Chunhua Shen

69.8k total citations · 31 hit papers
352 papers, 32.9k citations indexed

About

Chunhua Shen is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Chunhua Shen has authored 352 papers receiving a total of 32.9k indexed citations (citations by other indexed papers that have themselves been cited), including 306 papers in Computer Vision and Pattern Recognition, 141 papers in Artificial Intelligence and 42 papers in Media Technology. Recurrent topics in Chunhua Shen's work include Advanced Image and Video Retrieval Techniques (106 papers), Advanced Neural Network Applications (87 papers) and Video Surveillance and Tracking Methods (75 papers). Chunhua Shen is often cited by papers focused on Advanced Image and Video Retrieval Techniques (106 papers), Advanced Neural Network Applications (87 papers) and Video Surveillance and Tracking Methods (75 papers). Chunhua Shen collaborates with scholars based in Australia, China and Singapore. Chunhua Shen's co-authors include Anton van den Hengel, Zhi Tian, Guosheng Lin, Hao Chen, Tong He, Ian Reid, Anton Milan, Zifeng Wu, Anthony Dick and Peng Wang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, New Phytologist and IEEE Transactions on Geoscience and Remote Sensing.

In The Last Decade

Chunhua Shen

346 papers receiving 32.1k citations

Hit Papers

FCOS: Fully Convolutional... 2013 2026 2017 2021 2019 2017 2021 2019 2015 1000 2.0k 3.0k
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. FCOS: Fully Convolutional One-Stage Object Detection
    2019 4.0k citations Zhi Tian, Chunhua Shen et al. profile →
  2. RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation
    2017 2.2k citations Chunhua Shen et al. profile →
  3. BiSeNet V2: Bilateral Network with Guided Aggregation for Real-Time Semantic Segmentation
    2021 1.0k citations Chunhua Shen et al. International Journal of Computer Vision profile →
  4. Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
    2019 1.0k citations Chunhua Shen, Anton van den Hengel et al. profile →
  5. Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields
    2015 815 citations Chunhua Shen et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  6. DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover’s Distance and Structured Classifiers
    2020 580 citations Chunhua Shen et al. profile →
  7. FCOS: A Simple and Strong Anchor-free Object Detector
    2020 580 citations Zhi Tian, Chunhua Shen et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  8. A survey of appearance models in visual object tracking
    2013 527 citations Chunhua Shen, Anthony Dick et al. profile →
  9. Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation
    2016 522 citations Chunhua Shen, Anton van den Hengel et al. profile →
  10. End-to-End Video Instance Segmentation with Transformers
    2021 433 citations Chunhua Shen et al. profile →
  11. PolarMask: Single Shot Instance Segmentation With Polar Representation
    2020 431 citations Chunhua Shen, Ping Luo et al. profile →
  12. BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation
    2020 431 citations Hao Chen, Zhi Tian et al. profile →
  13. Dense Contrastive Learning for Self-Supervised Visual Pre-Training
    2021 406 citations Rufeng Zhang, Chunhua Shen et al. profile →
  14. Attention Residual Learning for Skin Lesion Classification
    2019 395 citations Chunhua Shen et al. profile →
