Jinhai Cai

1.4k total citations
57 papers, 1.0k citations indexed

About

Jinhai Cai is a scholar working on Computer Vision and Pattern Recognition, Plant Science and Environmental Engineering. According to data from OpenAlex, Jinhai Cai has authored 57 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Computer Vision and Pattern Recognition, 19 papers in Plant Science and 12 papers in Environmental Engineering. Recurrent topics in Jinhai Cai's work include Remote Sensing and LiDAR Applications (12 papers), Smart Agriculture and AI (12 papers) and Handwritten Text Recognition Techniques (10 papers). Jinhai Cai is often cited by papers focused on Remote Sensing and LiDAR Applications (12 papers), Smart Agriculture and AI (12 papers) and Handwritten Text Recognition Techniques (10 papers). Jinhai Cai collaborates with scholars based in Australia, China and Hong Kong. Jinhai Cai's co-authors include Stanley J. Miklavcic, Zhiqiang Liu, Jinglan Zhang, Pankaj Kumar, Zhengrong Li, Ross Hayward, Yuee Liu, Mamoru Okamoto, Vanessa Melino and Binh Pham 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

Jinhai Cai

56 papers receiving 962 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jinhai Cai Australia	18	363	340	207	180	94	57	1.0k
Volker Steinhage Germany	19	354 1.0×	367 1.1×	277 1.3×	258 1.4×	60 0.6×	51	1.4k
Javier Ruiz‐Hidalgo Spain	14	441 1.2×	253 0.7×	173 0.8×	137 0.8×	63 0.7×	44	834
Supreeth Achar United States	12	368 1.0×	383 1.1×	119 0.6×	152 0.8×	68 0.7×	21	860
Miguel Torres‐Torriti Chile	19	273 0.8×	282 0.8×	122 0.6×	103 0.6×	54 0.6×	79	969
Leifeng Guo China	17	307 0.8×	230 0.7×	102 0.5×	189 1.1×	71 0.8×	61	1.0k
Grzegorz Cielniak United Kingdom	22	511 1.4×	677 2.0×	166 0.8×	128 0.7×	45 0.5×	90	1.6k
Thuy Tuong Nguyen United States	15	370 1.0×	243 0.7×	90 0.4×	114 0.6×	59 0.6×	40	803
Peyman Moghadam Australia	18	170 0.5×	390 1.1×	146 0.7×	69 0.4×	56 0.6×	69	1000

Countries citing papers authored by Jinhai Cai

Since Specialization

Citations

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

Fields of papers citing papers by Jinhai Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jinhai Cai

This figure shows the co-authorship network connecting the top 25 collaborators of Jinhai Cai. A scholar is included among the top collaborators of Jinhai Cai 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 Jinhai Cai. Jinhai Cai 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

Cai, Jinhai, et al.. (2025). A Novel SHAP-GAN Network for Interpretable Ovarian Cancer Diagnosis. Mathematics. 13(5). 882–882. 1 indexed citations

Cai, Jinhai, Zne-Jung Lee, Zhouchen Lin, Chih-Hung Hsu, & Yun Lin. (2024). An Integrated Algorithm with Feature Selection, Data Augmentation, and XGBoost for Ovarian Cancer. Mathematics. 12(24). 4041–4041. 3 indexed citations

Lee, Zne-Jung, et al.. (2024). Ensemble Algorithm Based on Gene Selection, Data Augmentation, and Boosting Approaches for Ovarian Cancer Classification. Diagnostics. 14(24). 2772–2772. 1 indexed citations

Edwards, James, et al.. (2019). High-Throughput Field Imaging and Basic Image Analysis in a Wheat Breeding Programme. Frontiers in Plant Science. 10. 449–449. 37 indexed citations

Cai, Jinhai, Pankaj Kumar, Joshua Chopin, & Stanley J. Miklavcic. (2018). Land-based crop phenotyping by image analysis: Accurate estimation of canopy height distributions using stereo images. PLoS ONE. 13(5). e0196671–e0196671. 26 indexed citations

Wang, Zhenglin, Jinhai Cai, William Guo, et al.. (2018). Backprojection Wiener deconvolution for computed tomographic reconstruction. PLoS ONE. 13(12). e0207907–e0207907. 3 indexed citations

Wang, Zhiyan, Ivan Lee, Yun Tie, Jinhai Cai, & Lin Qi. (2018). Real-World Field Snail Detection and Tracking. 1703–1708. 5 indexed citations

Cai, Jinhai, et al.. (2016). Quantifying the Onset and Progression of Plant Senescence by Color Image Analysis for High Throughput Applications. PLoS ONE. 11(6). e0157102–e0157102. 23 indexed citations

Cai, Jinhai, Zhanghui Zeng, Jason N. Connor, et al.. (2015). RootGraph: a graphic optimization tool for automated image analysis of plant roots. Journal of Experimental Botany. 66(21). 6551–6562. 50 indexed citations

10.

Kumar, Pankaj, Jinhai Cai, & Stanley J. Miklavcic. (2014). A Complete System for 3D Reconstruction of Roots for Phenotypic Analysis. Advances in experimental medicine and biology. 823. 249–270. 7 indexed citations

11.

Cai, Jinhai & Ivan Lee. (2013). The stitching of aerial videos from UAVs. 3 indexed citations

12.

Cai, Jinhai & Stanley J. Miklavcic. (2012). Automated extraction of three-dimensional cereal plant structures from two-dimensional orthographic images. IET Image Processing. 6(6). 687–696. 17 indexed citations

13.

Kumar, Pankaj, Jinhai Cai, & Stanley J. Miklavcic. (2012). Automated Detection of Root Crowns Using Gaussian Mixture Model and Bayes Classification. 1–7. 8 indexed citations

14.

Cai, Jinhai & Stanley J. Miklavcic. (2011). The generation of digital terrain models from LiDAR data using seeding and filtering and its application to flood modelling. UniSA Research Outputs Repository (University of South Australia). 5622–5625. 3 indexed citations

15.

Cai, Jinhai. (2011). Novel Image Segmentation Based on Machine Learning and Its Application toPlant Analysis. International Journal of Information and Electronics Engineering. 8 indexed citations

16.

Cai, Jinhai & Rick Walker. (2009). Robust video stabilisation algorithm using feature point selection and delta optical flow. IET Computer Vision. 3(4). 176–188. 13 indexed citations

17.

Li, Zhengrong, Yuee Liu, Ross Hayward, Jinglan Zhang, & Jinhai Cai. (2008). Knowledge-based power line detection for UAV surveillance and inspection systems. 1–6. 111 indexed citations

18.

Cai, Jinhai. (2007). Fast Stereo Matching: Coarser to Finer with Selective Updating. QUT ePrints (Queensland University of Technology). 10 indexed citations

19.

Liu, Zhiqiang, et al.. (2003). Handwriting Recognition. Studies in fuzziness and soft computing. 37 indexed citations

20.

Cai, Jinhai, et al.. (2000). OFF-LINE UNCONSTRAINED HANDWRITTEN WORD RECOGNITION. International Journal of Pattern Recognition and Artificial Intelligence. 14(3). 259–280. 18 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.

Explore authors with similar magnitude of impact