Junhui Hou

10.5k total citations · 1 hit paper
207 papers, 6.4k citations indexed

About

Junhui Hou is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Media Technology. According to data from OpenAlex, Junhui Hou has authored 207 papers receiving a total of 6.4k indexed citations (citations by other indexed papers that have themselves been cited), including 153 papers in Computer Vision and Pattern Recognition, 47 papers in Computational Mechanics and 38 papers in Media Technology. Recurrent topics in Junhui Hou's work include Advanced Vision and Imaging (54 papers), 3D Shape Modeling and Analysis (36 papers) and Advanced Image Processing Techniques (27 papers). Junhui Hou is often cited by papers focused on Advanced Vision and Imaging (54 papers), 3D Shape Modeling and Analysis (36 papers) and Advanced Image Processing Techniques (27 papers). Junhui Hou collaborates with scholars based in Hong Kong, China and Singapore. Junhui Hou's co-authors include Sam Kwong, Lap‐Pui Chau, Runmin Cong, Chongyi Li, Jie Chen, Hui Yuan, Chunle Guo, Jichang Guo, Chen Change Loy and Yuheng Jia and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Geoscience and Remote Sensing and IEEE Transactions on Image Processing.

In The Last Decade

Junhui Hou

194 papers receiving 6.2k citations

Hit Papers

Zero-Reference Deep Curve Estimation for Low-Light Image ... 2020 2026 2022 2024 2020 400 800 1.2k
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.

  1. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    2020 1.2k citations Junhui Hou, Sam Kwong et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Junhui Hou Hong Kong 38 4.8k 1.6k 957 657 496 207 6.4k
Ming-Yu Liu United States 26 6.4k 1.3× 1.2k 0.7× 711 0.7× 1.2k 1.8× 982 2.0× 73 8.2k
In So Kweon South Korea 44 7.9k 1.6× 1.9k 1.2× 436 0.5× 1.4k 2.2× 343 0.7× 321 9.9k
Shai Avidan Israel 42 9.8k 2.0× 1.9k 1.2× 503 0.5× 771 1.2× 458 0.9× 128 10.7k
Victor Lempitsky Russia 38 6.3k 1.3× 1.0k 0.6× 512 0.5× 1.7k 2.6× 495 1.0× 74 7.9k
Kui Jia China 41 5.8k 1.2× 1.6k 1.0× 740 0.8× 1.8k 2.7× 419 0.8× 119 7.2k
Yu‐Wing Tai China 49 6.5k 1.3× 2.1k 1.3× 530 0.6× 787 1.2× 405 0.8× 138 7.4k
Hongdong Li Australia 49 7.3k 1.5× 1.1k 0.7× 848 0.9× 872 1.3× 279 0.6× 228 9.2k
Jianzhuang Liu China 43 6.2k 1.3× 1.5k 0.9× 393 0.4× 1.6k 2.5× 277 0.6× 204 7.6k
Lizhuang Ma China 38 3.5k 0.7× 709 0.4× 600 0.6× 941 1.4× 350 0.7× 321 4.9k
Xiaohui Shen United States 42 8.7k 1.8× 1.3k 0.8× 472 0.5× 1.5k 2.3× 439 0.9× 99 9.9k

Countries citing papers authored by Junhui Hou

Since Specialization
Citations

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

Fields of papers citing papers by Junhui Hou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junhui Hou

This figure shows the co-authorship network connecting the top 25 collaborators of Junhui Hou. A scholar is included among the top collaborators of Junhui Hou 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 Junhui Hou. Junhui Hou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Zeng, Yiming, et al.. (2024). Dynamic 3D Point Cloud Sequences as 2D Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(12). 9371–9386. 3 indexed citations
2.
Hou, Junhui, et al.. (2024). Decoupling Dynamic Monocular Videos for Dynamic View Synthesis. IEEE Transactions on Visualization and Computer Graphics. 31(9). 5146–5157. 2 indexed citations
3.
Jia, Yuheng, et al.. (2024). FairMatch: Promoting Partial Label Learning by Unlabeled Samples. 1269–1278. 1 indexed citations
4.
Liu, Hui, et al.. (2024). RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering. 10920–10929. 1 indexed citations
5.
Jia, Yuheng, et al.. (2024). Noisy Label Removal for Partial Multi-Label Learning. 3724–3735. 1 indexed citations
6.
Zeng, Huanqiang, et al.. (2023). Screen content video quality assessment based on spatiotemporal sparse feature. Journal of Visual Communication and Image Representation. 96. 103912–103912. 4 indexed citations
7.
Hu, Shengshan, Wei Liu, Junhui Hou, et al.. (2023). PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples. Proceedings of the AAAI Conference on Artificial Intelligence. 37(1). 872–880. 8 indexed citations
8.
Hou, Junhui, Yongjian Wu, Weitao Xu, et al.. (2023). Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network. Computers and Electronics in Agriculture. 210. 107950–107950. 9 indexed citations
9.
Jin, Jing, et al.. (2023). Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(10). 12050–12067. 8 indexed citations
10.
Hou, Junhui, et al.. (2023). Content-Aware Warping for View Synthesis. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(8). 9486–9503. 10 indexed citations
11.
Peng, Zhihao, Hui Liu, Yuheng Jia, & Junhui Hou. (2022). Adaptive Attribute and Structure Subspace Clustering Network. IEEE Transactions on Image Processing. 31. 3430–3439. 29 indexed citations
12.
Liu, Hui, Yuheng Jia, Junhui Hou, & Qingfu Zhang. (2021). Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification. IEEE Transactions on Circuits and Systems for Video Technology. 32(4). 2013–2024. 29 indexed citations
13.
Jia, Yuheng, Hui Liu, Junhui Hou, Sam Kwong, & Qingfu Zhang. (2021). Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. IEEE Transactions on Circuits and Systems for Video Technology. 31(12). 4784–4797. 95 indexed citations
14.
Zhu, Zhiyu, Hui Liu, Junhui Hou, Sen Jia, & Qingfu Zhang. (2021). Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images. IEEE Transactions on Computational Imaging. 7. 1176–1188. 26 indexed citations
15.
Jia, Yuheng, Hui Liu, Junhui Hou, Sam Kwong, & Qingfu Zhang. (2021). Self-Supervised Symmetric Nonnegative Matrix Factorization. IEEE Transactions on Circuits and Systems for Video Technology. 32(7). 4526–4537. 16 indexed citations
16.
Zhang, Xiaoyan, et al.. (2019). An Articulated Structure-aware Network for 3D Human Pose Estimation. Asian Conference on Machine Learning. 48–63. 2 indexed citations
17.
Jin, Jing, Junhui Hou, Jie Chen, et al.. (2019). Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network.. arXiv (Cornell University). 3 indexed citations
18.
Hou, Junhui, et al.. (2019). Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries. IEEE Geoscience and Remote Sensing Letters. 17(9). 1598–1602. 12 indexed citations
19.
Li, Qingqing, et al.. (2018). Effects of group psychotherapy on perceived stigma and quality of life in patients with lung cancer. Zhonghua xiandai huli zazhi. 24(26). 3186–3189. 1 indexed citations
20.
He, Tianyu, Xiaoming Chen, Zhibo Chen, et al.. (2017). Immersive and collaborative Taichi motion learning in various VR environments. 307–308. 12 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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