马龙｜重庆三峡学院｜学者主页

2026

基于ViT与联合优化策略的医学图像分割

马龙，白昆，冯星泰，檀帅兵，王璐瑶，薛尧，卢弈斐，王晓田

《液晶与显示》

2026

面向多材质光照场景的梯度自适应高斯泼溅算法

闫光辉，覃楷超，马龙，吴佰靖，曲国华

《激光与光电子学进展》

2026

Imaging Through Scattering Media With Speckle-Correlation-Based Learning

Xiaobin Wei, Xuan Su, Qiuju Wu, Long Ma, Chunxiao Cai

IEEE Sensors Journal

DOI

2026

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

Jin-Yuan Liu, Gehui Li, Zhiying Jiang, Long Ma, Miao Zhang, Xin-Yue Fan, Risheng Liu

International Journal of Computer Vision

DOI

2026

SNRD-Net: SNR-aware dual enhancement network for low-light images

M. Z. Abideen, Nan An, Long Ma, Risheng Liu

Computer Vision and Image Understanding

DOI

2025

Polarization-based dehazing algorithm under dense hazy conditions

Qiuju Wu, Xiaobin Wei, Xuan Su, Long Ma, Chunxiao Cai

Journal of Applied Physics

DOI

2025

Generation of Higher-Order Hermite–Gaussian Modes Based on Physical Model and Deep Learning

Tai Chen, Chengcai Jiang, Jia Tao, Long Ma, Longzhou Cao

Photonics

DOI

2025

Generation of the higher-order Hermite–Gaussian intensity distribution based on convolutional neural networks

Chengcai Jiang, Tai Chen, Wen Luh Yang, Long Ma, Tong Wang, Chunxiao Cai

Applied Physics B

DOI

2025

Missed Detection of Entanglement in Two-Mode Squeezed States Based on the Inseparability Criterion

Chunxiao Cai, Wenting Diao, Fupan Feng, Wenhai Yang, Xinyu Su, Weigang Zhao, Jinman Ge, Long Ma, Nan Huo, Yanhong Liu, Chongdi Duan

Applied Sciences

DOI

2025

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

Teng-Yu Ma, Long Ma, Ziye Li, Yuetong Wang, Jin-Yuan Liu, Chengpei Xu, Risheng Liu

Computer Vision and Pattern Recognition

DOI

2025

Striving for Faster and Better: A One-Layer Architecture With Auto Re-Parameterization for Low-Light Image Enhancement

Nan An, Long Ma, Guangchao Han, Xin-Yue Fan, Risheng Liu

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

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

Long Ma, Teng-Yu Ma, Chengpei Xu, Jin-Yuan Liu, Xin-Yue Fan, Zhong-Xuan Luo, Risheng Liu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

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

Jin-Yuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhi-Ying Jiang, Long Ma, Risheng Liu, Xin-Yue Fan

International Joint Conference on Artificial Intelligence

DOI

2024

基于金字塔边缘增强的自矫正低光照目标检测

蒋占军，吴佰靖，马龙，廉敬

《光学精密工程》

2024

色调分区加权约束的色调平面保持相机特性化

尹永恒，马龙，李鹏

《光学学报》

2024

Generation of the flat-top beam using convolutional neural networks and Gerchberg-Saxton algorithm

Long Ma, Wěi Zhāng, Xiangguang Dai

Physica Scripta

DOI

2024

Analysis of Factors Influencing the Generation of a Higher-Order Hermite–Gaussian Mode Based on Cascaded Spatial Light Modulators

Long Ma, Manjun Yan

Electronics

DOI

2024

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

Jin-Yuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin-Yue Fan

International Joint Conference on Artificial Intelligence

DOI

2024

Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution

Xing-Yuan Li, Jin-Yuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin-Yue Fan, Risheng Liu

European Conference on Computer Vision

DOI

2024

Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement

Xin-Wei Xue, Tianjiao Ma, Yidong Han, Long Ma, Risheng Liu

IEEE Signal Processing Letters

DOI

2023

基于位置感知的热红外目标跟踪方法

杨静，马龙

《激光与光电子学进展》

2023

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

Xiao-Han Cui, Long Ma, Teng-Yu Ma, Jin-Yuan Liu, Xin-Yue Fan, Risheng Liu

AAAI Conference on Artificial Intelligence

DOI

2023

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

Zhu Liu, Jin-Yuan Liu, Guanyao Wu, Long Ma, Xin-Yue Fan, Risheng Liu

International Joint Conference on Artificial Intelligence

DOI

2023

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

Zhu Liu, Jin-Yuan Liu, Ben-xi Zhang, Long Ma, Xin-Yue Fan, Risheng Liu

ACM Multimedia

DOI

2023

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

Di Wang, Jin-Yuan Liu, Long Ma, Risheng Liu, Xin-Yue Fan

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

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

Guanyao Wu, Hongming Fu, Jin-Yuan Liu, Long Ma, Xin-Yue Fan, Risheng Liu

AAAI Conference on Artificial Intelligence

DOI

2023

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

Hao Fu, Long Ma, Jin-Yuan Liu, Xin-Yue Fan, Risheng Liu

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2023

ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning

Xin-Wei Xue, Jia He, Long Ma, Xiangyu Meng, Wen-Lin Li, Risheng Liu

Pattern Recognition

DOI

2023

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

Jin-Yuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhong-Xuan Luo, Xin-Yue Fan

