Boris Babenko

6.5k total citations · 3 hit papers
14 papers, 3.7k citations indexed

About

Boris Babenko is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Boris Babenko has authored 14 papers receiving a total of 3.7k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 5 papers in Artificial Intelligence and 3 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Boris Babenko's work include Advanced Image and Video Retrieval Techniques (7 papers), Face and Expression Recognition (4 papers) and Image Retrieval and Classification Techniques (4 papers). Boris Babenko is often cited by papers focused on Advanced Image and Video Retrieval Techniques (7 papers), Face and Expression Recognition (4 papers) and Image Retrieval and Classification Techniques (4 papers). Boris Babenko collaborates with scholars based in United States, India and Israel. Boris Babenko's co-authors include Serge Belongie, Shuicheng Yan, Ming–Hsuan Yang, Kai Wang, Zhuowen Tu, Steve Branson, Piotr Dollár, Nakul Verma, Dale R. Webster and Ilana Traynis and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, eLife and Nature Biomedical Engineering.

In The Last Decade

Boris Babenko

14 papers receiving 3.5k 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.

Robust Object Tracking with Online Multiple Instance Learning

2010 1.4k citations Boris Babenko, Shuicheng Yan et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Visual tracking with online Multiple Instance Learning

2009 1.2k citations Boris Babenko, Ming–Hsuan Yang et al. 2009 IEEE Conference on Computer Vision and Pattern Recognition profile →
End-to-end scene text recognition

2011 695 citations Kai Wang, Boris Babenko et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Boris Babenko United States	13	3.4k	495	463	397	265	14	3.7k
Wei Feng China	27	2.6k 0.8×	483 1.0×	414 0.9×	401 1.0×	140 0.5×	134	3.1k
Xin Zhao China	27	2.8k 0.8×	609 1.2×	592 1.3×	217 0.5×	123 0.5×	110	3.5k
Longyin Wen China	27	2.4k 0.7×	508 1.0×	554 1.2×	192 0.5×	163 0.6×	49	2.8k
Qiang Wang China	20	1.6k 0.5×	339 0.7×	328 0.7×	218 0.5×	245 0.9×	162	2.3k
Zheng Zhu China	21	3.2k 0.9×	769 1.6×	522 1.1×	266 0.7×	296 1.1×	80	3.7k
Bohyung Han South Korea	33	3.2k 0.9×	317 0.6×	1.3k 2.8×	223 0.6×	239 0.9×	104	4.0k
Qing Guo China	23	1.7k 0.5×	299 0.6×	580 1.3×	190 0.5×	153 0.6×	119	2.3k
Anthony Dick Australia	27	3.1k 0.9×	644 1.3×	1.1k 2.3×	158 0.4×	186 0.7×	83	3.6k
Qiao Liu China	22	1.5k 0.4×	647 1.3×	211 0.5×	209 0.5×	182 0.7×	63	1.8k

Countries citing papers authored by Boris Babenko

Since Specialization

Citations

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

Fields of papers citing papers by Boris Babenko

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Boris Babenko

This figure shows the co-authorship network connecting the top 25 collaborators of Boris Babenko. A scholar is included among the top collaborators of Boris Babenko 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 Boris Babenko. Boris Babenko 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:

14 of 14 papers shown

1.

Lang, Oran, Doron Stupp, Ilana Traynis, et al.. (2024). Using generative AI to investigate medical imagery models and datasets. EBioMedicine. 102. 105075–105075. 25 indexed citations

2.

Babenko, Boris, Ilana Traynis, Christina Chen, et al.. (2023). A deep learning model for novel systemic biomarkers in photographs of the external eye: a retrospective study. The Lancet Digital Health. 5(5). e257–e264. 20 indexed citations

3.

Ahadi, Sara, Kenneth A. Wilson, Boris Babenko, et al.. (2023). Longitudinal fundus imaging and its genome-wide association analysis provide evidence for a human retinal aging clock. eLife. 12. 26 indexed citations

4.

Babenko, Boris, Akinori Mitani, Ilana Traynis, et al.. (2022). Detection of signs of disease in external photographs of the eyes via deep learning. Nature Biomedical Engineering. 6(12). 1370–1383. 53 indexed citations

5.

Belongie, Serge & Boris Babenko. (2012). Training discriminative computer vision models with weak supervision. 1 indexed citations

6.

Babenko, Boris, et al.. (2011). Multiple Instance Learning with Manifold Bags. International Conference on Machine Learning. 81–88. 29 indexed citations

7.

Wang, Kai, Boris Babenko, & Serge Belongie. (2011). End-to-end scene text recognition. 1457–1464. 695 indexed citations breakdown →

8.

Babenko, Boris, Shuicheng Yan, & Serge Belongie. (2010). Robust Object Tracking with Online Multiple Instance Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. 33(8). 1619–1632. 1414 indexed citations breakdown →

9.

Babenko, Boris, Ming–Hsuan Yang, & Serge Belongie. (2009). Visual tracking with online Multiple Instance Learning. 2009 IEEE Conference on Computer Vision and Pattern Recognition. 983–990. 1234 indexed citations breakdown →

10.

Babenko, Boris, Ming–Hsuan Yang, & Serge Belongie. (2009). A family of online boosting algorithms. 1346–1353. 15 indexed citations

11.

Babenko, Boris, Steve Branson, & Serge Belongie. (2009). Similarity metrics for categorization: From monolithic to category specific. 293–300. 31 indexed citations

12.

Babenko, Boris, Zhuowen Tu, & Serge Belongie. (2008). Simultaneous Learning and Alignment: Multi-Instance and Multi-Pose Learning ?. HAL (Le Centre pour la Communication Scientifique Directe). 59 indexed citations

13.

Babenko, Boris, Piotr Dollár, & Serge Belongie. (2007). Task Specific Local Region Matching. 1–8. 25 indexed citations

14.

Babenko, Boris, et al.. (2006). ImprovingWeb-based Image Search via Content Based Clustering. 106–106. 64 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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