Jia Liu

4.3k citations

153 papers · 3.4k · 2 hit papers · h-index 29

Impact in

Media Technology top 0.1%
- Remote-Sensing Image Classification
- Advanced Image Fusion Techniques
Atmospheric Science top 2%
- Remote Sensing and Land Use

Papers in

Media Technology 68
- Remote-Sensing Image Classification 60
- Advanced Image Fusion Techniques 13
Computer Vision and Pattern Recognition 46
- Video Surveillance and Tracking Methods 10
- Advanced Image and Video Retrieval Techniques 9
- Image and Signal Denoising Methods 9
- Image Retrieval and Classification Techniques 9

Co-authors: Maoguo Gong (26 shared papers)Puzhao Zhang (8 shared papers)Licheng Jiao (13 shared papers)Linzhi Su (7 shared papers)Jiaojiao Zhao (3 shared papers)Qiguang Miao (4 shared papers)A. K. Qin (3 shared papers)Hao Li (10 shared papers)
Journals: IEEE Transactions on Geoscience and Remote Sensing (27 papers)IEEE Transactions on Neural Networks and Learning Systems (6 papers)IEEE Geoscience and Remote Sensing Letters (4 papers)IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (3 papers)Remote Sensing (3 papers)
Partner nations: China United States Hong Kong

In The Last Decade

Jia Liu

142 papers receiving 3.3k citations

Jia Liu's Hit Papers

align trajectories log scale

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images 2016 · 410 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.

2016 IEEE Transactions on Neural Networks and Learning Systems
2015 IEEE Transactions on Neural Networks and Learning Systems

Peers

Countries citing papers authored by Jia Liu

Since Specialization

Citations

This map shows the geographic impact of Jia Liu'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 Jia Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jia Liu more than expected).

