百晓学者学者目录

贺康建

副教授、副研究员、助理研究员、博士生导师、教授、讲师,云南大学

精选作品

期刊论文

2026

DSKFuse: Passive-active distillation learning for multi-modal image fusion via dynamic sparse kansformer

Zhaisheng Ding, Ruichao Hou, Yunzhe Men, Shengyang Luan, Yanyu Liu, Kangjian He, Shidong Xie

Expert Systems With Applications,Vol. 303

2026

Fine-Grained Information Guided Super-Resolution for Mural Hyperspectral Image

Shuxin Zheng, Yanan Liu, Kangjian He, Hongbing Dai, Siqi He, Dan Xu

Journal on Computing and Cultural Heritage

2026

BFMMorph: a dual-stream brain image registration framework based on Bidirectional Fourier Mamba

Zihang Sun, Dan Xu, Kangjian He, Zilong Xue

Journal of Electronic Imaging

2026

Multi-Scale Large Kernel Attention for Single-Image Deraining

Congcong Zeng, Dan Xu, Yinghui Zhu, Jiangang Pan, Kangjian He, Hongzhen Shi

Proceedings - International Conference on Image Processing

2026

Cross-model and attribute-driven dual-stage knowledge distillation for multimodal medical image fusion

Yanyu Liu, Chunxue Liu, Ruichao Hou, Zhaisheng Ding, Kangjian He, Dongming Zhou

Multimedia Systems

2026

Prior knowledge driven dynamic fusion network for infrared and visible images

Yueying Luo, Kangjian He, Dan Xu, Q J Zhang, Yiqiao Zhou

Pattern Recognition

2026

DiffDMCA-Net: A Difference-Aware Registration Framework with Depthwise Coordinate Attention

Zilong Xue, Kangjian He, Dan Xu, Jian Gong

IEEE International Conference on Acoustics Speech and Signal Processing

2026

An Edge-Guided Effective Spatial Domain Registration Network for Brain MRI

Yijie He, Dan Xu, Kangjian He

IEEE International Conference on Acoustics Speech and Signal Processing

2026

DMFReg: Detail-driven Medical Image Registration Network with Multi-Field Rational Representation

Yijie He, Yijie He, Kangjian He, Dan Xu, Zilong Xue, Yueying Luo

Biomedical Signal Processing and Control

2026

Test-Time Domain-Agnostic Meta-Prompt Learning for Multi-Source Few-Shot Domain Adaptation

Kuanghong Liu, Jin Wang, Kangjian He, Dan Xu, Xuejie Zhang

IEEE Transactions on Circuits and Systems for Video Technology

2026

CUDiff: Consistency and uncertainty guided conditional diffusion for infrared and visible image fusion

Yueying Luo, Kangjian He, Dan Xu

Pattern Recognition

2026

Bridging the Degradation Gap in Real Super-Resolution: A Transfer-Based Paired Dataset Construction

Yinghui Zhu, Congcong Zeng, Dan Xu, Jiangang Pan, Kangjian He, Hongzhen Shi

Lecture notes in computer science

2026

FCReg: Medical Image Registration Network with Image-Text Feature Coupling

Yijie He, Dan Xu, Yueying Luo, Zihang Sun, Kangjian He

Lecture notes in computer science

2026

DPA-SAM: Enhancing Medical Image Segmentation with 3D-DCAF and PGAttention

Liye Li, Kangjian He, Gaifang Luo, Hao Zhang, Yijie He, Dan Xu

Lecture notes in computer science

2026

PCM-Net: A Hierarchical Medical Image Registration Framework Integrating Channel Adaptability and Multi-scale Awareness

Zihang Sun, Dan Xu, Kangjian He, Zilong Xue, Yijie He

Lecture notes in computer science

2025

人工智能通识教程:原理、编程与应用

贺康建

《电子工业出版社》

2025

基于转置注意力和CNN的图像超分辨率重建网络

陈冠豪,徐丹,贺康建,施洪贞,张浩

《图学学报》

2025

Enhancing infrared-visible image fusion via text-guided adaptive feature integration

