百晓学者学者目录

李华

副教授、博士生导师，海南大学

精选作品

期刊论文

2026

DiffLLFace: Learning Alternate Illumination-Diffusion Adaptation for Low-Light Face Super-Resolution and Beyond

Run-Min Cong, Kai-Sheng Pang, Feng Li, Hua Li, Hui-Hui Bai, Sam Kwong, Wei Zhang

IEEE Transactions on Image Processing

DOI

2026

TriFIRNet: A Tri-Stage Frequency-Domain Interactive Restoration Network for Adaptive Low-Light Image Enhancement

Ya-Xi Zhang, J. Pang, Hua Li, Fei Zhou, Wen-Hui Wu

International Conference on Information Photonics

DOI

2026

USARNET: Underwater Salient Instance Segmentation via Scattering-Aware Asymmetric Re-parameterization

Hua Li, Yong-Jie Weng, Zhi-Yuan Li, Run-Min Cong, Chong-Yi Li, Wei-Dong Zhang

2026 International Symposium on Machine Learning and Media Computing (MLMC)

DOI

2026

WaterFlow: Explicit Physics-Prior Rectified Flow for Underwater Saliency Mask Generation

Renwei Li, Shijie Lian, Hua Li, Yutong Li, Wenhui Wu, Sam Kwong

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

ViT-UWA: Vision Transformer Underwater-Adapter for Dense Predictions Beneath the Water Surface

Yuheng Jia, Qirui Lin, Hua Li, Yutong Li, Sam Kwong, Runmin Cong

IEEE Transactions on Image Processing

DOI

2026

《中国图象图形学报》 人工智能驱动的海洋立体观测专刊简介

李波，丛润民，宋巍，付先平，董军宇，杨嘉琛，陆慧敏，李华，庄培显，郭春乐，韩向娣

《中国图象图形学报》

2026

面向海洋智能的水下视觉数据集综述

李华，李志远，刘家伟，丛润民

《中国图象图形学报》

2025

Expose Camouflage in the Water: Underwater Camouflaged Instance Segmentation and Dataset

Chu-Hong Wang, Hua Li, Chong-Yi Li, Huazhong Liu, Xiong-Xin Tang, Sam Kwong

IEEE Transactions on Image Processing

DOI

2025

TMANet: Triple Multi-Scale Attention based Network with Boundary Association Loss for Superpixel Segmentation

Ziyi Zhang, Shijie Lian, Hua Li

IEEE International Conference on Acoustics, Speech, and Signal Processing

DOI

2025

TUGS: Physics-based Compact Representation of Underwater Scenes by Tensorized Gaussian

Shijie Lian, Ziyi Zhang, Hua Li, Laurence T. Yang, Mengyu Ren, Debin Liu, Wen-Hui Wu

arXiv.org

DOI

2025

FSCDiff: Frequency-Spatial Entangled Conditional Diffusion model for Underwater Salient Object Detection

Hua Li, Gaowei Lin, Zhiyuan Li, Sam Kwong, Runmin Cong

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Large Model Guided Semantic Segment Anything for Underwater Consumer Electronics

Qirui Lin, Hua Li, Yuheng Jia

IEEE Transactions on Consumer Electronics

DOI

2024

Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset

Shijie Lian, Ziyi Zhang, Hua Li, Wenjie Li, Laurence T. Yang, Sam Kwong, Run-Min Cong

International Conference on Machine Learning

DOI

2024

Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment

Shijie Lian, Hua Li

arXiv.org

DOI

2024

HCMANet: Hierarchical Cross-Modality Attention Network for Underwater Salient Object Detection

Yu Wang, Wenjie Li, Haowei Wen, Zhiyang Yu, Yi Xue, Hua Li

IEEE Smart World Congress (SWC)

DOI

2024

USNet: underwater image superpixel segmentation via multi-scale water-net

Chuhong Wang, Wenli Duan, Chengche Luan, Junyan Liang, Lengyu Shen, Hua Li

Frontiers in Marine Science

DOI

2023

WaterMask: Instance Segmentation for Underwater Imagery

Shijie Lian, Hua Li, Runmin Cong, Suqi Li, Wei Zhang, Sam Kwong

IEEE International Conference on Computer Vision

DOI

2023

Stereo Superpixel Segmentation via Decoupled Dynamic Spatial-Embedding Fusion Network

Hua Li, Junyan Liang, Ruiqi Wu, Runmin Cong, Wenhui Wu, Sam Kwong

IEEE Transactions on Multimedia

DOI

2023

Multi-View Super Resolution for Underwater Images Utilizing Atmospheric Light Scattering Model

