Shiming Xiang

14.3k citations

232 papers · 9.4k indexed · 7 hit papers · h-index 48

Impact in

Media Technology top 0.05%
- Remote-Sensing Image Classification
- Advanced Image Fusion Techniques
Computer Vision and Pattern Recognition top 0.1%
- Advanced Image and Video Retrieval Techniques
- Face and Expression Recognition
- Advanced Neural Network Applications
- Video Surveillance and Tracking Methods
- Image Enhancement Techniques

Papers in

Computer Vision and Pattern Recognition 165
- Advanced Image and Video Retrieval Techniques 63
- Advanced Neural Network Applications 45
- Multimodal Machine Learning Applications 28
- Image Retrieval and Classification Techniques 25
- Face and Expression Recognition 24
- Advanced Vision and Imaging 23
Media Technology 59
- Remote-Sensing Image Classification 37

Co-authors: Chunhong Pan Gaofeng Meng Feiping Nie Changshui Zhang Bin Fan Lingfeng Wang Yongcheng Liu Jiangyong Duan
Journals: Pattern Recognition (16 papers)Neurocomputing (15 papers)IEEE Geoscience and Remote Sensing Letters (11 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (10 papers)IEEE Transactions on Multimedia (9 papers)
Partner nations: China United States Singapore

In The Last Decade

Shiming Xiang

217 papers receiving 9.1k citations

Hit Papers

7 papers align trajectories log scale

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review 2024 · 78 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.

2024 Remote Sensing
2020 AugFPN: Improving Multi-Scale Feature Learning for Object Detection
2019 DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing
2019 Relation-Shape Convolutional Neural Network for Point Cloud Analysis
2017 IEEE Transactions on Geoscience and Remote Sensing
2013 Efficient Image Dehazing with Boundary Constraint and Contextual Regularization
2008 Pattern Recognition