Jundong Zhang, Yanan Guo, Kangjian He, Dan Xu, Shuxin Zheng, WenCheng Mei

Multimedia Systems

2025

UMCA: Enhancing UNet with Multi-Scale Cross Attention for Semi-Supervised Medical Image Fusion

Wencheng Mei, Kangjian He, Dan Xu, Jian Gong, Yiqiao Zhou, Qingxin Yang

IEEE Global Conference on Consumer Electronics (GCCE)

2025

CAAC-Net: Combining Attention and Convolution for Deformable Medical Image Registration

Zilong Xue, Kangjian He, Dan Xu, Jian Gong, Zihang Sun, Yijie He, Qingxin Yang

IEEE Global Conference on Consumer Electronics (GCCE)

2025

Multi-modality medical image fusion by edge supervising and multi-scale attention features extraction

Wencheng Mei, Kangjian He, Dan Xu, Siqi Xie, Yiqiao Zhou

The Journal of Supercomputing

2025

LIGFusion: a light-integrated and guided fusion method for multimodal image fusion

Tao Feng, Kangjian He, Yue Geng, Junkai Yin

Journal of Electronic Imaging

2025

A lightweight medical image fusion network by structural similarity pseudo labels iteration

Wencheng Mei, Kangjian He, Dan Xu, Shuxin Zheng, Jundong Zhang

Biomedical Signal Processing and Control

2025

TSSA-Net: Transposed Sparse Self-Attention-based network for image super-resolution

Guanhao Chen, Dan Xu, Kangjian He, Hongzhen Shi, Hao Zhang

Engineering Applications of Artificial Intelligence

2025

Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation

Kuanghong Liu, Jin Wang, Kangjian He, Dan Xu, Xuejie Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

2025

Deformable coordinate kernel attention-based network for medical image segmentation

Tongtong Mu, Kangjian He, Dan Xu

2025

BTSegDiff: Brain tumor segmentation based on multimodal MRI Dynamically guided diffusion probability model

Jiacheng Qin, Dan Xu, Hao Zhang, Zhaoyu Xiong, Yejing Yuan, Kangjian He

Computers in Biology and Medicine

2025

CLIP-Based Natural Language-Guided Low-Redundancy Fusion of Infrared and Visible Images

Jundong Zhang, Kangjian He, Dan Xu, Hongzhen Shi

IEEE Transactions on Consumer Electronics

2025

Medical Image Registration via Spatial Feature Extraction Mamba and Substrate Iterative Refinement

Zilong Xue, Kangjian He, Dan Xu, Jian Gong

IET Image Processing

2024

Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network

Kangjian He, Li Liu, You-Min Zhang, Ye Wang, Qun Liu, Guo-Yin Wang

IEEE Transactions on Artificial Intelligence

2024

KD3\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\hbox {KD}^{3}$$\end{document}mt: knowledge distillation-driven dyn

Zhai-Juan Ding, Yanyu Liu, Sen Liu, Kangjian He, Dongming Zhou

The Visual Computer

2024

RegFSC-Net: Medical Image Registration via Fourier Transform With Spatial Reorganization and Channel Refinement Network

Chenou Liu, Kangjian He, Dan Xu, Hongzhen Shi, Hao Zhang, Kunyuan Zhao

IEEE Journal of Biomedical and Health Informatics

2024

Edge repair and bicubic interpolation-based enhancement for image restoration

Boda Zhou, Kangjian He, Dan Xu

2024

Hyperspectral Image Super-Resolution Based on Dual-Domain Gated Attention Network

Shuxin Zheng, Dan Xu, Kangjian He

Lecture notes in computer science

2024

Infrared and visible image fusion based on hybrid multi-scale decomposition and adaptive contrast enhancement

Yueying Luo, Kangjian He, Dan Xu, Hongzhen Shi, Wenxia Yin

Signal Processing Image Communication

2024

Multimodal Medical Image Registration Using Optimized Phase Consistency Within Joint Frequency-Space Domain

