Sicong Liu

6.3k citations

178 papers · 4.8k indexed · 4 hit papers · h-index 34

Impact in

Media Technology top 0.05%
- Remote-Sensing Image Classification
- Advanced Image Fusion Techniques
Atmospheric Science top 1%
- Remote Sensing and Land Use

Papers in

Media Technology 88
- Remote-Sensing Image Classification 84
- Advanced Image Fusion Techniques 24
Atmospheric Science 66
- Remote Sensing and Land Use 63

Co-authors: Peijun Du Lorenzo Bruzzone Alim Samat Francesca Bovolo Xiaohua Tong Junshi Xia Jun Li Antonio Plaza
Journals: IEEE Transactions on Geoscience and Remote Sensing (22 papers)IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (21 papers)Remote Sensing (14 papers)IEEE Geoscience and Remote Sensing Letters (11 papers)ISPRS Journal of Photogrammetry and Remote Sensing (6 papers)
Partner nations: China Italy United States

In The Last Decade

Sicong Liu

158 papers receiving 4.7k citations

Hit Papers

align trajectories log scale

Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images 2022 · 149 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
2019 IEEE Geoscience and Remote Sensing Magazine
2017 IEEE Geoscience and Remote Sensing Magazine
2015 ISPRS Journal of Photogrammetry and Remote Sensing

