Xin He

2.9k citations

84 papers · 2.2k · 2 hit papers · h-index 23

Impact in

Media Technology top 0.2%
- Remote-Sensing Image Classification
- Advanced Image Fusion Techniques
Atmospheric Science top 5%
- Remote Sensing and Land Use

Papers in

Computer Vision and Pattern Recognition 29
- Advanced Image and Video Retrieval Techniques 7
- Face and Expression Recognition 5
- Visual Attention and Saliency Detection 5
Media Technology 27
- Remote-Sensing Image Classification 25

Co-authors: Yushi Chen (20 shared papers)Pedram Ghamisi (7 shared papers)Zhouhan Lin (1 shared paper)Rui Yao (2 shared papers)Yong Zhou (2 shared papers)Jiaqi Zhao (2 shared papers)Eric C. Frey (8 shared papers)Di Zhang (1 shared paper)
Journals: IEEE Geoscience and Remote Sensing Letters (7 papers)IEEE Transactions on Geoscience and Remote Sensing (7 papers)Remote Sensing (6 papers)IEEE Transactions on Medical Imaging (4 papers)Optical Engineering (2 papers)
Partner nations: China United States Germany

In The Last Decade

Xin He

79 papers receiving 2.2k citations

Hit Papers

align trajectories log scale

Swin Transformer Embedding UNet for Remote Sensing Image Semantic Segmentation 2022 · 343 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 IEEE Transactions on Geoscience and Remote Sensing
2021 Remote Sensing

Peers

Countries citing papers authored by Xin He

Since Specialization

Citations

This map shows the geographic impact of Xin He's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xin He with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xin He more than expected).

Fields of papers citing papers by Xin He

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xin He. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xin He. The network helps show where Xin He may publish in the future.

Co-authors

The 25 scholars most cited alongside Xin He, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xin He Line = papers co-authored together Xin He links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 84 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Swin Transformer Embedding UNet for Remote Sensing Image Semantic Segmentation IEEE Transactions on Geoscience and Remote Sensing ·Xin He, Yong Zhou, Jiaqi Zhao, Di Zhang, Rui Yao, Yong Xue Hit paper breakdown →	2022	343
2	Spatial-Spectral Transformer for Hyperspectral Image Classification Remote Sensing ·Xin He, Yushi Chen, Zhouhan Lin Hit paper breakdown →	2021	321
3	Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification IEEE Transactions on Geoscience and Remote Sensing ·Yushi Chen, Kaiqiang Zhu, Lin Zhu, Xin He, Pedram Ghamisi, Jón Atli Benediktsson	2019	158
4	Heterogeneous Transfer Learning for Hyperspectral Image Classification Based on Convolutional Neural Network IEEE Transactions on Geoscience and Remote Sensing ·Xin He, Yushi Chen, Pedram Ghamisi	2019	143
5	Deep Learning Ensemble for Hyperspectral Image Classification IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Yushi Chen, Ying Wang, Yanfeng Gu, Xin He, Pedram Ghamisi, Xiuping Jia	2019	123
6	Model Observers in Medical Imaging Research Theranostics ·Xin He, Subok Park	2013	82
7	Study of the Cooling Effects of Urban Green Space in Harbin in Terms of Reducing the Heat Island Effect Sustainability ·Meng Huang, Peng Cui, Xin He	2018	75
8	Optimized Input for CNN-Based Hyperspectral Image Classification Using Spatial Transformer Network IEEE Geoscience and Remote Sensing Letters ·Xin He, Yushi Chen	2019	69
9	Attacking vision-based perception in end-to-end autonomous driving models Journal of Systems Architecture ·Adith Boloor, Karthik Garimella, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang	2020	63
10	Transferring CNN Ensemble for Hyperspectral Image Classification IEEE Geoscience and Remote Sensing Letters ·Xin He, Yushi Chen	2020	59
11	Dual Graph Convolutional Network for Hyperspectral Image Classification With Limited Training Samples IEEE Transactions on Geoscience and Remote Sensing ·Xin He, Yushi Chen, Pedram Ghamisi	2021	47
12	Spectral-Spatial Mamba for Hyperspectral Image Classification Remote Sensing ·Lingbo Huang, Yushi Chen, Xin He	2024	45
13	An investigation of the trade-off between the count level and image quality in myocardial perfusion SPECT using simulated images: the effects of statistical noise and object variability on defect detectability Physics in Medicine and Biology ·Xin He, Jonathan M. Links, Eric C. Frey	2010	33
14	Three-Class ROC Analysis—The Equal Error Utility Assumption and the Optimality of Three-Class ROC Surface Using the Ideal Observer IEEE Transactions on Medical Imaging ·Xin He, Eric C. Frey	2006	29
15	Toward Realistic and Practical Ideal Observer (IO) Estimation for the Optimization of Medical Imaging Systems IEEE Transactions on Medical Imaging ·Xin He, Brian Caffo, Eric C. Frey	2008	29
16	Foundation Model-Based Multimodal Remote Sensing Data Classification IEEE Transactions on Geoscience and Remote Sensing ·Xin He, Yushi Chen, Lingbo Huang, Danfeng Hong, Qian Du	2023	29
17	Saliency detection based on integrated features Neurocomputing ·Huiyun Jing, Xin He, Qi Han, Ahmed A. Abd El‐Latif, Xiamu Niu	2013	28
18	LiDAR Data Classification Using Morphological Profiles and Convolutional Neural Networks IEEE Geoscience and Remote Sensing Letters ·Aili Wang, Xin He, Pedram Ghamisi, Yushi Chen	2018	27
19	LiDAR Data Classification Using Spatial Transformation and CNN IEEE Geoscience and Remote Sensing Letters ·Xin He, Aili Wang, Pedram Ghamisi, Guoyu Li, Yushi Chen	2018	26
20	Detection of early bruises on apples using hyperspectral reflectance imaging coupled with optimal wavelengths selection and improved watershed segmentation algorithm Journal of the Science of Food and Agriculture ·Xi Tian, Xuefeng Liu, Xin He, Chi Zhang, Jiangbo Li, Wenqian Huang	2023	26

About Xin He

Xin He is a scholar working on Computer Vision and Pattern Recognition, Media Technology, Atmospheric Science, Radiology, Nuclear Medicine and Imaging and Biomedical Engineering, having authored 84 papers that have together received 2.2k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (25 papers), Remote Sensing and Land Use (15 papers), Medical Imaging Techniques and Applications (9 papers), Advanced Image and Video Retrieval Techniques (7 papers), Advanced X-ray and CT Imaging (5 papers), Advanced Chemical Sensor Technologies (5 papers), Face and Expression Recognition (5 papers) and Visual Attention and Saliency Detection (5 papers). The work is most often cited by research in Media Technology (1.1k citations), Atmospheric Science (588 citations), Computer Vision and Pattern Recognition (623 citations), Environmental Engineering (217 citations) and Artificial Intelligence (357 citations). Xin He has collaborated with scholars based in China, United States and Germany. Frequent co-authors include Yushi Chen, Pedram Ghamisi, Zhouhan Lin, Rui Yao, Yong Zhou, Jiaqi Zhao, Eric C. Frey, Di Zhang, Yong Xue and Subok Park. Their work appears in journals such as IEEE Geoscience and Remote Sensing Letters, IEEE Transactions on Geoscience and Remote Sensing, Remote Sensing, IEEE Transactions on Medical Imaging and Optical Engineering.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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