Shanshan Chen, Dan Xu, Kangjian He

Lecture notes in computer science

2024

MDH-Net: advancing 3D brain MRI registration with multi-stage transformer and dual-stream feature refinement hybrid network

Chenou Liu, Kangjian He, Dan Xu, Hongzhen Shi

The Journal of Supercomputing

2024

A dual-domain framework for multimodal medical image registration: Optimizing phase consistency with LPC-GIMI

Shanshan Chen, Kangjian He, Dan Xu, Hongzhen Shi, Rong Zeng

Biomedical Signal Processing and Control

2024

Fidelity based visual compensation and salient information rectification for infrared and visible image fusion

Yueying Luo, Dan Xu, Kangjian He, Hongzhen Shi, Jian Gong

Knowledge-Based Systems

2024

Uncertainty-generation-based diffusion probability model for brain tumor segmentation

Qin Jiacheng, Hao Zhang, Yejing Yuan, Kangjian He, Dan Xu

2024

CycleFusion: Automatic Annotation and Graph-to-Graph Transaction Based Cycle-Consistent Adversarial Network for Infrared and Visible Image Fusion

Yueying Luo, Wenbo Liu, Kangjian He, Dan Xu, Hongzhen Shi, Hao Zhang

IEEE Transactions on Emerging Topics in Computational Intelligence

2024

SFNet: A Scaling-down Fusion Network for Infrared and Visible Images with Texture Attention

Yi Li, Kangjian He, Dan Xu

Asia Conference on Algorithms, Computing and Machine Learning (CACML)

2024

MVSFusion: infrared and visible image fusion method for multiple visual scenarios

Chengzhou Li, Kangjian He, Dan Xu, Yueying Luo, Yiqiao Zhou

The Visual Computer

2024

ASFusion: Adaptive visual enhancement and structural patch decomposition for infrared and visible image fusion

Yiqiao Zhou, Kangjian He, Dan Xu, Dapeng Tao, Lin Xu, Chengzhou Li

Engineering Applications of Artificial Intelligence

2024

A multi-weight fusion framework for infrared and visible image fusion

Yiqiao Zhou, Kangjian He, Dan Xu, Hongzhen Shi, Hao Zhang

Multimedia Tools and Applications

2023

低视点下遮挡自适应感知的多目标跟踪算法

乐应英,徐丹,贺康建,张浩

《中国图象图形学报》

2023

Superpixel-based adaptive salient region analysis for infrared and visible image fusion

Chengzhou Li, Kangjian He, Dan Xu, Dapeng Tao, Lin Xu, Hongzhen Shi, Wenxia Yin

Neural Computing and Applications

2023

Hybrid Coefficient Fusion in Multi-resolution Singular Value Decomposition Domain for Medical Images

Zhihua Jin, Kangjian He, Dan Xu

International Conference on Image, Vision and Computing (ICIVC)

2023

Low‐light image enhancement for infrared and visible image fusion

Yiqiao Zhou, Lisiqi Xie, Kangjian He, Dan Xu, Dapeng Tao, Lin Xu

IET Image Processing

2023

Adaptive low light visual enhancement and high-significant target detection for infrared and visible image fusion

Wenxia Yin, Kangjian He, Dan Xu, Yingying Yue, Yueying Luo

The Visual Computer

2023

Multi-autoencoder with Perceptual Loss-Based Network for Infrared and Visible Image Fusion

Kai Chen, Kangjian He, Dan Xu

International Conference on Image and Graphics Processing (ICIGP)

2023

D2BEGAN: A Dual-Discriminator Boundary Equilibrium Generative Adversarial Network for Infrared and Visible Image Fusion

Wenbo Liu, Kangjian He, Dan Xu

International Conference on Image and Graphics Processing (ICIGP)

2022

Cascade connection-based channel attention network for bidirectional medical image registration

Lingxiang Kong, Tao Yang, Lisiqi Xie, Dan Xu, Kangjian He

The Visual Computer

2022

Adaptive enhanced infrared and visible image fusion using hybrid decomposition and coupled dictionary

