胡建文｜长沙理工大学｜学者主页

2026

基于深度强化学习的无人船避障研究

张朋，李茂军，胡建文

《计算机应用与软件》

2026

AUS-SAM: Automatic ultrasound SAM model with automatic point and mask prompts for ultrasound image segmentation

Liang He, Jianwen Hu, Kai Hu, Ting Jiang

Biomedical Signal Processing and Control

DOI

2026

Frequency Domain Mamba-Based Diffusion Model for Power Image Super-Resolution

Quan Quan, Yunlong Sun, Jian Xiao, Kaixiang Xie, Jianwen Hu, Wen Wang, Zhuo Chen, Yuanjun Zuo

Energies

DOI

2026

RWPNet: A Receptance Weighted Key Value Based Deep Fusion Network for Pansharpening

Jianwen Hu, Zhaochen Wen, Shaosheng Fan, Quan Quan

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

Hyperspectral Image Classification with MF-SSMNet: A Multi-Feature Fusion Spatial-Spectral State Space Model

Linjie Yan, Jianwen Hu, Zhaochen Wen

DOI

2026

Structure-Guided Sparse Reasoning Network for Dynamic Region-Aware Remote Sensing Pansharpening

Zhaochen Wen, Jianwen Hu, Linjie Yan

DOI

2026

Spatial-Spectral Synergy Learning in the Frequency Domain for Hyperspectral Image Super-Resolution

Yikai Duan, Jianwen Hu, Kaixiang Xie

IEEE Access

DOI

2025

基于YOLOv7的雾天实时目标检测方法

谢祖华，李海涛，胡建文

《电子测量技术》

DOI

2025

融合注意力与Transformer的肝肿瘤CT图像分割方法

张倩，胡建文，王鼎湘，李茂军

《小型微型计算机系统》

DOI

2025

Dual-Branch Network for Video Anomaly Detection Based on Feature Fusion

Min Huang, Jing Li, Zhanming Sun, Jianwen Hu

Mathematics

DOI

2025

Dual-Branch Soft Attention Network With Multiscale Feature Interaction for Hyperspectral and LiDAR Data Classification

Yan Mo, Ziyi Wu, Shuo Zhang, Jianwen Hu, Puhong Duan, Xudong Kang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

SLG-Net: Small-Large-Global Feature-Based Multilevel Feature Extraction Network for Ultrasound Image Segmentation

Xinya Fan, Jianwen Hu, Kai Hu

IEEE Access

DOI

2024

基于改进FCOS的遥感图像舰船目标检测

陈天鹏，胡建文

《计算机科学》

2024

改进YOLOX-s的密集垃圾检测方法

谢若冰，李茂军，李宜伟，胡建文

《计算机工程与应用》

2024

Pedestrian re-identification method based on IBN-Net and negative class center triplet loss

Le Li, Ying-Wei Liu, Pengfei Zhao, Rongzhe Li, Liqiang Fu, Weilong Ma, Jianwen Hu

IoTML

DOI

2024

EUAVDet: An Efficient and Lightweight Object Detector for UAV Aerial Images with an Edge-Based Computing Platform

Wanneng Wu, Ao Liu, Jianwen Hu, Yan Mo, Shao Xiang, Puhong Duan, Qiaokang Liang

Drones

DOI

2023

基于深度学习的空谱遥感图像融合综述

胡建文，汪泽平，胡佩

《自然资源遥感》

2023

Multi-Target Multi-Camera Tracking with Spatial-Temporal Network

Yi Gao, Wanneng Wu, Ao Liu, Qiaokang Liang, Jianwen Hu

International Symposium on Computer Science and Intelligent Control (ISCSIC)

DOI

2023

Spectral-Spatial MLP Network for Hyperspectral Image Super-Resolution

Yunze Yao, Jianwen Hu, Yaoting Liu, Yushan Zhao

Remote Sensing

DOI

2023

A vision-based virtual fixture with robot learning for teleoperation

Jing Luo, Weibin Liu, Wen Qi, Jianwen Hu, Junming Chen, Chenguang Yang

Robotics and Autonomous Systems

DOI

2023

Dynamic Large-Small Kernel Convolutional Neural Network for Pansharpening

Xi Lan Feng, Jianwen Hu, Wanneng Wu, Shaosheng Fan

IEEE Geoscience and Remote Sensing Letters

DOI

2023

Dual-Domain Dynamic Local–Global Network for Pansharpening

Zeping Wang, Jianwen Hu, Xi Lan Feng, Xudong Kang, Yan Mo

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

基于深度强化学习的密集物体温度优先推抓方法

陈满，李茂军，胡建文，赖志强，李俊日

《传感器与微系统》

2022

基于动态超分辨率的输电线路部件检测方法

陈怀，胡建文

《工业控制计算机》

2022

Interactformer: Interactive Transformer and CNN for Hyperspectral Image Super-Resolution

Yaoting Liu, Jianwen Hu, Xudong Kang, Jing Luo, Shaosheng Fan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Neural-network-based Algorithm for Cancelling Tremor in Surgical Robots

Jing Luo, Yu Li, Xiaoli Liu, Jianwen Hu, Bo Wang

International Conference on Control and Robotics (ICCR)

DOI

2022

Multilevel Progressive Network With Nonlocal Channel Attention for Hyperspectral Image Super-Resolution

Jianwen Hu, Yaoting Liu, Xudong Kang, Shaosheng Fan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Attention-Guided Multitask Convolutional Neural Network for Power Line Parts Detection