Jin Hao, Wenli Duan, Guangfei Li, Shiyan Chen, Wenhui Wu, Hua Li

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2023

FSNet: Frequency Domain Guided Superpixel Segmentation Network for Complex Scenes

Hua Li, Junyan Liang, Wenjie Li, Wenhui Wu

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration

Shuaibo Gao, Wenhui Wu, Hua Li, Linwei Zhu, Xu Wang

IEEE Signal Processing Letters

DOI

2021

Stereo Superpixel Segmentation Via Dual-Attention Fusion Networks

Ruiqi Wu, Yajuan Du, Hua Li, Yucong Dai

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2021

Stereo superpixel: An iterative framework based on parallax consistency and collaborative optimization

Hua Li, Runmin Cong, Sam Kwong, Chuanbo Chen, Qianqian Xu, Chongyi Li

Information Sciences

DOI

预印本

2026

Learning to Perturb Hidden Representations for Generalizable Deep Learning

Hua Li

arXiv preprint

2026

Gradient Perturbation: Learning to Perturb Gradients for Adaptive Training

Hua Li

arXiv preprint

2026

PerformRecast: Expression and Head Pose Disentanglement for Portrait Video Editing

Jiadong Liang, Bojun Xiong, Jie Tian, Hua Li, Xiao Long, Yong Zheng, Huan Fu

arXiv preprint

2026

Unveiling neuronal microstructure in the human brain in vivo with time-dependent radial diffusivity in MRI

Ante Zhu, Jerome J. Maller, H. Douglas Morris, Jeffrey P. Guenette, Flavio Dell' Acqua, Chu-Yu Lee, Jeffrey McGovern, Stephan E. Maier, Raymond Y. Huang, Andrew L. Alexander, Maureen N. Hood, Desmond Teck Beng Yeo, Steven CR Williams, Carl-Fredrik Westin, Vincent B. Ho, Vincent A. Magnotta, Hua Li

arXiv preprint

2026

Rethinking Conditional Generation for Underwater Salient Object Detection

Hua Li, Yongjie Weng, Yutong Li, Zhiyuan Li, Runmin Cong, Sam Kwong

arXiv preprint

2025

Advancing Marine Research: UWSAM Framework and UIIS10K Dataset for Precise Underwater Instance Segmentation

Hua Li, Shijie Lian, Zhiyuan Li, Runmin Cong, Chongyi Li, Laurence T. Yang, Weidong Zhang, Sam Kwong

arXiv preprint

2025

Observer-Usable Information as a Task-specific Image Quality Metric

Changjie Lu, Sourya Sengupta, Hua Li, Mark A. Anastasio

arXiv preprint

2025

Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image

Zexin Ji, Beiji Zou, Xiaoyan Kui, Hua Li, Pierre Vera, Su Ruan

arXiv preprint

2024

The HS-CMU Dataset for Diagnosing Benign and Malignant Diseases through Hysteroscopy

Ruxue Han, Yuantao Xie, Kangze You, Lijun Cao, Hua Li

arXiv preprint

2022

A novel adversarial learning strategy for medical image classification

Zong Fan, Xiaohui Zhang, Jacob A. Gasienica, Jennifer Potts, Su Ruan, Wade Thorstad, Hiram Gay, Pengfei Song, Xiaowei Wang, Hua Li

arXiv preprint

2022

Joint localization and classification of breast tumors on ultrasound images using a novel auxiliary attention-based framework

Zong Fan, Ping Gong, Shanshan Tang, Christine U. Lee, Xiaohui Zhang, Pengfei Song, Shigao Chen, Hua Li

arXiv preprint

2020

Superpixel Segmentation Based on Spatially Constrained Subspace Clustering

Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Kwong, Chuanbo Chen

arXiv preprint

2019

Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression

Shenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Hua Li, Mark Anastasio

arXiv preprint

DOI

2019

Magnetic resonance imaging of mean cell size in human breast tumors

Junzhong Xu, Xiaoyu Jiang, Hua Li, Lori R. Arlinghaus, Eliot T. McKinley, Sean P. Devan, Benjamin M. Hardy, Jingping Xie, Hakmook Kang, Anuradha B. Chakravarthy, John C. Gore

arXiv preprint

DOI

2019

Automatic microscopic cell counting by use of deeply-supervised density regression model

Shenghua He, Kyaw Thu Minn, Lilianna Solnica-Krezel, Mark Anastasio, Hua Li

arXiv preprint

DOI

2018

Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images

Shenghua He, Jie Zheng, Akiko Maehara, Gary Mintz, Dalin Tang, Mark Anastasio, Hua Li

arXiv preprint

DOI

研究方向

计算机视觉水下\医学图像处理海洋环境感知智慧农业人工智能深度学习等

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