霍宏涛｜中国人民公安大学｜学者主页

2026

层次聚类引导与全局上下文增强的全色锐化网络

王柏翔，霍宏涛，郑博文，李志倩

《中国图象图形学报》

2026

用于红外与可见光图像融合的多层级Mamba网络

杨天宇，霍宏涛，郭宝峰，郑博文，刘晓文

《中国图象图形学报》

2026

基于注意力状态空间模型与多频特征增强的全色锐化方法

李志倩，霍宏涛，刘晓文

《光学学报》

2026

Super-DETR: A DETR network for small object detection in remote sensing images driven by super-resolution

Bowen Zheng, Hongtao Huo, Haozhe Cao, Luyan Ji, Xiaowen Liu

Pattern Recognition

DOI

2026

Seeing is believing: A lightweight consistency-supervised implicit registration and fusion network for infrared and visible images

Dafu Zhu, Hongtao Huo, Haozhe Cao, Xiaowen Liu, Ziyang Zhu, Yushan Cao

Infrared Physics & Technology

DOI

2026

VSIP-Fusion: A visual-semantic interactive perception strategy for infrared and visible image fusion

Yushan Cao, Hongtao Huo, Haozhe Cao, Xiaowen Liu, Zheng Bowen, Ziyang Zhu, Dafu Zhu

Signal Processing

DOI

2026

A fine-grained semantic-driven pedestrian identity-aware method for visible and infrared image fusion

Xiaowen Liu, Hongtao Huo, Haozhe Cao, Ren-Hua Wang, Xu Dong, Shan Pang, Jing Li

Information Fusion

DOI

2026

An anisotropic low-rank self-attention mechanism for infrared and visible image fusion

Xiaowen Liu, Hongtao Huo, Haozhe Cao, Dong Xu, Jing Li

Engineering Applications of Artificial Intelligence

DOI

2026

A multi-scale coarse-to-fine alignment network for road segmentation in high-resolution remote sensing imagery

Guofa Wang, Hongtao Huo, Xiaowen Liu, Bowen Zheng, Qi Feng

Engineering Applications of Artificial Intelligence

DOI

2026

CoRFusion: Collaborative infrared-visible restoration-fusion via degradation-aware dynamic experts

Ziyang Zhu, Hongtao Huo, Haozhe Cao, Xiaowen Liu, Yushan Cao, Dafu Zhu

Infrared Physics & Technology

DOI

2025

用于红外与可见光图像融合的信息交互线性Transformer网络

杨天宇，霍宏涛，刘晓文，郑博文

《中国图象图形学报》

2025

基于状态空间建模与偏移差分卷积的遥感图像融合方法

李志倩，霍宏涛，刘晓文，郑博文

《激光与光电子学进展》

2025

Object detection from aerial multi-angle thermal infrared remote sensing images: Dataset and method

Chenchen Jiang, Huazhong Ren, Fengguang Li, Zhonghua Hong, Hongtao Huo, Junqiang Zhang, Jiuyuan Xin

ISPRS Journal of Photogrammetry and Remote Sensing

DOI

2025

FGATFuse: Frequency domain guided axial transformer network for infrared and visible image fusion

Baofeng Guo, Hongtao Huo, Bowen Zheng, Xiaowen Liu, Jing Li

Infrared Physics & Technology

DOI

2025

LSCANet: Differential features guided long–short cross attention network for infrared and visible image fusion

Baofeng Guo, Hongtao Huo, Xiaowen Liu, Bowen Zheng, Jing Li

Signal Processing

DOI

2025

CSPPNet: A Convolution and State-Space-Based Photovoltaic Panel Extraction Network Using Gaofen-2 High-Resolution Imagery

Wenqing Liu, Hongtao Huo, Luyan Ji, Yongchao Zhao, Xiaowen Liu, Jialei Xie

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

DOI

2025

Information interaction linear Transformer network for infrared and visible image fusion

Yang Tianyu, Hongtao Huo, Liu Xiaowen, Zheng Bowen

Journal of Image and Graphics

DOI

2024

A three-dimensional feature-based fusion strategy for infrared and visible image fusion

Xiaowen Liu, Hongtao Huo, Xin Yang, Jing Li

Pattern Recognition

DOI

2024

Pedestrian detection-driven cascade network for infrared and visible image fusion

Bowen Zheng, Hongtao Huo, Xiaowen Liu, Shan Pang, Jing Li

Signal Processing

DOI

2024

M2FNet: Multi-modal fusion network for object detection from visible and thermal infrared images

