Xi-Le Zhao

8.4k total citations · 3 hit papers
226 papers, 6.4k citations indexed

About

Xi-Le Zhao is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Media Technology. According to data from OpenAlex, Xi-Le Zhao has authored 226 papers receiving a total of 6.4k indexed citations (citations by other indexed papers that have themselves been cited), including 165 papers in Computer Vision and Pattern Recognition, 119 papers in Computational Mechanics and 77 papers in Media Technology. Recurrent topics in Xi-Le Zhao's work include Image and Signal Denoising Methods (140 papers), Sparse and Compressive Sensing Techniques (117 papers) and Advanced Image Fusion Techniques (63 papers). Xi-Le Zhao is often cited by papers focused on Image and Signal Denoising Methods (140 papers), Sparse and Compressive Sensing Techniques (117 papers) and Advanced Image Fusion Techniques (63 papers). Xi-Le Zhao collaborates with scholars based in China, Hong Kong and United States. Xi-Le Zhao's co-authors include Ting‐Zhu Huang, Tai-Xiang Jiang, Liang-Jian Deng, Yu‐Bang Zheng, Tian-Hui Ma, Michael K. Ng, Yong Chen, Teng-Yu Ji, Yao Wang and Wei He and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Xi-Le Zhao

209 papers receiving 6.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition

2017 343 citations Yao Wang, Xi-Le Zhao et al. profile →
Hyperspectral Image Denoising via Tensor Low-Rank Prior and Unsupervised Deep Spatial–Spectral Prior

2022 309 citations Wei-Hao Wu, Ting‐Zhu Huang et al. IEEE Transactions on Geoscience and Remote Sensing profile →
GraphGST: Graph Generative Structure-Aware Transformer for Hyperspectral Image Classification

2024 74 citations Xi-Le Zhao et al. IEEE Transactions on Geoscience and Remote Sensing profile →

Peers

Xi-Le Zhao

CVPR

RNMI

Ting‐Zhu Huang China

Shuhang Gu China

Hui Ji Singapore

Misha E. Kilmer United States

Xiao Fu United States

Jie Chen China

Tieyong Zeng Hong Kong

James E. Fowler United States

Trac D. Tran United States

Yuntao Qian China

Ting‐Zhu Huang China

Xi-Le Zhao

4.7k ×1.1

CVPR

3.2k ×1.2

2.6k ×1.1

1.1k ×0.9

397 ×1.0

RNMI

Citations per year, relative to Xi-Le Zhao Xi-Le Zhao (= 1×) peers Ting‐Zhu Huang

Countries citing papers authored by Xi-Le Zhao

Since Specialization

Citations

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

Fields of papers citing papers by Xi-Le Zhao

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xi-Le Zhao. 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 Xi-Le Zhao. The network helps show where Xi-Le Zhao may publish in the future.

Co-authorship network of co-authors of Xi-Le Zhao

This figure shows the co-authorship network connecting the top 25 collaborators of Xi-Le Zhao. A scholar is included among the top collaborators of Xi-Le Zhao based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xi-Le Zhao. Xi-Le Zhao is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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

20 of 20 papers shown

Liu, Yang, et al.. (2024). Soft independence guided filter pruning. Pattern Recognition. 153. 110488–110488. 3 indexed citations

Liu, Ryan Wen, Yu Guo, Yuxu Lu, Xi-Le Zhao, & An-An Liu. (2024). S3Net: Semi-self-supervised neural network for visibility enhancement of speckled images. Computers & Electrical Engineering. 118. 109363–109363. 2 indexed citations

Zhao, Xi-Le, et al.. (2024). Snapshot Compressive Imaging Using Domain-Factorized Deep Video Prior. IEEE Transactions on Computational Imaging. 10. 93–102.

Huang, Ting‐Zhu, et al.. (2024). Nested Fully-Connected Tensor Network Decomposition for Multi-Dimensional Visual Data Recovery. IEEE Transactions on Circuits and Systems for Video Technology. 34(10). 10092–10106. 5 indexed citations

Zhao, Xi-Le, et al.. (2023). Superpixel-based robust tensor low-rank approximation for multimedia data recovery. Knowledge-Based Systems. 277. 110812–110812. 5 indexed citations

Huang, Ting‐Zhu, et al.. (2023). Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. IEEE Transactions on Geoscience and Remote Sensing. 61. 1–13. 23 indexed citations

Chang, Yi, Yun Guo, Chang‐Feng Yu, et al.. (2023). Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(5). 2638–2657. 16 indexed citations

Liu, Yang, et al.. (2023). Skeleton Neural Networks via Low-Rank Guided Filter Pruning. IEEE Transactions on Circuits and Systems for Video Technology. 33(12). 7197–7211. 9 indexed citations

Zhao, Xi-Le, et al.. (2023). Provable Stochastic Algorithm for Large-Scale Fully-Connected Tensor Network Decomposition. Journal of Scientific Computing. 98(1). 6 indexed citations

10.

Wang, Jian-Li, et al.. (2022). Complex Video Completion Fusing Low-Rank Background and Deep Foreground Priors. IEEE Signal Processing Letters. 29. 2737–2741. 2 indexed citations

11.

Lin, Jie, Ting‐Zhu Huang, Xi-Le Zhao, et al.. (2022). Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–16. 33 indexed citations

12.

Wang, Jian-Li, Ting‐Zhu Huang, Xi-Le Zhao, Tai-Xiang Jiang, & Michael K. Ng. (2021). Multi-Dimensional Visual Data Completion via Low-Rank Tensor Representation Under Coupled Transform. IEEE Transactions on Image Processing. 30. 3581–3596. 41 indexed citations

13.

Zhao, Xi-Le, et al.. (2021). Reconciling Hand-Crafted and Self-Supervised Deep Priors for Video Directional Rain Streaks Removal. IEEE Signal Processing Letters. 28. 2147–2151. 5 indexed citations

14.

Zheng, Yu‐Bang, Ting‐Zhu Huang, Xi-Le Zhao, Yong Chen, & Wei He. (2020). Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image. IEEE Transactions on Geoscience and Remote Sensing. 58(12). 8450–8464. 112 indexed citations

15.

Wang, Yao, et al.. (2020). Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing. 58(11). 7654–7671. 39 indexed citations

16.

Chang, Yi, Meiya Chen, Luxin Yan, et al.. (2019). Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network. IEEE Transactions on Geoscience and Remote Sensing. 58(4). 2880–2897. 74 indexed citations

17.

Chen, Yong, Ting‐Zhu Huang, Xi-Le Zhao, & Liang-Jian Deng. (2018). Hyperspectral image restoration using framelet-regularized low-rank nonnegative matrix factorization. Applied Mathematical Modelling. 63. 128–147. 33 indexed citations

18.

Yang, Jing‐Hua, et al.. (2018). Total variation and high-order total variation adaptive model for restoring blurred images with Cauchy noise. Computers & Mathematics with Applications. 77(5). 1255–1272. 53 indexed citations

19.

Jiang, Tai-Xiang, Ting‐Zhu Huang, Xi-Le Zhao, Liang-Jian Deng, & Yao Wang. (2017). A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors. 2818–2827. 120 indexed citations

20.

Ji, Teng-Yu, Ting‐Zhu Huang, Xi-Le Zhao, Tian-Hui Ma, & Liang-Jian Deng. (2017). A non-convex tensor rank approximation for tensor completion. Applied Mathematical Modelling. 48. 410–422. 73 indexed citations

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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