  15. Depth and surface normal estimation from monocular images using regression on deep features and hierarchical CRFs
    2015 387 citations Chunhua Shen, Anton van den Hengel et al. profile →
  16. FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors
    2018 356 citations Yu Chen, Chunhua Shen et al. profile →
  17. Image restoration using very deep convolutional encoder-decoder networks with symmetric skip connections
    2016 343 citations Chunhua Shen et al. profile →
  18. Graph Attention Tracking
    2021 337 citations Chunhua Shen et al. profile →
  19. Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network
    2019 325 citations Chunhua Shen et al. profile →
  20. What Value Do Explicit High Level Concepts Have in Vision to Language Problems?
    2016 315 citations Qi Wu, Chunhua Shen et al. profile →
  21. Fast Supervised Hashing with Decision Trees for High-Dimensional Data
    2014 308 citations Chunhua Shen, Qinfeng Shi et al. arXiv (Cornell University) profile →
  22. Enforcing Geometric Constraints of Virtual Normal for Depth Prediction
    2019 289 citations Wei Yin, Yifan Liu et al. profile →
  23. A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification
    2020 285 citations Chunhua Shen et al. profile →
  24. COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection
    2020 260 citations Chunhua Shen et al. profile →
  25. Mask-CNN: Localizing parts and selecting descriptors for fine-grained bird species categorization
    2017 256 citations Xiu-Shen Wei, Chunhua Shen et al. profile →
  26. Deep Anomaly Detection with Deviation Networks
    2019 250 citations Chunhua Shen, Anton van den Hengel et al. profile →
  27. Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection
    2020 247 citations Chunhua Shen et al. profile →
  28. TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
    2022 219 citations Chunhua Shen et al. profile →
  29. Context Prior for Scene Segmentation
    2020 209 citations Chunhua Shen et al. profile →
  30. BoxInst: High-Performance Instance Segmentation with Box Annotations
    2021 200 citations Zhi Tian, Chunhua Shen et al. profile →
  31. SegGPT: Towards Segmenting Everything In Context
    2023 126 citations Chunhua Shen 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
Chunhua Shen Australia 85 25.2k 9.6k 5.4k 3.3k 2.0k 352 32.9k
Han Hu China 24 18.2k 0.7× 7.2k 0.8× 4.4k 0.8× 2.6k 0.8× 2.6k 1.3× 44 28.3k
Piotr Dollár United States 37 24.5k 1.0× 9.7k 1.0× 3.2k 0.6× 3.0k 0.9× 2.7k 1.3× 45 36.7k
Stephen Lin China 47 18.6k 0.7× 6.3k 0.7× 5.3k 1.0× 2.0k 0.6× 2.2k 1.1× 118 27.7k
Jeff Donahue United States 16 26.6k 1.1× 9.7k 1.0× 4.0k 0.7× 3.8k 1.1× 1.9k 0.9× 19 37.2k
Alexander C. Berg United States 35 23.2k 0.9× 12.3k 1.3× 2.9k 0.5× 2.3k 0.7× 3.0k 1.5× 56 35.6k
Junwei Han China 85 19.2k 0.8× 5.3k 0.6× 9.2k 1.7× 3.2k 1.0× 1.7k 0.9× 497 28.8k
Dragomir Anguelov United States 30 21.5k 0.9× 10.5k 1.1× 3.2k 0.6× 2.9k 0.9× 3.7k 1.8× 57 37.3k
Jiaya Jia Hong Kong 78 27.8k 1.1× 5.9k 0.6× 7.7k 1.4× 3.4k 1.0× 1.6k 0.8× 218 36.2k
Jiashi Feng Singapore 75 18.0k 0.7× 7.7k 0.8× 3.1k 0.6× 1.6k 0.5× 1.6k 0.8× 278 26.0k

Countries citing papers authored by Chunhua Shen

Since Specialization
Citations

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

Fields of papers citing papers by Chunhua Shen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Chunhua Shen

