Iuliia Kotseruba

2.7k total citations
24 papers, 1.4k citations indexed

About

Iuliia Kotseruba is a scholar working on Computer Vision and Pattern Recognition, Automotive Engineering and Safety, Risk, Reliability and Quality. According to data from OpenAlex, Iuliia Kotseruba has authored 24 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Computer Vision and Pattern Recognition, 9 papers in Automotive Engineering and 8 papers in Safety, Risk, Reliability and Quality. Recurrent topics in Iuliia Kotseruba's work include Autonomous Vehicle Technology and Safety (9 papers), Traffic and Road Safety (8 papers) and Video Surveillance and Tracking Methods (8 papers). Iuliia Kotseruba is often cited by papers focused on Autonomous Vehicle Technology and Safety (9 papers), Traffic and Road Safety (8 papers) and Video Surveillance and Tracking Methods (8 papers). Iuliia Kotseruba collaborates with scholars based in Canada and United States. Iuliia Kotseruba's co-authors include John K. Tsotsos, Amir Rasouli, Toni Kunić and Alexander Andreopoulos and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Intelligent Transportation Systems and Artificial Intelligence Review.

In The Last Decade

Iuliia Kotseruba

22 papers receiving 1.3k citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Iuliia Kotseruba Canada	14	720	599	481	322	270	24	1.4k
Franz Kümmert Germany	18	466 0.6×	466 0.8×	125 0.3×	425 1.3×	174 0.6×	115	1.2k
Katharina Muelling United States	13	514 0.7×	383 0.6×	166 0.3×	326 1.0×	75 0.3×	16	966
Berthold Färber Germany	11	616 0.9×	221 0.4×	336 0.7×	105 0.3×	492 1.8×	50	1.4k
Yibiao Zhao United States	17	313 0.4×	855 1.4×	136 0.3×	298 0.9×	73 0.3×	28	1.4k
Patsorn Sangkloy United States	5	578 0.8×	1.2k 1.9×	133 0.3×	311 1.0×	43 0.2×	7	1.7k
Khaled Saleh Australia	14	296 0.4×	204 0.3×	150 0.3×	113 0.4×	123 0.5×	50	707
Anup Doshi United States	15	589 0.8×	467 0.8×	284 0.6×	127 0.4×	372 1.4×	22	1.3k
Katherine Driggs-Campbell United States	15	441 0.6×	237 0.4×	119 0.2×	259 0.8×	142 0.5×	53	829
Eshed Ohn-Bar United States	24	608 0.8×	1.2k 2.0×	137 0.3×	308 1.0×	257 1.0×	64	2.0k
Jannik Fritsch Germany	17	469 0.7×	829 1.4×	39 0.1×	306 1.0×	291 1.1×	59	1.4k

Countries citing papers authored by Iuliia Kotseruba

Since Specialization

Citations

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

Fields of papers citing papers by Iuliia Kotseruba

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Iuliia Kotseruba

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

Kotseruba, Iuliia & John K. Tsotsos. (2024). Understanding and Modeling the Effects of Task and Context on Drivers’ Gaze Allocation. 1337–1344. 1 indexed citations

Kotseruba, Iuliia & John K. Tsotsos. (2024). Data Limitations for Modeling Top-Down Effects on Drivers’ Attention. 21. 1345–1352.

Kotseruba, Iuliia, et al.. (2024). Diving Deeper Into Pedestrian Behavior Understanding: Intention Estimation, Action Prediction, and Event Risk Assessment. 1381–1388. 1 indexed citations

Rasouli, Amir & Iuliia Kotseruba. (2023). PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning. 9844–9851. 20 indexed citations

Kotseruba, Iuliia & Amir Rasouli. (2023). Intend-Wait-Perceive-Cross: Exploring the Effects of Perceptual Limitations on Pedestrian Decision-Making. 1–6. 1 indexed citations

Kotseruba, Iuliia & John K. Tsotsos. (2022). Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets. IEEE Transactions on Intelligent Transportation Systems. 23(11). 19907–19928. 29 indexed citations

Kotseruba, Iuliia, Amir Rasouli, & John K. Tsotsos. (2021). Benchmark for Evaluating Pedestrian Action Prediction. 1257–1267. 89 indexed citations

Rasouli, Amir, Iuliia Kotseruba, & John K. Tsotsos. (2020). Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs. arXiv (Cornell University). 171. 19 indexed citations

Kotseruba, Iuliia, Amir Rasouli, & John K. Tsotsos. (2020). Do They Want to Cross? Understanding Pedestrian Intention for Behavior Prediction. 1688–1693. 48 indexed citations

10.

Kotseruba, Iuliia, et al.. (2020). Do Saliency Models Detect Odd-One-Out Targets? New Datasets and Evaluations. arXiv (Cornell University). 137. 3 indexed citations

11.

Rasouli, Amir, Iuliia Kotseruba, Toni Kunić, & John K. Tsotsos. (2019). PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction. 6261–6270. 260 indexed citations

12.

Tsotsos, John K., et al.. (2019). Rapid visual categorization is not guided by early salience-based selection. PLoS ONE. 14(10). e0224306–e0224306.

13.

Rasouli, Amir, Iuliia Kotseruba, & John K. Tsotsos. (2018). Towards Social Autonomous Vehicles: Understanding Pedestrian-Driver Interactions. 729–734. 17 indexed citations

14.

Kotseruba, Iuliia, et al.. (2018). Active Fixation Control to Predict Saccade Sequences. 3184–3193. 20 indexed citations

15.

Rasouli, Amir, Iuliia Kotseruba, & John K. Tsotsos. (2017). Are They Going to Cross? A Benchmark Dataset and Baseline for Pedestrian Crosswalk Behavior. 206–213. 236 indexed citations

16.

Rasouli, Amir, Iuliia Kotseruba, & John K. Tsotsos. (2017). Agreeing to cross: How drivers and pedestrians communicate. 264–269. 148 indexed citations

17.

Kotseruba, Iuliia & John K. Tsotsos. (2016). A Review of 40 Years of Cognitive Architecture Research: Core Cognitive Abilities and Practical Applications. arXiv (Cornell University). 26 indexed citations

18.

Tsotsos, John K., et al.. (2016). A Focus on Selection for Fixation. Journal of Eye Movement Research. 9(5). 10 indexed citations

19.

Kotseruba, Iuliia, et al.. (2016). A Review of 40 Years of Cognitive Architecture Research: Focus on Perception, Attention, Learning and Applications.. 41 indexed citations

20.

Kotseruba, Iuliia. (2016). Visual Attention in Dynamic Environments and its Application to Playing Online Games. 3 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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