IEEE International Conference on Computer Vision

DOI

2023

Bilevel Generative Learning for Low-Light Vision

Yingchi Liu, Zhu Liu, Long Ma, Jin-Yuan Liu, Xin-Yue Fan, Zhong-Xuan Luo, Risheng Liu

ACM Multimedia

DOI

2023

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

Xingyuan Li, Jin-Yuan Liu, Yixin Lei, Long Ma, Xin-Yue Fan, Risheng Liu

arXiv.org

DOI

2023

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

Xing-Yuan Li, Jin-Yuan Liu, Long Ma, Xin-Yue Fan, Risheng Liu

arXiv.org

DOI

2023

Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model

Long Ma, Risheng Liu, Yiyang Wang, Xin Fan, Zhong-Xuan Luo

IEEE transactions on multimedia

DOI

2023

Bilevel Fast Scene Adaptation for Low-Light Image Enhancement

Long Ma, Dian Jin, Nan An, Jin-Yuan Liu, Xin-Yue Fan, Zhong-Xuan Luo, Risheng Liu

International Journal of Computer Vision

DOI

2023

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

Xing-Yuan Li, Yang Zou, Jin-Yuan Liu, Zhiying Jiang, Long Ma, Xin-Yue Fan, Risheng Liu

arXiv.org

DOI

2023

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

Gehui Li, Jin-Yuan Liu, Long Ma, Zhiying Jiang, Xin-Yue Fan, Risheng Liu

ACM Multimedia

DOI

2023

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

Zhu Liu, Zihang Chen, Jin-Yuan Liu, Long Ma, Xin-Yue Fan, Risheng Liu

arXiv.org

DOI

2022

连续变量高阶模压缩态光场的实验研究进展

马龙，燕曼君，郭常员，范宏进

《激光与光电子学进展》

2022

低光照图像增强算法综述

马龙，马腾宇，刘日升

《中国图象图形学报》

2022

Influence of the optical output coupler on the long-term stable continuous variable entanglement generation

Manjun Yan, Long Ma

Journal of the Korean Physical Society

DOI

2022

Generation of Higher-Order Hermite–Gaussian Modes via Cascaded Phase-Only Spatial Light Modulators