Fields of papers citing papers by Jia Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jia Liu. 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 Jia Liu. The network helps show where Jia Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Jia Liu, 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 Jia Liu Line = papers co-authored together Jia Liu 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 153 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks IEEE Transactions on Neural Networks and Learning Systems ·Maoguo Gong, Jiaojiao Zhao, Jia Liu, Qiguang Miao, Licheng Jiao Hit paper breakdown →	2015	509
2	A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images IEEE Transactions on Neural Networks and Learning Systems ·Jia Liu, Maoguo Gong, A. K. Qin, Puzhao Zhang Hit paper breakdown →	2016	410
3	Change detection based on deep feature representation and mapping transformation for multi-spatial-resolution remote sensing images ISPRS Journal of Photogrammetry and Remote Sensing ·Puzhao Zhang, Maoguo Gong, Linzhi Su, Jia Liu, Zhizhou Li	2016	245
4	A Multiobjective Sparse Feature Learning Model for Deep Neural Networks IEEE Transactions on Neural Networks and Learning Systems ·Maoguo Gong, Jia Liu, Hao Li, Qing Cai, Linzhi Su	2015	155
5	Coupled Dictionary Learning for Change Detection From Multisource Data IEEE Transactions on Geoscience and Remote Sensing ·Maoguo Gong, Puzhao Zhang, Linzhi Su, Jia Liu	2016	111
6	Discriminative Feature Learning for Unsupervised Change Detection in Heterogeneous Images Based on a Coupled Neural Network IEEE Transactions on Geoscience and Remote Sensing ·Wei Zhao, Zhirui Wang, Maoguo Gong, Jia Liu	2017	92
7	A Multiobjective Cooperative Coevolutionary Algorithm for Hyperspectral Sparse Unmixing IEEE Transactions on Evolutionary Computation ·Maoguo Gong, Hao Li, (unknown), Jing Liu, Jia Liu	2016	85
8	Structure Learning for Deep Neural Networks Based on Multiobjective Optimization IEEE Transactions on Neural Networks and Learning Systems ·Jia Liu, Maoguo Gong, Qiguang Miao, Xiaogang Wang, Hao Li	2017	83
9	A Review: The Anti-inflammatory, Anticancer and Antibacterial Properties of Four Kinds of Licorice Flavonoids Isolated from Licorice Current Medicinal Chemistry ·Zefeng Wang, Jia Liu, Yong-An Yang, Hai‐Liang Zhu	2018	78
10	An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Pattern Recognition ·Jia Liu, Wenjie Xuan, Yuhang Gan, Yibing Zhan, Juhua Liu, Bo Du	2022	58
11	A multiobjective fuzzy clustering method for change detection in SAR images Applied Soft Computing ·Hao Li, Maoguo Gong, Qiao Wang, Jia Liu, Linzhi Su	2015	57
12	Deep learning and mapping based ternary change detection for information unbalanced images Pattern Recognition ·Linzhi Su, Maoguo Gong, Puzhao Zhang, Mingyang Zhang, Jia Liu, Hailun Yang	2017	56
13	Cloud/shadow segmentation based on global attention feature fusion residual network for remote sensing imagery International Journal of Remote Sensing ·Min Xia, Tao Wang, Yonghong Zhang, Jia Liu, Yiqing Xu	2020	52
14	Detecting cyberattacks in industrial control systems using online learning algorithms Neurocomputing ·Guangxia Li, Yulong Shen, Peilin Zhao, Xiao Lu, Jia Liu, Yangyang Liu, Steven C. H. Hoi	2019	50
15	Difference representation learning using stacked restricted Boltzmann machines for change detection in SAR images Soft Computing ·Jia Liu, Maoguo Gong, Jiaojiao Zhao, Hao Li, Licheng Jiao	2014	49
16	Probiotic-loaded calcium alginate/fucoidan hydrogels for promoting oral ulcer healing International Journal of Biological Macromolecules ·Xue Dou, Guotai Li, Shuang Wang, Dan Shao, Danyang Wang, Xuyang Deng, Yanli Zhu, Pengyu Gao, Jia Liu, Na Deng, Changqing Yuan, Qihui Zhou	2023	46
17	Deep learning to classify difference image for image change detection Jiaojiao Zhao, Maoguo Gong, Jia Liu, Licheng Jiao	2014	43
18	Unsupervised Difference Representation Learning for Detecting Multiple Types of Changes in Multitemporal Remote Sensing Images IEEE Transactions on Geoscience and Remote Sensing ·Puzhao Zhang, Maoguo Gong, Hui Zhang, Jia Liu, Yifang Ban	2018	43
19	Bipartite Differential Neural Network for Unsupervised Image Change Detection IEEE Transactions on Neural Networks and Learning Systems ·Jia Liu, Maoguo Gong, A. K. Qin, Kay Chen Tan	2019	42
20	Decomposition-Based Evolutionary Multiobjective Optimization to Self-Paced Learning IEEE Transactions on Evolutionary Computation ·Maoguo Gong, Hao Li, Deyu Meng, (unknown), Jia Liu	2018	42

About Jia Liu

Jia Liu is a scholar working on Media Technology, Computer Vision and Pattern Recognition, Atmospheric Science, Artificial Intelligence and Ecology, having authored 153 papers that have together received 3.4k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (60 papers), Remote Sensing and Land Use (36 papers), Remote Sensing in Agriculture (19 papers), Advanced Image Fusion Techniques (13 papers), Video Surveillance and Tracking Methods (10 papers), Advanced Image and Video Retrieval Techniques (9 papers), Image and Signal Denoising Methods (9 papers) and Image Retrieval and Classification Techniques (9 papers). The work is most often cited by research in Media Technology (1.9k citations), Atmospheric Science (1.2k citations), Computer Vision and Pattern Recognition (808 citations), Ecology (669 citations) and Artificial Intelligence (732 citations). Jia Liu has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Maoguo Gong, Puzhao Zhang, Licheng Jiao, Linzhi Su, Jiaojiao Zhao, Qiguang Miao, A. K. Qin, Hao Li, Wenhua Zhang and Liang Xiao. Their work appears in journals such as IEEE Transactions on Geoscience and Remote Sensing, IEEE Transactions on Neural Networks and Learning Systems, IEEE Geoscience and Remote Sensing Letters, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing and Remote Sensing.

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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Jia Liu

Jia Liu's Hit Papers

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About Jia Liu

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