Chenchen Jiang, Huazhong Ren, Hong Wu Yang, Hongtao Huo, Pengfei Zhu, Zhaoyuan Yao, Jing Li, Min Sun, Shihao Yang

International Journal of Applied Earth Observation and Geoinformation

DOI

2024

A semantic-driven coupled network for infrared and visible image fusion

Xiaowen Liu, Hongtao Huo, Jing Li, Shan Pang, Bowen Zheng

Information Fusion

DOI

2024

Continuity-attenuation captured network for frame deletion detection

Shuo Li, Hongtao Huo

Signal Image and Video Processing

DOI

2024

SDTFusion: A split-head dense transformer based network for infrared and visible image fusion

Shan Pang, Hongtao Huo, Hongtao Huo, Xiaowen Liu, Xiaowen Liu, Bowen Zheng, Jing Li

Infrared Physics & Technology

DOI

2023

Semantic perceptive infrared and visible image fusion Transformer

Xin Yang, Hongtao Huo, Chang Li, Xiaowen Liu, Wenxi Wang, Cheng Wang

Pattern Recognition

DOI

2023

A Method for Extracting Photovoltaic Panels from High-Resolution Optical Remote Sensing Images Guided by Prior Knowledge

Wenqing Liu, Hongtao Huo, Luyan Ji, Yongchao Zhao, Xiaowen Liu, Jing Li

Remote Sensing

DOI

2023

Infrared and visible image fusion based on double fluid pyramids and multi-scale gradient residual block

Shan Pang, Hongtao Huo, Xin Yang, Jing Li, Xiaowen Liu

Infrared Physics & Technology

DOI

2023

An attention-guided and wavelet-constrained generative adversarial network for infrared and visible image fusion

Xiaowen Liu, Ren-Hua Wang, Hongtao Huo, Xin Yang, Jing Li

Infrared Physics & Technology

DOI

2022

DSG-Fusion: Infrared and visible image fusion via generative adversarial networks and guided filter

Xin Yang, Hongtao Huo, Jing Li, Chang Li, Zhao Liu, Xun Chen

Expert Systems With Applications，Vol. 200

DOI

2022

DGLT-Fusion: A decoupled global–local infrared and visible image fusion transformer

Xin Yang, Hongtao Huo, Ren-Hua Wang, Chang Li, Xiaowen Liu, Jing Li

Infrared Physics & Technology

DOI

2022

Object detection from UAV thermal infrared images and videos using YOLO models

Chenchen Jiang, Huazhong Ren, Xin Ye, Jinshun Zhu, Hui Zeng, Yang Nan, Min Sun, Xiang Ren, Hongtao Huo

International Journal of Applied Earth Observation and Geoinformation

DOI

2022

Infrared and visible image fusion based on cross-modal extraction strategy

Xiaowen Liu, Jing Li, Xin Yang, Hongtao Huo

Infrared Physics & Technology

DOI

2021

Concentric circle grids for camera calibration with considering lens distortion

Lingbin Bu, Hongtao Huo, Xiaoyuan Liu, Fanliang Bu

Optics and Lasers in Engineering

DOI

2021

Detection and Identification of Low-Slow-Small Rotor Unmanned Aerial Vehicle Using Micro-Doppler Information

Guangyu Ji, Chen Song, Hongtao Huo

IEEE Access

DOI

2021

Frame Deletion Detection Based on Optical Flow Orientation Variation

Shuo Li, Hongtao Huo

IEEE Access

DOI

2020

一种基于PCA的面向对象多尺度分割优化算法

蒋晨琛，霍宏涛，冯琦

《北京航空航天大学学报》

2020

Accurate and Robust System Calibration Method for Fringe Projection Profilometry

Lingbin Bu, Hongtao Huo, Fanliang Bu

International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)

DOI

2020

Multigrained Attention Network for Infrared and Visible Image Fusion

Jing Li, Hongtao Huo, Chang Li, Ren-Hua Wang, Chenhong Sui, Zhao Liu

IEEE Transactions on Instrumentation and Measurement

DOI

2020

AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks

Jing Li, Hongtao Huo, Chang Li, Ren-Hua Wang, Qi Feng

IEEE Transactions on Multimedia

DOI

2020

Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance

Jing Li, Hongtao Huo, Kejian Liu, Chang Li

Information Sciences

DOI

2020

Video-based person re-identification with parallel spatial–temporal attention module