Hui Zhang, Liuchen Wu, Yurong Chen, Ruibo Chen, Senlin Kong, Yaonan Wang, Jianwen Hu, Q. M. Jonathan Wu

IEEE Transactions on Instrumentation and Measurement

DOI

2021

半监督卷积神经网络遥感图像融合

杜晨光，胡建文，胡佩

《电子测量与仪器学报》

2021

Multilayer Global Spectral–Spatial Attention Network for Wetland Hyperspectral Image Classification

Zhuojun Xie, Jianwen Hu, Xudong Kang, Puhong Duan, Shutao Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

Hyperspectral Image Super-Resolution Based on Multiscale Mixed Attention Network Fusion

Jianwen Hu, Yuan Yan Tang, Yaoting Liu, Shaosheng Fan

IEEE Geoscience and Remote Sensing Letters

DOI

2021

Spatial Dynamic Selection Network for Remote-Sensing Image Fusion

Jianwen Hu, Pei Hu, Zeping Wang, Xudong Kang, Shaosheng Fan, Mao Dun

IEEE Geoscience and Remote Sensing Letters

DOI

2020

Pan-Sharpening via Multiscale Dynamic Convolutional Neural Network

Jianwen Hu, Pei Hu, Xudong Kang, Hui Zhang, Shaosheng Fan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2020

Hyperspectral Image Super Resolution Based on Multiscale Feature Fusion and Aggregation Network With 3-D Convolution

Jianwen Hu, Yuan Yan Tang, Shaosheng Fan

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2020

Two-Stage Pansharpening Based on Multi-Level Detail Injection Network

Jianwen Hu, Chenguang Du, Shaosheng Fan

IEEE Access

DOI

2016

Pixel-level image fusion: A survey of the state of the art

Shutao Li, Xudong Kang, Leyuan Fang, Jianwen Hu, Haitao Yin

Information Fusion

DOI

2015

Remote Sensing Image Fusion Method Based on Nonsubsampled Shearlet Transform and Sparse Representation

Altan-Ulzii Moonon, Jianwen Hu, Shutao Li

Sensing and Imaging

DOI

2015

Multi-Focus Image Fusion Based on NSCT and NSST

Altan-Ulzii Moonon, Jianwen Hu

Sensing and Imaging

DOI

精选作品

期刊论文

基于深度强化学习的无人船避障研究

AUS-SAM: Automatic ultrasound SAM model with automatic point and mask prompts for ultrasound image segmentation

Frequency Domain Mamba-Based Diffusion Model for Power Image Super-Resolution

RWPNet: A Receptance Weighted Key Value Based Deep Fusion Network for Pansharpening

Hyperspectral Image Classification with MF-SSMNet: A Multi-Feature Fusion Spatial-Spectral State Space Model

Structure-Guided Sparse Reasoning Network for Dynamic Region-Aware Remote Sensing Pansharpening

Spatial-Spectral Synergy Learning in the Frequency Domain for Hyperspectral Image Super-Resolution

基于YOLOv7的雾天实时目标检测方法

融合注意力与Transformer的肝肿瘤CT图像分割方法

Dual-Branch Network for Video Anomaly Detection Based on Feature Fusion

Dual-Branch Soft Attention Network With Multiscale Feature Interaction for Hyperspectral and LiDAR Data Classification

SLG-Net: Small-Large-Global Feature-Based Multilevel Feature Extraction Network for Ultrasound Image Segmentation

基于改进FCOS的遥感图像舰船目标检测

改进YOLOX-s的密集垃圾检测方法

Pedestrian re-identification method based on IBN-Net and negative class center triplet loss

EUAVDet: An Efficient and Lightweight Object Detector for UAV Aerial Images with an Edge-Based Computing Platform

基于深度学习的空谱遥感图像融合综述

Multi-Target Multi-Camera Tracking with Spatial-Temporal Network

Spectral-Spatial MLP Network for Hyperspectral Image Super-Resolution

A vision-based virtual fixture with robot learning for teleoperation

Dynamic Large-Small Kernel Convolutional Neural Network for Pansharpening

Dual-Domain Dynamic Local–Global Network for Pansharpening

基于深度强化学习的密集物体温度优先推抓方法

基于动态超分辨率的输电线路部件检测方法

Interactformer: Interactive Transformer and CNN for Hyperspectral Image Super-Resolution

Neural-network-based Algorithm for Cancelling Tremor in Surgical Robots

Multilevel Progressive Network With Nonlocal Channel Attention for Hyperspectral Image Super-Resolution

Attention-Guided Multitask Convolutional Neural Network for Power Line Parts Detection

半监督卷积神经网络遥感图像融合

Multilayer Global Spectral–Spatial Attention Network for Wetland Hyperspectral Image Classification

Hyperspectral Image Super-Resolution Based on Multiscale Mixed Attention Network Fusion

Spatial Dynamic Selection Network for Remote-Sensing Image Fusion

Pan-Sharpening via Multiscale Dynamic Convolutional Neural Network

Hyperspectral Image Super Resolution Based on Multiscale Feature Fusion and Aggregation Network With 3-D Convolution

Two-Stage Pansharpening Based on Multi-Level Detail Injection Network

Pixel-level image fusion: A survey of the state of the art

Remote Sensing Image Fusion Method Based on Nonsubsampled Shearlet Transform and Sparse Representation

Multi-Focus Image Fusion Based on NSCT and NSST

研究方向