Kangjian He

According to our database, Kangjian He authored at least 66 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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 Trans. Circuits Syst. Video Technol., June, 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

CoRR, May, 2026

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

Jundong Zhang, Yanan Guo, Kangjian He, Dan Xu, Songhan Zheng, Wencheng Mei

Multim. Syst., February, 2026

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

Yueying Luo, Kangjian He, Dan Xu

Pattern Recognit., 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 Syst. Appl., 2026

DIFusion: Multimodal medical image fusion based on detail preservation and invertible neural networks.

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

Biomed. Signal Process. Control., 2026

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

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

Biomed. Signal Process. Control., 2026

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

J. Supercomput., August, 2025

$\hbox {KD}^{3}$mt: knowledge distillation-driven dynamic mixer transformer for medical image fusion.

Zhaijuan Ding, Yanyu Liu, Sen Liu, Kangjian He, Dongming Zhou

Vis. Comput., April, 2025

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 Trans. Emerg. Top. Comput. Intell., February, 2025

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

Jundong Zhang, Kangjian He, Dan Xu, Hongzhen Shi

IEEE Trans. Consumer Electron., February, 2025

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

J. Supercomput., January, 2025

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 Process. Image Commun., 2025

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

Tao Feng, Kangjian He, Geng Yue, Junkai Yin

J. Electronic Imaging, 2025

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

Zilong Xue, Kangjian He, Dan Xu, Jian Gong

IET Image Process., 2025

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

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

Eng. Appl. Artif. Intell., 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

Comput. Biol. Medicine, 2025

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

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

Biomed. Signal Process. Control., 2025

Cross-subject emotion recognition with contrastive learning based on EEG signal correlations.

Mengting Hu, Dan Xu, Kangjian He, Kunyuan Zhao, Hao Zhang

Biomed. Signal Process. Control., 2025

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

Biomed. Signal Process. Control., 2025

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

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

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

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

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

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

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

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Construct a Powerful Discriminative Relationship for Few-Shot Action Recognition.

Qianhan Tang, Yanan Liu, Ningxin Wang, Kangjian He, Hao Zhang, Dan Xu

Proceedings of the IEEE International Conference on Multimedia and Expo, 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 Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

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

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

Vis. Comput., October, 2024

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

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

Multim. Tools Appl., August, 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 J. Biomed. Health Informatics, June, 2024

Affective image recognition with multi-attribute knowledge in deep neural networks.

Hao Zhang, Gaifang Luo, Yingying Yue, Kangjian He, Dan Xu

Multim. Tools Appl., February, 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

Knowl. Based Syst., 2024

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

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

Eng. Appl. Artif. Intell., 2024

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

Songhan Zheng, Dan Xu, Kangjian He

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

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

Shanshan Chen, Dan Xu, Kangjian He

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

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

Yi Li, Kangjian He, Dan Xu

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

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

Vis. Comput., December, 2023

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

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

Vis. Comput., November, 2023

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

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

Neural Comput. Appl., October, 2023

Skeleton-based Human Action Recognition via Large-kernel Attention Graph Convolutional Network.

Yanan Liu, Hao Zhang, Yanqiu Li, Kangjian He, Dan Xu

IEEE Trans. Vis. Comput. Graph., 2023

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 Trans. Multim., 2023

Low-light image enhancement for infrared and visible image fusion.

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

IET Image Process., 2023

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

Wenbo Liu, Kangjian He, Dan Xu

Proceedings of the 6th International Conference on Image and Graphics Processing, 2023

Boosting Image Emotion Analysis via Coupling Dependent Attentive Model.

Xiao Han, Hao Zhang, Zhaoyu Xiong, Yanan Liu, Kangjian He, Dan Xu

Proceedings of the 6th International Conference on Image and Graphics Processing, 2023

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

Kai Chen, Kangjian He, Dan Xu

Proceedings of the 6th International Conference on Image and Graphics Processing, 2023

2022

Learning multi-level representations for affective image recognition.

Hao Zhang, Dan Xu, Gaifang Luo, Kangjian He

Neural Comput. Appl., 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 Comput. Appl., 2022

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

Kangjian He, Jian Gong, Dan Xu

Multim. Tools Appl., 2022

Graph transformer network with temporal kernel attention for skeleton-based action recognition.

Yanan Liu, Hao Zhang, Dan Xu, Kangjian He

Knowl. Based Syst., 2022

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

Yueying Luo, Kangjian He, Dan Xu, Wenxia Yin

J. Electronic Imaging, 2022

OsaMOT: Occlusion and scale-aware multi-object tracking algorithm for low viewpoint.

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

IET Image Process., 2022

Precision Inspection and Evaluation System for Paper Packaging of Cigarettes.

Jian Gong, Haipeng Li, Dan Xu, Kangjian He, Hao Zhang, Chao Zhang, Zhong Luo

Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

Image Inpainting Based on Edge Features and Attention Mechanism.

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

Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

2021

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

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

Vis. Informatics, 2021

Regions Preserving Edge Enhancement for Multisensor-Based Medical Image Fusion.

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

IEEE Trans. Instrum. Meas., 2021

Adaptive colour restoration and detail retention for image enhancement.

Kangjian He, Dapeng Tao, Dan Xu

IET Image Process., 2021

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

Yan Zhao, Dan Xu, Kangjian He

Proceedings of the ICIGP 2021: The 4th International Conference on Image and Graphics Processing, Sanya, China, 1, 2021

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 Trans. Multim., 2019

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 Comput., 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 the 8th International Conference on Informatics, 2019

2018

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 Comput., 2018

A lightweight scheme for multi-focus image fusion.

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

Multim. Tools Appl., 2018

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

Kangjian He, Dongming Zhou, Xuejie Zhang, Rencan Nie

J. Sensors, 2018

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

Kangjian He, Dongming Zhou, Xuejie Zhang, Rencan Nie

Neurocomputing, 2018

Color Transfer Pulse-Coupled Neural Networks for Underwater Robotic Visual Systems.

Kangjian He, Ruxin Wang, Dapeng Tao, Jun Cheng, Weifeng Liu

IEEE Access, 2018

2016

基于拉普拉斯金字塔与PCNN-SML的图像融合算法 (Image Fusion Algorithm Using LP Transformation and PCNN-SML).

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

计算机科学, 2016

Multifocus Color Image Fusion Based on NSST and PCNN.

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

J. Sensors, 2016

Analysis of Similarity/Dissimilarity of DNA Sequences Based on Pulse Coupled Neural Network.

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

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2016