Jun Kong, Zhende Teng, Min Jiang, Hongtao Huo

Journal of Electronic Imaging

DOI

2020

A High-Resolution Remote Sensing Images Segmentation Algorithm Based on PCA and Fuzzy C-Means

Chenchen Jiang, Hongtao Huo, Qi Feng

Lecture notes in electrical engineering

DOI

2019

基于多特征和改进稀疏表示的高光谱图像分类

李非燕，霍宏涛，李静，白杰

《光学学报》

2019

Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial Network

Jing Li, Hongtao Huo, Kejian Liu, Chang Li, Shuo Li, Xin Yang

IEEE International Conference on Machine Learning and Applications (ICMLA)

DOI

2019

Decision Fusion Based on Joint Low Rank and Sparse Component for Hyperspectral Image Classification

Feiyan Li, Wei Li, Hongtao Huo, Qiong Ran

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

DOI

2019

RGB-D action recognition based on discriminative common structure learning model

Tianshan Liu, Jun Kong, Min Jiang, Hongtao Huo

Journal of Electronic Imaging

DOI

2019

Poisson Reconstruction-Based Fusion of Infrared and Visible Images via Saliency Detection

Jing Li, Hongtao Huo, Chenhong Sui, Chenchen Jiang, Chang Li

IEEE Access

DOI

2018

基于稀疏表示和自适应模型的高光谱目标检测

李非燕，霍宏涛，白杰，王巍

《光学学报》

2018

基于多残差马尔科夫模型的图像拼接检测

罗霄阳，霍宏涛，王梦思，陈亚飞

《计算机科学》

2018

基于稀疏自编码特征聚类算法的图像窜改检测

王梦思，霍宏涛，罗霄阳

《计算机应用研究》

2018

Regularisation learning of correlation filters for robust visual tracking

Min Jiang, Jianyu Shen, Jun Kong, Hongtao Huo

IET Image Processing

DOI

2017

轮廓特征点几何约束关系的图像配准算法

刘克俭，霍宏涛，韩华，贾承丽

《遥感信息》

2017

Action recognition using vague division DMMs

Ke Jin, Min Jiang, Jun Kong, Hongtao Huo, Xiaofeng Wang

The Journal of Engineering

DOI

2017

GB(2D)2 PCA-based convolutional network for face recognition

Min Jiang, Ruru Lu, Jun Kong, Xiao‐Jun Wu, Hongtao Huo, Xiaofeng Wang

Journal of Electronic Imaging

DOI

2015

计算机专业英语

霍宏涛

2015

Informative joints based human action recognition using skeleton contexts

Min Jiang, Jun Kong, George N. Bebis, Hongtao Huo

Signal Processing Image Communication

DOI

2014

RANSAC算法在同图复制鉴定中的应用研究

王任华，霍宏涛，蒋敏

《计算机应用研究》

2010

灰度共生矩阵在皮肤纹理检测中的应用研究

郭航，霍宏涛

《中国图象图形学报》

2010

互联网色情图像监测体系和节点监测系统设计

霍宏涛，王任华

《信息网络安全》

2008

基于椭圆模型的肤色检测研究

刘井微，霍宏涛

《科教文汇》

2004

不同IHS变换公式在植被信息提取中的比较研究

霍宏涛，王任华，冯仲科

《北京林业大学学报》

2003

小波变换在遥感图象融合中的应用研究

霍宏涛，游先祥

《中国图象图形学报》

2003

应用卫星遥感技术进行毒品原植物禁种监测的研究

霍宏涛

《中国人民公安大学学报(自然科学版)》

2003

小波变换在图像融合中的应用研究

霍宏涛，王任华

《中国人民公安大学学报(自然科学版)》

2003

人工神经网络在遥感图像森林植被分类中的应用

王任华，霍宏涛，游先祥

《北京林业大学学报》

2003

The Application of Wavelet Transform in the Fusion of Remotely Sensed Images

Hongtao Huo

2002

数字图像处理

霍宏涛

2001

三维及相关辅助信息在提高图像分类精度中的研究

霍宏涛，王任华，游先祥

《北京林业大学学报》

精选作品

期刊论文

层次聚类引导与全局上下文增强的全色锐化网络

用于红外与可见光图像融合的多层级Mamba网络

基于注意力状态空间模型与多频特征增强的全色锐化方法

Super-DETR: A DETR network for small object detection in remote sensing images driven by super-resolution