Wenxia Yin, Kangjian He, Dan Xu, Yueying Luo, Jian Gong

Neural Computing and Applications

2022

Medical Image Fusion Technology Based on Low-Rank Representation of Image Blocks and Pulse Coupled Neural Network

Yifan Duan, Kangjian He, Dan Xu

International Conference on Image, Vision and Computing (ICIVC)

2022

Fidelity-driven Optimization Reconstruction and Details Preserving Guided Fusion for Multi-Modality Medical Image

Kangjian He, Xuejie Zhang, Dan Xu, Jian Gong, Lisiqi Xie

IEEE Transactions on Multimedia

2022

Multi-Intensity Optimization-Based CT and Cone Beam CT Image Registration

Lisiqi Xie, Kangjian He, Jian Gong, Dan Xu

Electronics

2022

Infrared and visible image fusion based on visibility enhancement and hybrid multiscale decomposition

Yueying Luo, Kangjian He, Dan Xu, Wenxia Yin, Wenbo Liu

Optik

2022

Infrared and visible image fusion based on visibility enhancement and norm optimization low-rank representation

Yueying Luo, Kangjian He, Dan Xu, Wenxia Yin

Journal of Electronic Imaging

2022

A Fast Image Guide Registration Supported by Single Direction Projected CBCT

Jian Gong, Kangjian He, Lisiqi Xie, Dan Xu, Tao Yang

Electronics

2022

3D U-Net with trans-coder for brain tumor segmentation

Tingting Zhang, Dan Xu, Kangjian He, Hao Zhang, Yuting Fu

International Conference on Graphics and Image Processing (ICGIP)

2022

Focus-pixel estimation and optimization for multi-focus image fusion

Kangjian He, Jian Gong, Dan Xu

Multimedia Tools and Applications

2022

Significant target analysis and detail preserving based infrared and visible image fusion

Wenxia Yin, Kangjian He, Dan Xu, Yueying Luo, Jian Gong

Infrared Physics & Technology

2022

Image Inpainting Based on Edge Features and Attention Mechanism

Yuting Fu, Dan Xu, Kangjian He, Haipeng Li, Tingting Zhang

2021

Contrastive learning for a single historical painting’s blind super-resolution

Hongzhen Shi, Dan Xu, Kangjian He, Hao Zhang, Yingying Yue

Visual Informatics

2021

Adaptive colour restoration and detail retention for image enhancement

Kangjian He, Dapeng Tao, Dan Xu

IET Image Processing

2021

Regions Preserving Edge Enhancement for Multisensor-Based Medical Image Fusion

Kangjian He, Jian Gong, Lisiqi Xie, Xuejie Zhang, Dan Xu

IEEE Transactions on Instrumentation and Measurement

2021

AMF-UNet: A CT Image Segmentation Approach of Pulmonary Tuberculosis

Yan Chun Zhao, Dan Xu, Kangjian He

2019

Multi-Focus Image Fusion Using U-Shaped Networks With a Hybrid Objective

Huaguang Li, Rencan Nie, Jinde Cao, Xiaopeng Guo, Dongming Zhou, Kangjian He

IEEE Sensors Journal

2019

FuseGAN: Learning to Fuse Multi-Focus Image via Conditional Generative Adversarial Network

Xiaopeng Guo, Rencan Nie, Jinde Cao, Dongming Zhou, Liye Mei, Kangjian He

IEEE Transactions on Multimedia

2018

基于一种新分解框架结合局部拉普拉斯滤波的医学图像融合

孟令玉,聂仁灿,周冬明,贺康建,何敏

《计算机应用》

2018

Multi-focus: Focused region finding and multi-scale transform for image fusion

Kangjian He, Dongming Zhou, Xuejie Zhang, Rencan Nie

Neurocomputing

2018

Multi-focus image fusion combining focus-region-level partition and pulse-coupled neural network

Kangjian He, Dongming Zhou, Xuejie Zhang, Rencan Nie, Xin Jin

Soft Computing

2018

A lightweight scheme for multi-focus image fusion

Xin Jin, Jingyu Hou, Rencan Nie, Shaowen Yao, Dongming Zhou, Qian Jiang, Kangjian He