Manjun Yan, Long Ma

Mathematics

DOI

2022

The review of low-light image enhancement

Long Ma, Teng-Yu Ma, Risheng Liu

Journal of Image and Graphics

DOI

2022

Best of Both Worlds: See and Understand Clearly in the Dark

Xin-Wei Xue, Jia He, Long Ma, Yi Wang, Xin Fan, Risheng Liu

ACM Multimedia

DOI

2022

Video Deraining via Temporal Discrepancy Learning

Yi Fan, Long Ma, Risheng Liu

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2022

Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement

Di Wang, Long Ma, Risheng Liu, Xin Fan

IEEE International Conference on Robotics and Automation

DOI

2022

Practical exposure correction via compensation

Long Ma, Nan An, Jin-Yuan Liu, Xin Fan, Zhong-Xuan Luo, De-Yu Meng, Risheng Liu

Science China Information Sciences

DOI

2022

Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration

Guijing Zhu, Long Ma, Xin Fan, Risheng Liu

International Joint Conference on Artificial Intelligence

DOI

2022

Learning to Fuse Heterogeneous Features for Low-Light Image Enhancement

Zhenyu Tang, Long Ma, Xiaoke Shang, Xin Fan

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2022

Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement

Xin-Wei Xue, Ze-Xuan Li, Long Ma, Qi Jia, Risheng Liu, Xin Fan

Pattern Recognition

DOI

2022

PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light

Teng-Yu Ma, Long Ma, Xin Fan, Zhong-Xuan Luo, Risheng Liu

ACM Multimedia

DOI

2021

Generation of higher-order orbital angular momentum squeezed light

Long Ma, Manjun Yan

Optik

DOI

2021

Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision

Risheng Liu, Long Ma, Teng-Yu Ma, Xin Fan, Zhong-Xuan Luo

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining

Xin-Wei Xue, Ying Ding, Long Ma, Yi Wang, Risheng Liu, Xin Fan

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2021

Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining

Zhu Liu, Long Ma, Risheng Liu, Xin Fan, Zhong-Xuan Luo, Yu-Duo Zhang

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2021

Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement

Xin-Wei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin-Yue Fan

Asian Conference on Machine Learning

2021

Learning to Discover a Unified Architecture for Low-Level Vision

Zhu Liu, Long Ma, Risheng Liu, Xin Fan

IEEE Signal Processing Letters

DOI

2021

Video Deraining Via Temporal Aggregation-and-Guidance

Long Ma, Risheng Liu, Xuefeng Zhang, Wei Zhong, Xin Fan

IEEE International Conference on Multimedia and Expo

DOI

2021

Attention Guided Retinex Architecture Search for Robust Low-light Image Enhancement

Xiaoke Shang, Jing-Jie Shang, Long Ma, Shao-Min Zhang, Nai Ding

CAAI International Conference on Artificial Intelligence

DOI

2021

Spatial-Temporal Integration Network with Self-Guidance for Robust Video Deraining

Xiaokun Liu, Risheng Liu, Long Ma, Xin Fan, Zhong-Xuan Luo

IEEE International Conference on Multimedia and Expo

DOI

2021

Learning Multi-scale Underexposure Image Correction

W. Zhong, Xiaodong Zhang, Long Ma, Risheng Liu, Xin Fan, Zhong-Xuan Luo

CAAI International Conference on Artificial Intelligence

DOI

2021

NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring

Xiaokun Liu, Long Ma, Risheng Liu, Wei Zhong, Xin Fan, Zhong-Xuan Luo

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2021

Bridging the Gap between Low-Light Scenes: Bilevel Learning for Fast Adaptation

Dian Jin, Long Ma, Risheng Liu, Xin Fan

ACM Multimedia

DOI

2021

Deep Multi-Illumination Fusion for Low-Light Image Enhancement

Wei Zhong, Jie Lin, Long Ma, Risheng Liu, Xin Fan

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2021

Collaborative Reflectance-And-Illumination Learning For High-Efficient Low-Light Image Enhancement

Guijing Zhu, Long Ma, Risheng Liu, Xin Fan, Zhong-Xuan Luo

IEEE International Conference on Multimedia and Expo

DOI

2021

Semantic-Driven Context Aggregation Network for Underwater Image Enhancement

Dongxiang Shi, Long Ma, Risheng Liu, Xin Fan, Zhong-Xuan Luo

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2021

GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining

Xin-Wei Xue, Xiangyu Meng, Long Ma, Risheng Liu, Xin Fan

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2020

基于机器视觉的前方车辆检测和测距研究

马龙

《上海工程技术大学》

2020

用于产生高阶模压缩光的空间光调制器的相位校正

马龙，刘奎，郭辉，孙恒信，郜江瑞

《量子光学学报》

2020

航空发动机叶片HSI模型三维快速测量方法

马龙，钱瑞婕，刘宇哲，徐泓悦，裴昕，孙凤鸣

《激光与光电子学进展》

2020

基于语义分割的双目场景流估计

陈震，马龙，张聪炫，黎明，吴俊劼，江少锋

《电子学报》

2020

Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement

Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhong-Xuan Luo

Computer Vision and Pattern Recognition

DOI

2020

Joint Over and Under Exposures Correction by Aggregated Retinex Propagation for Image Enhancement