Seeing is believing: A lightweight consistency-supervised implicit registration and fusion network for infrared and visible images

VSIP-Fusion: A visual-semantic interactive perception strategy for infrared and visible image fusion

A fine-grained semantic-driven pedestrian identity-aware method for visible and infrared image fusion

An anisotropic low-rank self-attention mechanism for infrared and visible image fusion

A multi-scale coarse-to-fine alignment network for road segmentation in high-resolution remote sensing imagery

CoRFusion: Collaborative infrared-visible restoration-fusion via degradation-aware dynamic experts

用于红外与可见光图像融合的信息交互线性Transformer网络

基于状态空间建模与偏移差分卷积的遥感图像融合方法

Object detection from aerial multi-angle thermal infrared remote sensing images: Dataset and method

FGATFuse: Frequency domain guided axial transformer network for infrared and visible image fusion

LSCANet: Differential features guided long–short cross attention network for infrared and visible image fusion

CSPPNet: A Convolution and State-Space-Based Photovoltaic Panel Extraction Network Using Gaofen-2 High-Resolution Imagery

Information interaction linear Transformer network for infrared and visible image fusion

A three-dimensional feature-based fusion strategy for infrared and visible image fusion

Pedestrian detection-driven cascade network for infrared and visible image fusion

M2FNet: Multi-modal fusion network for object detection from visible and thermal infrared images

A semantic-driven coupled network for infrared and visible image fusion

Continuity-attenuation captured network for frame deletion detection

SDTFusion: A split-head dense transformer based network for infrared and visible image fusion

Semantic perceptive infrared and visible image fusion Transformer

A Method for Extracting Photovoltaic Panels from High-Resolution Optical Remote Sensing Images Guided by Prior Knowledge

Infrared and visible image fusion based on double fluid pyramids and multi-scale gradient residual block

An attention-guided and wavelet-constrained generative adversarial network for infrared and visible image fusion

DSG-Fusion: Infrared and visible image fusion via generative adversarial networks and guided filter

DGLT-Fusion: A decoupled global–local infrared and visible image fusion transformer

Object detection from UAV thermal infrared images and videos using YOLO models

Infrared and visible image fusion based on cross-modal extraction strategy

Concentric circle grids for camera calibration with considering lens distortion

Detection and Identification of Low-Slow-Small Rotor Unmanned Aerial Vehicle Using Micro-Doppler Information

Frame Deletion Detection Based on Optical Flow Orientation Variation

一种基于PCA的面向对象多尺度分割优化算法

Accurate and Robust System Calibration Method for Fringe Projection Profilometry

Multigrained Attention Network for Infrared and Visible Image Fusion

AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks

Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance

Video-based person re-identification with parallel spatial–temporal attention module

A High-Resolution Remote Sensing Images Segmentation Algorithm Based on PCA and Fuzzy C-Means

基于多特征和改进稀疏表示的高光谱图像分类

Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial Network

Decision Fusion Based on Joint Low Rank and Sparse Component for Hyperspectral Image Classification

RGB-D action recognition based on discriminative common structure learning model

Poisson Reconstruction-Based Fusion of Infrared and Visible Images via Saliency Detection

基于稀疏表示和自适应模型的高光谱目标检测

基于多残差马尔科夫模型的图像拼接检测

基于稀疏自编码特征聚类算法的图像窜改检测

Regularisation learning of correlation filters for robust visual tracking

轮廓特征点几何约束关系的图像配准算法

Action recognition using vague division DMMs

GB(2D)2 PCA-based convolutional network for face recognition

计算机专业英语

Informative joints based human action recognition using skeleton contexts

RANSAC算法在同图复制鉴定中的应用研究

灰度共生矩阵在皮肤纹理检测中的应用研究

互联网色情图像监测体系和节点监测系统设计

基于椭圆模型的肤色检测研究

不同IHS变换公式在植被信息提取中的比较研究

小波变换在遥感图象融合中的应用研究

应用卫星遥感技术进行毒品原植物禁种监测的研究

小波变换在图像融合中的应用研究

人工神经网络在遥感图像森林植被分类中的应用

The Application of Wavelet Transform in the Fusion of Remotely Sensed Images

数字图像处理

三维及相关辅助信息在提高图像分类精度中的研究

会议论文

小波重构中子带数据选择方法的研究

研究方向