Dirk Padfield

747 total citations
34 papers, 476 citations indexed

About

Dirk Padfield is a scholar working on Computer Vision and Pattern Recognition, Biophysics and Artificial Intelligence. According to data from OpenAlex, Dirk Padfield has authored 34 papers receiving a total of 476 indexed citations (citations by other indexed papers that have themselves been cited), including 17 papers in Computer Vision and Pattern Recognition, 14 papers in Biophysics and 12 papers in Artificial Intelligence. Recurrent topics in Dirk Padfield's work include Cell Image Analysis Techniques (13 papers), Medical Image Segmentation Techniques (8 papers) and AI in cancer detection (6 papers). Dirk Padfield is often cited by papers focused on Cell Image Analysis Techniques (13 papers), Medical Image Segmentation Techniques (8 papers) and AI in cancer detection (6 papers). Dirk Padfield collaborates with scholars based in United States, India and United Kingdom. Dirk Padfield's co-authors include Jens Rittscher, Badrinath Roysam, Nick Thomas, Manasi Datar, H. E. Cline, Katrin Tomanek, Fadi Biadsy, Thomas Sebastian, Alberto Santamaría-Pang and J.P. Helferty and has published in prestigious journals such as Circulation, IEEE Transactions on Image Processing and Medical Image Analysis.

In The Last Decade

Dirk Padfield

32 papers receiving 454 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Dirk Padfield United States	10	244	221	129	100	100	34	476
Faliu Yi South Korea	17	202 0.8×	347 1.6×	166 1.3×	38 0.4×	229 2.3×	42	850
Seungil Huh United States	12	226 0.9×	186 0.8×	136 1.1×	54 0.5×	136 1.4×	20	425
Antoine Veillard Singapore	10	202 0.8×	441 2.0×	480 3.7×	61 0.6×	59 0.6×	19	681
Yuri Murakami Japan	16	48 0.2×	270 1.2×	88 0.7×	49 0.5×	153 1.5×	65	622
Ahmed Fakhry United States	10	60 0.2×	153 0.7×	106 0.8×	66 0.7×	69 0.7×	18	408
Cher-Keng Heng China	4	204 0.8×	253 1.1×	212 1.6×	88 0.9×	105 1.1×	5	502
Saurav Basu United States	8	90 0.4×	146 0.7×	66 0.5×	42 0.4×	44 0.4×	19	442
Baris Sumengen United States	11	87 0.4×	364 1.6×	68 0.5×	52 0.5×	94 0.9×	24	499
Tomasz Macura United States	7	194 0.8×	403 1.8×	247 1.9×	117 1.2×	121 1.2×	8	796
Nikita Moshkov Hungary	7	153 0.6×	92 0.4×	89 0.7×	71 0.7×	57 0.6×	12	340

Countries citing papers authored by Dirk Padfield

Since Specialization

Citations

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

Fields of papers citing papers by Dirk Padfield

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dirk Padfield

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

Shen, Hua, et al.. (2023). MultiTurnCleanup: A Benchmark for Multi-Turn Spoken Conversational Transcript Cleanup. 9895–9903. 1 indexed citations

Padfield, Dirk & Colin Cherry. (2021). Inverted Projection for Robust Speech Translation. 236–244. 1 indexed citations

Li, Daniel, et al.. (2021). Sentence Boundary Augmentation for Neural Machine Translation Robustness. 7553–7557. 4 indexed citations

Liu, Shubao, Dirk Padfield, & Paulo R. S. Mendonça. (2013). Tracking of Carotid Arteries in Ultrasound Images. Lecture notes in computer science. 16(Pt 2). 526–533. 6 indexed citations

Padfield, Dirk, et al.. (2013). A Label Geometry Image Filter for Multiple Object Measurement. 6 indexed citations

Liu, Xiaoming, et al.. (2012). Learning-based scan plane identification from fetal head ultrasound images. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 8320. 83200A–83200A. 8 indexed citations

Padfield, Dirk. (2011). Masked Object Registration in the Fourier Domain. IEEE Transactions on Image Processing. 21(5). 2706–2718. 43 indexed citations

Padfield, Dirk, Jens Rittscher, & Badrinath Roysam. (2011). Quantitative biological studies enabled by robust cell tracking. 28. 1929–1934. 5 indexed citations

Padfield, Dirk, Jens Rittscher, & Badrinath Roysam. (2010). Coupled minimum-cost flow cell tracking for high-throughput quantitative analysis. Medical Image Analysis. 15(4). 650–668. 97 indexed citations

10.

Padfield, Dirk, et al.. (2010). Automated Interventricular Septum Thickness Measurement from B-Mode Echocardiograms. Lecture notes in computer science. 13(Pt 1). 510–517. 5 indexed citations

11.

Gao, Dashan, et al.. (2010). Automated Training Data Generation for Microscopy Focus Classification. Lecture notes in computer science. 13(Pt 2). 446–453. 10 indexed citations

12.

Padfield, Dirk, Jens Rittscher, & Badrinath Roysam. (2009). Coupled minimum-cost flow cell tracking. Lecture notes in computer science. 374–385. 2 indexed citations

13.

Padfield, Dirk, Jens Rittscher, & Badrinath Roysam. (2009). Coupled Minimum-Cost Flow Cell Tracking. Lecture notes in computer science. 21. 374–385. 22 indexed citations

14.

Padfield, Dirk & James C. Ross. (2009). Validation tools for image segmentation. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 7259. 72594W–72594W. 3 indexed citations

15.

Padfield, Dirk, Jens Rittscher, & Badrinath Roysam. (2008). Spatio-temporal cell segmentation and tracking for automated screening. 376–379. 31 indexed citations

16.

Datar, Manasi, Dirk Padfield, & H. E. Cline. (2008). Color and texture based segmentation of molecular pathology images usING HSOMS. 292–295. 39 indexed citations

17.

Padfield, Dirk, Jens Rittscher, Nick Thomas, & Badrinath Roysam. (2008). Spatio-temporal cell cycle phase analysis using level sets and fast marching methods. Medical Image Analysis. 13(1). 143–155. 99 indexed citations

18.

Padfield, Dirk, et al.. (2006). Spatio-Temporal Cell Cycle Analysis Using 3D Level Set Segmentation of Unstained Nuclei in Line Scan Confocal Fluorescence Images. 1036–1039. 19 indexed citations

19.

Padfield, Dirk & Ravindra M. Manjeshwar. (2006). Adaptive conductance filtering for spatially varying noise in PET images. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6144. 61446N–61446N. 1 indexed citations

20.

Mendonça, Paulo R. S., et al.. (2005). Quantification of Emphysema Severity by Histogram Analysis of CT Scans. Lecture notes in computer science. 8(Pt 1). 738–744. 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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