Long Ma, Dian Jin, Risheng Liu, Xin Fan, Zhong-Xuan Luo

IEEE Signal Processing Letters

DOI

2019

基于有效信号提取的白光干涉信号快速处理方法

马龙，贾竣，裴昕，胡艳敏，周航，孙凤鸣

《红外与激光工程》

2019

Task-Oriented Convex Bilevel Optimization With Latent Feasibility

Risheng Liu, Long Ma, Xiao-Ming Yuan, Shang-Zhi Zeng, Jin Zhang

IEEE Transactions on Image Processing

DOI

2018

基于强相似点检测快速双目立体匹配算法

马龙，孙铭泽，黄超，裴昕，周航，张鸿燕

《计算机工程与应用》

2018

自然场景图像去雨的可学习混合MAP网络

马龙，刘日升，姜智颖，王怡洋，樊鑫，李豪杰

《中国图象图形学报》

2018

基于投影条纹级次识别的发动机叶片三维测量方法

马龙，徐泓悦，胡艳敏，王建春，黄超，裴昕

《激光与光电子学进展》

2018

Learning Converged Propagations With Deep Prior Ensemble for Image Enhancement

Risheng Liu, Long Ma, Yiyang Wang, Lei Zhang

IEEE Transactions on Image Processing

DOI

2017

白光干涉轮廓仪空间扫描范围自适应规划方法

马龙，吕毅，裴昕，焦智超，张鸿燕，胡艳敏

《激光与光电子学进展》

2014

基于白光扫描干涉术的非球面光学元件大范围评价方法

马龙，张鸿燕，牛一凡，郭彤

《激光与光电子学进展》

2007

一种基于区域显著性的红外图像目标分割方法

马龙，李吉成，鲁新平，张蓓

《红外与激光工程》

2006

虹膜识别技术的研究

祝连庆，穆婕，马龙

《仪器仪表学报》

DOI

Streaming Diffusion Model for Fast Infrared and Visible Video Fusion

Jin-Yuan Liu, Lu-Dan Sun, Teng-Yu Ma, Chun-yan Yang, Zhiying Jiang, Long Ma, Risheng Liu, Xin-Yue Fan

精选作品

期刊论文

基于ViT与联合优化策略的医学图像分割

面向多材质光照场景的梯度自适应高斯泼溅算法

Imaging Through Scattering Media With Speckle-Correlation-Based Learning

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

SNRD-Net: SNR-aware dual enhancement network for low-light images

Polarization-based dehazing algorithm under dense hazy conditions

Generation of Higher-Order Hermite–Gaussian Modes Based on Physical Model and Deep Learning

Generation of the higher-order Hermite–Gaussian intensity distribution based on convolutional neural networks

Missed Detection of Entanglement in Two-Mode Squeezed States Based on the Inseparability Criterion

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

Striving for Faster and Better: A One-Layer Architecture With Auto Re-Parameterization for Low-Light Image Enhancement

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

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

基于金字塔边缘增强的自矫正低光照目标检测

色调分区加权约束的色调平面保持相机特性化

Generation of the flat-top beam using convolutional neural networks and Gerchberg-Saxton algorithm

Analysis of Factors Influencing the Generation of a Higher-Order Hermite–Gaussian Mode Based on Cascaded Spatial Light Modulators

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

Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution

Learning Deep Scene Curve for Fast and Robust Underwater Image Enhancement

基于位置感知的热红外目标跟踪方法

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

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

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

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

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

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

ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning

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

Bilevel Generative Learning for Low-Light Vision

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

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

Low-Light Image Enhancement via Self-Reinforced Retinex Projection Model

Bilevel Fast Scene Adaptation for Low-Light Image Enhancement

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

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

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

连续变量高阶模压缩态光场的实验研究进展

低光照图像增强算法综述

Influence of the optical output coupler on the long-term stable continuous variable entanglement generation

Generation of Higher-Order Hermite–Gaussian Modes via Cascaded Phase-Only Spatial Light Modulators

The review of low-light image enhancement

Best of Both Worlds: See and Understand Clearly in the Dark

Video Deraining via Temporal Discrepancy Learning

Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement

Practical exposure correction via compensation

Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration

Learning to Fuse Heterogeneous Features for Low-Light Image Enhancement

Investigating intrinsic degradation factors by multi-branch aggregation for real-world underwater image enhancement

PIA: Parallel Architecture with Illumination Allocator for Joint Enhancement and Detection in Low-Light

Generation of higher-order orbital angular momentum squeezed light

Learning With Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision

Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining

Latency-Constrained Spatial-Temporal Aggregated Architecture Search for Video Deraining

Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement

Learning to Discover a Unified Architecture for Low-Level Vision

Video Deraining Via Temporal Aggregation-and-Guidance

Attention Guided Retinex Architecture Search for Robust Low-light Image Enhancement

Spatial-Temporal Integration Network with Self-Guidance for Robust Video Deraining

Learning Multi-scale Underexposure Image Correction

NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring

Bridging the Gap between Low-Light Scenes: Bilevel Learning for Fast Adaptation

Deep Multi-Illumination Fusion for Low-Light Image Enhancement

Collaborative Reflectance-And-Illumination Learning For High-Efficient Low-Light Image Enhancement

Semantic-Driven Context Aggregation Network for Underwater Image Enhancement

GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining

基于机器视觉的前方车辆检测和测距研究

用于产生高阶模压缩光的空间光调制器的相位校正

航空发动机叶片HSI模型三维快速测量方法

基于语义分割的双目场景流估计

Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement

Joint Over and Under Exposures Correction by Aggregated Retinex Propagation for Image Enhancement

基于有效信号提取的白光干涉信号快速处理方法

Task-Oriented Convex Bilevel Optimization With Latent Feasibility

基于强相似点检测快速双目立体匹配算法

自然场景图像去雨的可学习混合MAP网络

基于投影条纹级次识别的发动机叶片三维测量方法

Learning Converged Propagations With Deep Prior Ensemble for Image Enhancement