua Zhou, Qiang Zhang, Nikola K. Kasabov

IEEE Trans. Circuits Syst. Video Technol., February, 2023

GALFusion: Multi-Exposure Image Fusion via a Global-Local Aggregation Learning Network.

Jia Lei, Jiawei Li, Jinyuan Liu, Shihua Zhou, Qiang Zhang, Nikola K. Kasabov

IEEE Trans. Instrum. Meas., 2023

Breaking Free From Fusion Rule: A Fully Semantic-Driven Infrared and Visible Image Fusion.

Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu

IEEE Signal Process. Lett., 2023

An interactively reinforced paradigm for joint infrared-visible image fusion and saliency object detection.

Di Wang, Jinyuan Liu, Risheng Liu, Xin Fan

Inf. Fusion, 2023

AdvMono3D: Advanced Monocular 3D Object Detection with Depth-Aware Robust Adversarial Training.

Xingyuan Li, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu

CoRR, 2023

Dual Adversarial Resilience for Collaborating Robust Underwater Image Enhancement and Perception.

Zengxi Zhang, Zhiying Jiang, Zeru Shi, Jinyuan Liu, Risheng Liu

CoRR, 2023

Enhancing Infrared Small Target Detection Robustness with Bi-Level Adversarial Framework.

Zhu Liu, Zihang Chen, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu

CoRR, 2023

Bilevel Fast Scene Adaptation for Low-Light Image Enhancement.

Long Ma, Dian Jin, Nan An, Jinyuan Liu, Xin Fan, Risheng Liu

CoRR, 2023

Embracing Compact and Robust Architectures for Multi-Exposure Image Fusion.

Zhu Liu, Jinyuan Liu, Guanyao Wu, Xin Fan, Risheng Liu

CoRR, 2023

MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes.

Xingyuan Li, Jinyuan Liu, Yixin Lei, Long Ma, Xin Fan, Risheng Liu

CoRR, 2023

Modality-Invariant Representation for Infrared and Visible Image Registration.

Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu

CoRR, 2023

Exploring a Distillation with Embedded Prompts for Object Detection in Adverse Environments.

Hao Fu, Long Ma, Jinyuan Liu, Xin Fan, Risheng Liu

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond.

Zengxi Zhang, Zhiying Jiang, Jinyuan Liu, Xin Fan, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Little Strokes Fell Great Oaks: Boosting the Hierarchical Features for Multi-exposure Image Fusion.

Pan Mu, Zhiying Du, Jinyuan Liu, Cong Bai

Proceedings of the 31st ACM International Conference on Multimedia, 2023

PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic Segmentation.

Zhu Liu, Jinyuan Liu, Benzhuang Zhang, Long Ma, Xin Fan, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Bilevel Generative Learning for Low-Light Vision.

Yingchi Liu, Zhu Liu, Long Ma, Jinyuan Liu, Xin Fan, Zhongxuan Luo, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction.

Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Learning a Graph Neural Network with Cross Modality Interaction for Image Fusion.

Jiawei Li, Jiansheng Chen, Jinyuan Liu, Huimin Ma

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multi-Spectral Image Stitching via Spatial Graph Reasoning.

Zhiying Jiang, Zengxi Zhang, Jinyuan Liu, Xin Fan, Risheng Liu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond.

Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation.

Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan

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

2022

Global structure-guided learning framework for underwater image enhancement.

Runjia Lin, Jinyuan Liu, Risheng Liu, Xin Fan

Vis. Comput., 2022

Attention-Guided Global-Local Adversarial Learning for Detail-Preserving Multi-Exposure Image Fusion.

Jinyuan Liu, Jingjie Shang, Risheng Liu, Xin Fan

IEEE Trans. Circuits Syst. Video Technol., 2022

Learning a Deep Multi-Scale Feature Ensemble and an Edge-Attention Guidance for Image Fusion.

Jinyuan Liu, Xin Fan, Ji Jiang, Risheng Liu, Zhongxuan Luo

IEEE Trans. Circuits Syst. Video Technol., 2022

Learn to Search a Lightweight Architecture for Target-Aware Infrared and Visible Image Fusion.

Jinyuan Liu, Yuhui Wu, Guanyao Wu, Risheng Liu, Xin Fan

IEEE Signal Process. Lett., 2022

Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration.

Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

ReCoNet: Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion.

Zhanbo Huang, Jinyuan Liu, Xin Fan, Risheng Liu, Wei Zhong, Zhongxuan Luo

Proceedings of the Computer Vision - ECCV 2022, 2022

Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection.

Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Bilevel Integrated Model With Data-Driven Layer Ensemble for Multi-Modality Image Fusion.

Risheng Liu, Jinyuan Liu, Zhiying Jiang, Xin Fan, Zhongxuan Luo

IEEE Trans. Image Process., 2021

Learning Hadamard-Product-Propagation for Image Dehazing and Beyond.

Risheng Liu, Shiqi Li, Jinyuan Liu, Long Ma, Xin Fan, Zhongxuan Luo

IEEE Trans. Circuits Syst. Video Technol., 2021

SMoA: Searching a Modality-Oriented Architecture for Infrared and Visible Image Fusion.

Jinyuan Liu, Yuhui Wu, Zhanbo Huang, Risheng Liu, Xin Fan

IEEE Signal Process. Lett., 2021

Searching a Hierarchically Aggregated Fusion Architecture for Fast Multi-Modality Image Fusion.

Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Halder: Hierarchical Attention-Guided Learning with Detail-Refinement for Multi-Exposure Image Fusion.

Jinyuan Liu, Jingjie Shang, Risheng Liu, Xin Fan

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Multiple Task-Oriented Encoders for Unified Image Fusion.

Zhuoxiao Li, Jinyuan Liu, Risheng Liu, Xin Fan, Zhongxuan Luo, Wen Gao

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2019

Compounded Layer-Prior Unrolling: A Unified Transmission-Based Image Enhancement Framework.

Risheng Liu, Minjun Hou, Jinyuan Liu, Xin Fan, Zhongxuan Luo

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019