Helin Dutağacı

932 total citations
42 papers, 624 citations indexed

About

Helin Dutağacı is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Signal Processing. According to data from OpenAlex, Helin Dutağacı has authored 42 papers receiving a total of 624 indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Computer Vision and Pattern Recognition, 11 papers in Aerospace Engineering and 8 papers in Signal Processing. Recurrent topics in Helin Dutağacı's work include Robotics and Sensor-Based Localization (11 papers), 3D Surveying and Cultural Heritage (8 papers) and Smart Agriculture and AI (8 papers). Helin Dutağacı is often cited by papers focused on Robotics and Sensor-Based Localization (11 papers), 3D Surveying and Cultural Heritage (8 papers) and Smart Agriculture and AI (8 papers). Helin Dutağacı collaborates with scholars based in Türkiye, France and United States. Helin Dutağacı's co-authors include Bülent Sankur, Afzal Godil, Chun Pan Cheung, Erdem Yörük, David Rousseau, Gilles Galopin, Pejman Rasti, Levent M. Arslan, Lale Akarun and Berk Gökberk and has published in prestigious journals such as Sensors, IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) and Signal Processing.

In The Last Decade

Helin Dutağacı

37 papers receiving 596 citations

Peers

Helin Dutağacı

CVPR

SP

PS

CM

EE

Zhanglin Cheng China

Carlos J. Ogáyar Spain

Adrian Bulat United Kingdom

Miroslav Benčo Slovakia

Ned Greene United States

Sergi Foix Spain

Ronald Yu United States

Adam Kortylewski United States

Supreeth Achar United States

Bernd Lintermann Germany

Zhanglin Cheng China

Helin Dutağacı

269 ×0.8

CVPR

15 ×0.1

SP

75 ×0.7

PS

61 ×0.5

CM

212 ×1.9

EE

Citations per year, relative to Helin Dutağacı Helin Dutağacı (= 1×) peers Zhanglin Cheng

Countries citing papers authored by Helin Dutağacı

Since Specialization

Citations

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

Fields of papers citing papers by Helin Dutağacı

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Helin Dutağacı

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

All Works

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20 of 20 papers shown

1.

Laurens, François, Walter Guerra, Lidia Lozano, et al.. (2025). Individual Segmentation of Intertwined Apple Trees in a Row via Prompt Engineering. Sensors. 25(15). 4721–4721.

2.

Dutağacı, Helin, et al.. (2023). Local region-learning modules for point cloud classification. Machine Vision and Applications. 35(1). 3 indexed citations

3.

Dutağacı, Helin. (2023). Using t-distributed stochastic neighbor embedding for visualization and segmentation of 3D point clouds of plants. TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES. 31(5). 792–813. 2 indexed citations

4.

Ahmad, Aziz, et al.. (2023). Automatic apple detection in orchards with computer vision and machine learning. Acta Horticulturae. 45–52. 1 indexed citations

5.

Dutağacı, Helin, et al.. (2022). Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods. Plant Methods. 18(1). 20–20. 41 indexed citations

6.

Dutağacı, Helin, et al.. (2022). RoseSegNet: An attention-based deep learning architecture for organ segmentation of plants. Biosystems Engineering. 221. 138–153. 23 indexed citations

7.

Dutağacı, Helin, et al.. (2021). Dimensionality Reduction for Ordinal Classification. 2021 29th European Signal Processing Conference (EUSIPCO). 1531–1535.

8.

Dutağacı, Helin, et al.. (2021). 2DLaserNet: A deep learning architecture on 2D laser scans for semantic classification of mobile robot locations. Engineering Science and Technology an International Journal. 28. 101027–101027. 8 indexed citations

9.

Özkan, Metin, et al.. (2021). Surface profile-guided scan method for autonomous 3D reconstruction of unknown objects using an industrial robot. The Visual Computer. 38(11). 3953–3977. 4 indexed citations

10.

Dutağacı, Helin, Pejman Rasti, Gilles Galopin, & David Rousseau. (2020). ROSE-X: an annotated data set for evaluation of 3D plant organ segmentation methods. Plant Methods. 16(1). 28–28. 50 indexed citations

11.

Dutağacı, Helin, et al.. (2019). Semantic classification of mobile robot locations through 2D laser scans. Intelligent Service Robotics. 13(1). 63–85. 4 indexed citations

12.

Özkan, Metin, et al.. (2016). Design of an application programming interface (API) for commercial industrial robots. 225–230. 2 indexed citations

13.

Dutağacı, Helin, et al.. (2015). Rule-Based Door Detection Using Laser Range Data in Indoor Environments. 510–517. 7 indexed citations

14.

Dutağacı, Helin, et al.. (2015). A probabilistic approach for semantic classification using laser range data in indoor environments. 375–381. 10 indexed citations

15.

Godil, Afzal, et al.. (2010). Benchmarks, performance evaluation and contests for 3D shape retrieval. 42–47. 5 indexed citations

16.

Gökberk, Berk, Helin Dutağacı, Aydın Ulaş, Lale Akarun, & Bülent Sankur. (2008). Representation Plurality and Fusion for 3-D Face Recognition. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics). 38(1). 155–173. 52 indexed citations

17.

Gökberk, Berk, Helin Dutağacı, Lale Akarun, & Bülent Sankur. (2007). Analysis of Representation and Feature Extraction Schemes for 3D Face Recognition. 1–4. 1 indexed citations

18.

Dutağacı, Helin, Bülent Sankur, & Y. Yemez. (2006). 3D face recognition by projection-based methods. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6072. 60720I–60720I. 4 indexed citations

19.

Yörük, Erdem, Helin Dutağacı, & Bülent Sankur. (2005). Hand based biometry. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5685. 1106–1106.

20.

Türk, Oytun, et al.. (2002). A sound source classification system based on subband processing. 641–644. 1 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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