Xian-Hua Han

Xian-Hua Han

Yamaguchi University

H-index: 28

Asia-Japan

About Xian-Hua Han

Xian-Hua Han, With an exceptional h-index of 28 and a recent h-index of 25 (since 2020), a distinguished researcher at Yamaguchi University, specializes in the field of Machine learning, Pattern Recognition, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Hyperspectral image super resolution using deep internal and self‐supervised learning

Medical image segmentation data augmentation method based on channel weight and data-efficient features

Dual Directional Complementary Gradient Fusion and Deep Refinement for Hyperspectral Image Super Resolution

Deep Versatile Hyperspectral Reconstruction Model from A Snapshot Measurement with Arbitrary Masks

DEA: Data-efficient augmentation for interpretable medical image segmentation

FedEL: Federated ensemble learning for non-iid data

Coupled image and kernel prior learning for high-generalized super-resolution

Zero-Shot Blind Learning for Single-Image Super-Resolution

Xian-Hua Han Information

University

Position

Faculty of Science

Citations(all)

4371

Citations(since 2020)

3660

Cited By

1176

hIndex(all)

28

hIndex(since 2020)

25

i10Index(all)

86

i10Index(since 2020)

60

Email

University Profile Page

Yamaguchi University

Google Scholar

View Google Scholar Profile

Xian-Hua Han Skills & Research Interests

Machine learning

Pattern Recognition

Computer Vision

Top articles of Xian-Hua Han

Title

Journal

Author(s)

Publication Date

Hyperspectral image super resolution using deep internal and self‐supervised learning

CAAI Transactions on Intelligence Technology

Zhe Liu

Xian‐Hua Han

2024/2/13

Medical image segmentation data augmentation method based on channel weight and data-efficient features

Sheng wu yi xue gong cheng xue za zhi= Journal of biomedical engineering= Shengwu yixue gongchengxue zazhi

Xing Wu

Chenjie Tao

Zhi Li

Jian Zhang

Qun Sun

...

2024/4/25

Dual Directional Complementary Gradient Fusion and Deep Refinement for Hyperspectral Image Super Resolution

YinWei Du

Jian Wang

Xing Wu

Xian-Hua Han

2024/4/14

Deep Versatile Hyperspectral Reconstruction Model from A Snapshot Measurement with Arbitrary Masks

Takumi Takabe

Xian-Hua Han

Yen-Wei Chen

2024/4/14

DEA: Data-efficient augmentation for interpretable medical image segmentation

Biomedical Signal Processing and Control

Xing Wu

Zhi Li

Chenjie Tao

Xianhua Han

Yen-Wei Chen

...

2024/3/1

FedEL: Federated ensemble learning for non-iid data

Expert Systems with Applications

Xing Wu

Jie Pei

Xian-Hua Han

Yen-Wei Chen

Junfeng Yao

...

2024/3/1

Coupled image and kernel prior learning for high-generalized super-resolution

Neurocomputing

Xian-Hua Han

Kazuhiro Yamawaki

Huiyan Jiang

2024/5/28

Zero-Shot Blind Learning for Single-Image Super-Resolution

Information

Kazuhiro Yamawaki

Xian-Hua Han

2023/1/5

Local to global prior Learning for blind Unsupervised Image super Resolution

Kazuhiro Yamawaki

Xian-Hua Han

2023/6/4

Unsupervised Domain Adaptation Using Fourier Phase Enhanced Training Images for Liver Tumors Detection in Multi-phase CT Images

Rahul Kumar Jain

Takahiro Sato

Ahmed M El-Sayed

Taro Watasue

Tomohiro Nakagawa

...

2023/7/24

3D Multiple-Contextual ROI-Attention Network for Efficient and Accurate Volumetric Medical Image Segmentation

IEICE TRANSACTIONS on Information and Systems

He Li

Yutaro Iwamoto

Xianhua Han

Lanfen Lin

Akira Furukawa

...

2023/5/1

任意の物理マスクに対応可能な深層ハイパースペクトル再構成モデル

IEICE Conferences Archives

高部巧, 韓先花

2023/2/28

Bottleneck transformer model with channel self-attention for skin lesion classification

Masato Tada

Xian-Hua Han

2023/7/23

Coarse-To-Fine Pyramid Feature Mining for Wheat Head Detection

Sho Harada

Xian-Hua Han

2023/10/8

ResMLP_GGR: Residual Multilayer Perceptrons-Based Genotype-Guided Recurrence Prediction of Non-small Cell Lung Cancer

Journal of Image and Graphics

Yang Ai

Yinhao Li

Yen-Wei Chen

Panyanat Aonpong

Xianhua Han

2023/6

A Hybrid Wheat Head Detection model with Incorporated CNN and Transformer

Sho Harada

Xian-Hua Han

2023/7/23

A Lightweight Network for Contextual and Morphological Awareness for Hepatic Vein Segmentation

IEEE Journal of Biomedical and Health Informatics

Guoyu Tong

Huiyan Jiang

Tianyu Shi

Xian-Hua Han

Yu-Dong Yao

2023/8/16

ボトルネック転置トランスフォーマーを用いた皮膚病変画像分類モデルの精度向上

IEICE Conferences Archives

多田晟人, 韓先花

2023/2/28

GND-PCA Method for Identification of Gene Functions Involved in Asymmetric Division of C. elegans

Mathematics

Sihai Yang

Xian-Hua Han

Yen-Wei Chen

2023/4/25

A Boundary-Enhanced Liver Segmentation Network for Multi-Phase CT Images with Unsupervised Domain Adaptation

Bioengineering

Swathi Ananda

Rahul Kumar Jain

Yinhao Li

Yutaro Iwamoto

Xian-Hua Han

...

2023/7/28

See List of Professors in Xian-Hua Han University(Yamaguchi University)

Co-Authors

H-index: 46
Jian Wu (吴健)

Jian Wu (吴健)

Zhejiang University

H-index: 42
Boxin Shi

Boxin Shi

Peking University

H-index: 38
Xing Wu

Xing Wu

Shanghai University

H-index: 16
Amir Hossein Foruzan

Amir Hossein Foruzan

Shahed University

H-index: 7
En Yu 于 恩

En Yu 于 恩

University of Technology

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