Peers

Countries citing papers authored by Sicong Liu

Since Specialization

Citations

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

Fields of papers citing papers by Sicong Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Sicong 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 Sicong Liu Line = papers co-authored together Sicong Liu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework ISPRS Journal of Photogrammetry and Remote Sensing ·Leilei Jiao, Peng Luo, Rong Huang, Yusheng Xu, Zhen Ye, Sicong Liu, Shijie Liu, Xiaohua Tong	2025	2
2	Segmentation and Spatiotemporal Analysis of Martian Dust Storms Using a U‐Net Based Model With Attention Modules Transactions in GIS ·Xiangyu Long, Chao Wang, Xiaohua Tong, Xiong Xu, Huan Xie, Yongjiu Feng, Yusheng Xu, Sicong Liu, Yanmin Jin	2025	0
3	In-situ mapping of iron and titanium with the visible and near-infrared image spectrometer (VNIS) along the Yutu-2 rover traverse on the farside of the moon Icarus ·Sicong Liu, Kecheng Du, Xiaohua Tong, Huan Xie, Yongjiu Feng, Yanmin Jin, Chao Wang, Hui Zhao, Jie Zhang	2024	2
4	Automatic extraction of Transverse Aeolian Ridges (TARs) and analysis of landform influence for the Zhurong landing area on Mars Geomorphology ·Jie Zhang, Sicong Liu, Kecheng Du, Xiaohua Tong, Huan Xie, Yongjiu Feng, Yanmin Jin, Yizhang Lin, Bo Wan	2024	2
5	Data fidelity-oriented spatial-spectral fusion of CRISM and CTX images ISPRS Journal of Photogrammetry and Remote Sensing ·Qunming Wang, Wenjing Ma, Sicong Liu, Xiaohua Tong, Peter M. Atkinson	2024	1
6	Deforestation detection from spaceborne full-waveform laser altimetry, incorporating terrain effects: A case study in Porto Velho, Brazil International Journal of Applied Earth Observation and Geoinformation ·Min Ji, Huan Xie, Jürgen Oberst, Qi Xu, Yuan Sun, Sicong Liu, Changda Liu, Xiaohua Tong	2024	1
7	In Situ Nanofiber Formation Blocks AXL and GAS6 Binding to Suppress Ovarian Cancer Development Advanced Materials ·Han Yin, Yue Hua, Songwei Feng, Yi Xu, Yue Ding, Sicong Liu, Dongsheng Chen, Furong Du, Gaolin Liang, Wenjun Zhan, Yang Shen	2024	10
8	MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping IEEE Transactions on Geoscience and Remote Sensing ·Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu	2024	8
9	Cancer-associated fibroblast-secreted FGF7 as an ovarian cancer progression promoter Journal of Translational Medicine ·Songwei Feng, Bo Ding, Zhu Dai, Han Yin, Yue Ding, Sicong Liu, Ke Zhang, Hao Lin, Zhongdang Xiao, Yang Shen	2024	14
10	Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification IEEE Transactions on Geoscience and Remote Sensing ·Yongjie Zheng, Sicong Liu, Hao Chen, Lorenzo Bruzzone	2024	8
11	A Novel Cross-Instrument Spectral Harmonization Approach for Mars In Situ LIBS Data IEEE Transactions on Geoscience and Remote Sensing ·Haofeng Zeng, Sicong Liu, Zhuoxian Zhang, Xiangfeng Liu, Xiaohua Tong, Huan Xie, Kecheng Du, Jie Zhang	2024	3
12	An Attention-Enhanced Feature Fusion Network (AeF ² N) for Hyperspectral Image Classification IEEE Geoscience and Remote Sensing Letters ·Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone	2023	4
13	Determination of Elemental Composition and Content in Stream Sediments by Laser-Induced Breakdown Spectroscopy Chemosensors ·Hongpeng Wang, Xinru Yan, Yingjian Xin, Peipei Fang, Yian Wang, Sicong Liu, Jianjun Jia, Liang Zhang, Xiong Wan	2023	2
14	Faster, Stronger, and More Interpretable: Massive Transformer Architectures for Vision-Language Tasks Tong Chen, Sicong Liu, Zhiran Chen, Wenyan Hu, Dachi Chen, Yuanxin Wang, Qi Lyu, Cindy Le, Wenping Wang	2023	0
15	A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification IEEE Transactions on Geoscience and Remote Sensing ·Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang	2022	34
16	Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao	2021	11
17	GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia	2021	39
18	A Review of Change Detection in Multitemporal Hyperspectral Images: Current Techniques, Applications, and Challenges IEEE Geoscience and Remote Sensing Magazine ·Sicong Liu, Daniele Marinelli, Lorenzo Bruzzone, Francesca Bovolo Hit paper breakdown →	2019	288
19	Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas International Journal of Applied Earth Observation and Geoinformation ·Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili	2018	14
20	Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art IEEE Geoscience and Remote Sensing Magazine ·Pedram Ghamisi, Naoto Yokoya, Jun Li, Wenzhi Liao, Sicong Liu, Javier Plaza, Behnood Rasti, Antonio Plaza Hit paper breakdown →	2017	647

About Sicong Liu

Sicong Liu is a scholar working on Media Technology, Atmospheric Science, Computational Mathematics, Computer Vision and Pattern Recognition and Environmental Engineering, having authored 178 papers that have together received 4.8k indexed citations. Recurring topics across this work include Remote-Sensing Image Classification (84 papers), Remote Sensing and Land Use (63 papers), Remote Sensing in Agriculture (31 papers), Advanced Image Fusion Techniques (24 papers), Planetary Science and Exploration (19 papers), Remote Sensing and LiDAR Applications (12 papers), Land Use and Ecosystem Services (11 papers) and Advanced Image and Video Retrieval Techniques (11 papers). The work is most often cited by research in Media Technology (3.0k citations), Atmospheric Science (1.9k citations), Ecology (1.2k citations), Computer Vision and Pattern Recognition (945 citations) and Environmental Engineering (499 citations). Sicong Liu has collaborated with scholars based in China, Italy and United States. Frequent co-authors include Peijun Du, Lorenzo Bruzzone, Alim Samat, Francesca Bovolo, Xiaohua Tong, Junshi Xia, Jun Li, Antonio Plaza, Naoto Yokoya and Behnood Rasti. Their work appears in journals such as IEEE Transactions on Geoscience and Remote Sensing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Remote Sensing, IEEE Geoscience and Remote Sensing Letters and ISPRS Journal of Photogrammetry 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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