This figure shows the co-authorship network connecting the top 25 collaborators of Chunhua Shen. A scholar is included among the top collaborators of Chunhua Shen 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 Chunhua Shen. Chunhua Shen 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.
Zhang, Shuyin, Jing Zou, Lingxuan Chen, et al.. (2024). Significant enhancement on ammonia removal by thermal/peroxymonosulfate system with bromide ion: Performance, influencing factors and mechanism. Separation and Purification Technology. 354. 128740–128740. 4 indexed citations
2.
Yin, Wei, et al.. (2024). Scaling Up Multi-domain Semantic Segmentation with Sentence Embeddings. International Journal of Computer Vision. 132(9). 4036–4051. 3 indexed citations
3.
Wu, Weijia, Chunhua Shen, Debing Zhang, et al.. (2024). End-to-End Video Text Spotting with Transformer. International Journal of Computer Vision. 132(9). 4019–4035. 1 indexed citations
4.
Yin, Wei, Yifan Liu, & Chunhua Shen. (2021). Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(10). 7282–7295. 43 indexed citations
5.
Shen, Chunhua, et al.. (2021). FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation. 10310–10316. 38 indexed citations
6.
Zhang, Lei, Peng Wang, Lingqiao Liu, et al.. (2020). Towards Effective Deep Embedding for Zero-Shot Learning. IEEE Transactions on Circuits and Systems for Video Technology. 30(9). 2843–2852. 56 indexed citations
7.
Zhang, Xinyu, Rufeng Zhang, Jiewei Cao, et al.. (2020). Part-Guided Attention Learning for Vehicle Instance Retrieval. IEEE Transactions on Intelligent Transportation Systems. 23(4). 3048–3060. 47 indexed citations
8.
Cao, Jiezhang, Yong Guo, Qingyao Wu, et al.. (2020). Improving Generative Adversarial Networks With Local Coordinate Coding. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(1). 211–227. 11 indexed citations
9.
Tian, Zhi, Chunhua Shen, Hao Chen, & Tong He. (2019). FCOS: Fully Convolutional One-Stage Object Detection. 9626–9635. 3976 indexed citations breakdown →
10.
Xiong, Haipeng, Zhiguo Cao, Hao Lü, et al.. (2019). TasselNetv2: in-field counting of wheat spikes with context-augmented local regression networks. Plant Methods. 15(1). 101 indexed citations
11.
Zhang, Xinyu, Rufeng Zhang, Jiewei Cao, et al.. (2019). Part-Guided Attention Learning for Vehicle Re-Identification.. arXiv (Cornell University). 21 indexed citations
12.
Liu, Liang, Hao Lü, Haipeng Xiong, et al.. (2019). Counting Objects by Blockwise Classification. IEEE Transactions on Circuits and Systems for Video Technology. 30(10). 3513–3527. 49 indexed citations
13.
Zhou, Yiyi, Rongrong Ji, Xiaoshuai Sun, et al.. (2019). Plenty is Plague: Fine-Grained Learning for Visual Question Answering. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44(2). 697–709. 12 indexed citations
14.
Zhang, Lei, Wei Wei, Qinfeng Shi, et al.. (2019). Accurate Tensor Completion via Adaptive Low-Rank Representation. IEEE Transactions on Neural Networks and Learning Systems. 31(10). 4170–4184. 16 indexed citations
15.
Chen, Yu, Chunhua Shen, Hao Chen, et al.. (2019). Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization. IEEE Transactions on Pattern Analysis and Machine Intelligence. 42(7). 1654–1669. 28 indexed citations
16.
Zhang, Lei, Wei Wei, Yanning Zhang, et al.. (2018). Cluster Sparsity Field: An Internal Hyperspectral Imagery Prior for Reconstruction. International Journal of Computer Vision. 126(8). 797–821. 63 indexed citations
17.
Zhang, Lei, Peng Wang, Wei Wei, et al.. (2018). Unsupervised Domain Adaptation Using Robust Class-Wise Matching. IEEE Transactions on Circuits and Systems for Video Technology. 29(5). 1339–1349. 50 indexed citations
18.
Wu, Qi, Chunhua Shen, Peng Wang, Anthony Dick, & Anton van den Hengel. (2017). Image Captioning and Visual Question Answering Based on Attributes and External Knowledge. IEEE Transactions on Pattern Analysis and Machine Intelligence. 40(6). 1367–1381. 289 indexed citations
19.
He, Xuming, Chunhua Shen, & Nick Barnes. (2011). Face Detection And Tracking In Video To Facilitate Face Recognition In A Visual Prosthesis. Investigative Ophthalmology & Visual Science. 52(14). 4972–4972. 3 indexed citations
20.
Shen, Chunhua, Michael J. Brooks, & Anton van den Hengel. (2007). Fast Global Kernel Density Mode Seeking: Applications to Localization and Tracking. IEEE Transactions on Image Processing. 16(5). 1457–1469. 60 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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