Peers

Countries citing papers authored by Shiming Xiang

Since Specialization

Citations

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

Fields of papers citing papers by Shiming Xiang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Leveraging Privileged Information for Partially Observable Reinforcement Learning IEEE Transactions on Games ·Jinqiu Li, Enmin Zhao, Tong Wei, Junliang Xing, Shiming Xiang	2025	0
2	SMALNet: Segment Anything Model Aided Lightweight Network for Infrared Image Segmentation Infrared Physics & Technology ·Kun Ding, Shiming Xiang, Chunhong Pan	2024	1
3	Reusable Architecture Growth for Continual Stereo Matching IEEE Transactions on Pattern Analysis and Machine Intelligence ·Chenghao Zhang, Gaofeng Meng, Bin Fan, Kun Tian, Zhaoxiang Zhang, Shiming Xiang, Chunhong Pan	2024	3
4	Defying Imbalanced Forgetting in Class Incremental Learning Proceedings of the AAAI Conference on Artificial Intelligence ·Xu Shi-xiong, Gaofeng Meng, Xing Nie, Bolin Ni, Bin Fan, Shiming Xiang	2024	0
5	MoBoo: Memory-Boosted Vision Transformer for Class-Incremental Learning IEEE Transactions on Circuits and Systems for Video Technology ·Bolin Ni, Xing Nie, Chenghao Zhang, Shixiong Xu, Xin Zhang, Gaofeng Meng, Shiming Xiang	2024	5
6	Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers IEEE Geoscience and Remote Sensing Letters ·Qizhao Jin, Xinbang Zhang, Xinyu Xiao, Ying Wang, Shiming Xiang, Chunhong Pan	2023	6
7	Pro-Tuning: Unified Prompt Tuning for Vision Tasks IEEE Transactions on Circuits and Systems for Video Technology ·Xing Nie, Bolin Ni, Jianlong Chang, Gaofeng Meng, Chunlei Huo, Shiming Xiang, Qi Tian	2023	34
8	SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Qizhao Jin, Xinbang Zhang, Xinyu Xiao, Ying Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan	2023	16
9	Decoupled Representation Learning for Character Glyph Synthesis IEEE Transactions on Multimedia ·Xiyan Liu, Gaofeng Meng, Jianlong Chang, Ruiguang Hu, Shiming Xiang, Chunhong Pan	2021	8
10	MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction IEEE Transactions on Intelligent Transportation Systems ·Shen Fang, V. Prinet, Jianlong Chang, Michael Werman, Chunxia Zhang, Shiming Xiang, Chunhong Pan	2021	35
11	DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xinbang Zhang, Jianlong Chang, Yiwen Guo, Gaofeng Meng, Shiming Xiang, Zhouchen Lin, Chunhong Pan	2020	11
12	AugFPN: Improving Multi-Scale Feature Learning for Object Detection Chaoxu Guo, Bin Fan, Qian Zhang, Shiming Xiang, Chunhong Pan Hit paper breakdown →	2020	384
13	Stitcher: Feedback-driven Data Provider for Object Detection arXiv (Cornell University) ·Yukang Chen, Peizhen Zhang, Zeming Li, Yanwei Li, Xiangyu Zhang, Gaofeng Meng, Shiming Xiang, Jian Sun, Jiaya Jia	2020	31
14	Deep Hierarchical Encoder–Decoder Network for Image Captioning IEEE Transactions on Multimedia ·Xinyu Xiao, Lingfeng Wang, Kun Ding, Shiming Xiang, Chunhong Pan	2019	78
15	A Performance Evaluation of Local Features for Image-Based 3D Reconstruction IEEE Transactions on Image Processing ·Bin Fan, Qingqun Kong, Xinchao Wang, Zhiheng Wang, Shiming Xiang, Chunhong Pan, Pascal Fua	2019	65
16	Deep Self-Evolution Clustering IEEE Transactions on Pattern Analysis and Machine Intelligence ·Jianlong Chang, Gaofeng Meng, Lingfeng Wang, Shiming Xiang, Chunhong Pan	2018	65
17	Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors IEEE Transactions on Geoscience and Remote Sensing ·Shibiao Xu, Xingjia Pan, Er Li, Baoyuan Wu, Shuhui Bu, Weiming Dong, Shiming Xiang, Xiaopeng Zhang	2018	36
18	Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems IEEE Intelligent Transportation Systems Magazine ·Jianlong Chang, Lingfeng Wang, Gaofeng Meng, Shiming Xiang, Chunhong Pan	2018	42
19	Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling IEEE Transactions on Multimedia ·Jie Gu, Gaofeng Meng, Judith Redi, Shiming Xiang, Chunhong Pan	2017	35
20	In Defense of Locality-Sensitive Hashing IEEE Transactions on Neural Networks and Learning Systems ·Kun Ding, Chunlei Huo, Bin Fan, Shiming Xiang, Chunhong Pan	2016	27

About Shiming Xiang

Shiming Xiang is a scholar working on Computer Vision and Pattern Recognition, Media Technology, Computer Graphics and Computer-Aided Design, Artificial Intelligence and Computational Mathematics, having authored 232 papers that have together received 9.4k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (63 papers), Advanced Neural Network Applications (45 papers), Remote-Sensing Image Classification (37 papers), Domain Adaptation and Few-Shot Learning (30 papers), Multimodal Machine Learning Applications (28 papers), Image Retrieval and Classification Techniques (25 papers), Face and Expression Recognition (24 papers) and Advanced Vision and Imaging (23 papers). The work is most often cited by research in Media Technology (2.7k citations), Computer Vision and Pattern Recognition (5.8k citations), Computational Mathematics (61 citations), Geology (545 citations) and Computer Graphics and Computer-Aided Design (265 citations). Shiming Xiang has collaborated with scholars based in China, United States and Singapore. Frequent co-authors include Chunhong Pan, Gaofeng Meng, Feiping Nie, Changshui Zhang, Bin Fan, Lingfeng Wang, Yongcheng Liu, Bin Fan, Jiangyong Duan and Ying Wang. Their work appears in journals such as Pattern Recognition, Neurocomputing, IEEE Geoscience and Remote Sensing Letters, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Multimedia.

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