Multimedia Tools and Applications

2018

Infrared and Visible Image Fusion Combining Interesting Region Detection and Nonsubsampled Contourlet Transform

Kangjian He, Dongming Zhou, Xuejie Zhang, Rencan Nie

Journal of Sensors

2017

基于容积卡尔曼滤波的高斯粒子滤波算法

赵丹丹,刘静娜,贺康建

《计算技术与自动化》

2017

Portrait editing on face fusion using LP

Fan Huang, Dongming Zhou, Rencan Nie, Guanghui Cai, Kangjian He, Quan Wang

IEEE International Conference on Communication Software and Networks

2017

Infrared and visual image fusion method based on discrete cosine transform and local spatial frequency in discrete stationary wavelet transform domain

Xin Jin, Qian Jiang, Shaowen Yao, Dongming Zhou, Rencan Nie, Shin‐Jye Lee, Kangjian He

Infrared Physics & Technology

2017

A multi-focus color image fusion algorithm based on an adaptive SF-PCNN in NSCT domain

Fan Huang, Dongming Zhou, Rencan Nie, Kangjian He, Lili Zhou

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

2017

A survey of infrared and visual image fusion methods

Xin Jin, Qian Jiang, Shaowen Yao, Dongming Zhou, Rencan Nie, Jinjin Hai, Kangjian He

Infrared Physics & Technology

2017

Multi-focus image fusion method using S-PCNN optimized by particle swarm optimization

Xin Jin, Dongming Zhou, Shaowen Yao, Rencan Nie, Qian Jiang, Kangjian He, Quan Wang

Soft Computing

2017

Infrared and visible image fusion based on target extraction in the nonsubsampled contourlet transform domain

Kangjian He, Dongming Zhou, Xuejie Zhang, Rencan Nie, Quan Wang, Xin Jin

Journal of Applied Remote Sensing

2016

多目标粒子群优化PCNN参数的图像融合算法

王佺,聂仁灿,周冬明,金鑫,贺康建,余介夫

《中国图象图形学报》

2016

基于局部控制核的彩色图像目标检测方法

贺康建,周冬明,聂仁灿,金鑫,王佺

《电子技术应用》

2016

基于拉普拉斯金字塔与PCNN-SML的图像融合算法

王佺,聂仁灿,金鑫,周冬明,贺康建,余介夫

《计算机科学》

2016

Image fusion algorithm using PCNN model parameters of multi-objective particle swarm optimization

Quan Wang, Rencan Nie, Dongming Zhou, Xin Jin, Kangjian He, Jie-Fu Yu

Journal of Image and Graphics

2016

Medical image fusion using pulse coupled neural network and multi-objective particle swarm optimization

Quan Wang, Dongming Zhou, Rencan Nie, Xin Jin, Kangjian He, Liyun Dou

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

2015

S-PCNN与二维静态小波相结合的遥感图像融合研究

金鑫,聂仁灿,周冬明,余介夫,贺康建

《激光与光电子学进展》

2015

Multifocus Color Image Fusion Based on NSST and PCNN

Xin Jin, Rencan Nie, Dongming Zhou, Quan Wang, Kangjian He

Journal of Sensors

会议论文

2019

MRI and PET/SPECT Fusion with Pseudo Spatial Frequency in Local Laplacian Filter Domain

Lingyu Meng, Rencan Nie, Xiaopeng Guo, Min He, Kangjian He

Proceedings of 2019 the 8th International Conference on Informatics, Environment, Energy and Applications (IEEA 2019)

2016

Image specific target detection and localization based on locally adaptive regression kernels algorithm

Kangjian He, Dongming Zhou, Rencan Nie, Xin Jin, Quan Wang

IEEE International Conference on Communication Software and Networks

预印本

2026

Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos

Yanan Liu, Qinya Li, Hao Zhang, Kangjian He, Xuan Yang, Hao Li, Dan Xu, Lei Li

arXiv preprint

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