Robert J. Schalkoff

1.6k total citations · 1 hit paper
47 papers, 1.1k citations indexed

About

Robert J. Schalkoff is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering. According to data from OpenAlex, Robert J. Schalkoff has authored 47 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Computer Vision and Pattern Recognition, 9 papers in Artificial Intelligence and 7 papers in Aerospace Engineering. Recurrent topics in Robert J. Schalkoff's work include Advanced Vision and Imaging (18 papers), Neural Networks and Applications (8 papers) and Robotics and Sensor-Based Localization (7 papers). Robert J. Schalkoff is often cited by papers focused on Advanced Vision and Imaging (18 papers), Neural Networks and Applications (8 papers) and Robotics and Sensor-Based Localization (7 papers). Robert J. Schalkoff collaborates with scholars based in United States and Egypt. Robert J. Schalkoff's co-authors include E.S. McVey, Robert Geist, Brian C. Dean, Jonathan J. Halford, James Westall, Gabriel U. Martz, Ekrem Kutluay, Axel Busboom, Amir Arain and William O. Tatum and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Automatic Control and IEEE Transactions on Industrial Electronics.

In The Last Decade

Robert J. Schalkoff

43 papers receiving 945 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.

Pattern Recognition: Statistical, Structural and Neural Approaches

1991 669 citations Robert J. Schalkoff profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Robert J. Schalkoff United States	10	406	307	120	115	99	47	1.1k
Stefan Westberg United States	3	282 0.7×	334 1.1×	60 0.5×	79 0.7×	68 0.7×	6	1.2k
Derek Rose United States	12	442 1.1×	635 2.1×	118 1.0×	133 1.2×	88 0.9×	29	1.6k
Pai‐Hsuen Chen Taiwan	4	431 1.1×	502 1.6×	74 0.6×	84 0.7×	70 0.7×	4	1.3k
Brian C. Van Essen United States	6	283 0.7×	340 1.1×	61 0.5×	79 0.7×	76 0.8×	10	1.2k
Kohei Arai Japan	16	358 0.9×	233 0.8×	144 1.2×	41 0.4×	141 1.4×	365	1.6k
Stefan Elfwing Japan	11	505 1.2×	451 1.5×	80 0.7×	51 0.4×	60 0.6×	18	1.3k
Francesco Isgrò Italy	14	357 0.9×	239 0.8×	63 0.5×	71 0.6×	53 0.5×	66	903
Sahibsingh A. Dudani United States	5	769 1.9×	508 1.7×	137 1.1×	104 0.9×	48 0.5×	8	1.6k
Mst Shamima Nasrin United States	3	392 1.0×	548 1.8×	70 0.6×	82 0.7×	67 0.7×	4	1.4k
Ezequiel López‐Rubio Spain	20	731 1.8×	422 1.4×	200 1.7×	107 0.9×	51 0.5×	119	1.3k

Countries citing papers authored by Robert J. Schalkoff

Since Specialization

Citations

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

Fields of papers citing papers by Robert J. Schalkoff

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Robert J. Schalkoff. 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 Robert J. Schalkoff. The network helps show where Robert J. Schalkoff may publish in the future.

Co-authorship network of co-authors of Robert J. Schalkoff

This figure shows the co-authorship network connecting the top 25 collaborators of Robert J. Schalkoff. A scholar is included among the top collaborators of Robert J. Schalkoff 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 Robert J. Schalkoff. Robert J. Schalkoff 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

Schalkoff, Robert J., et al.. (2015). Hallowed Journeys: Reflections on Going to College and Living Abroad. 78(2). 29–34.

Halford, Jonathan J., Robert J. Schalkoff, Selim R. Benbadis, et al.. (2012). Standardized database development for EEG epileptiform transient detection: EEGnet scoring system and machine learning analysis. Journal of Neuroscience Methods. 212(2). 308–316. 50 indexed citations

Schalkoff, Robert J., et al.. (2012). Morphology-based wavelet features and multiple mother wavelet strategy for spike classification in EEG signals. PubMed. 2012. 3959–3962. 7 indexed citations

Schalkoff, Robert J., et al.. (2003). A model-based viewpoint determination method for multiple object 3-D motion estimation. 1074–1079. 1 indexed citations

Schalkoff, Robert J., et al.. (1998). Synthesis of cascade recurrent neural networks using feedforward generalization properties. Information Sciences. 108(1-4). 207–217. 2 indexed citations

Geist, Robert, et al.. (1997). Autonomous Visualization of Real Environments for Telepresence Applications. PRESENCE Virtual and Augmented Reality. 6(6). 645–657. 2 indexed citations

Schalkoff, Robert J., et al.. (1995). <title>Image processing and computer vision algorithm selection and refinement using an operator-assisted meta-algorithm</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 2488. 77–87. 4 indexed citations

Busboom, Axel & Robert J. Schalkoff. (1995). <title>Novel approach to direct surface parameter estimation using structured light</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 2488. 57–69. 1 indexed citations

Schalkoff, Robert J.. (1992). Pattern recognition : statistical, structural and neural approaches / Robert J. Schalkoff. American Journal of Physiology-Regulatory, Integrative and Comparative Physiology. 1992(1992). 1–99. 53 indexed citations

10.

Schalkoff, Robert J.. (1990). Artificial Intelligence Engine. McGraw-Hill, Inc. eBooks. 9 indexed citations

11.

Schalkoff, Robert J.. (1989). Digital image processing and computer vision: an introduction to theory and implementations. John Wiley & Sons, Inc. eBooks. 41 indexed citations

12.

Schalkoff, Robert J., et al.. (1988). A model-based vision system for multiple object three-dimensional motion interpretation.

13.

Schalkoff, Robert J.. (1987). Dynamic Imagery Modeling and Motion Estimation Using Weak Formulations. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-9(4). 578–584. 6 indexed citations

14.

Schalkoff, Robert J.. (1987). Analysis of the weak solution approach to image motion estimation. Pattern Recognition. 20(2). 189–197. 1 indexed citations

15.

Schalkoff, Robert J.. (1986). A Note on the Effective Use of PC-Based Spreadsheets for Course Grading. IEEE Transactions on Education. E-29(1). 42–45. 4 indexed citations

16.

Schalkoff, Robert J., et al.. (1986). An analytical approach to the determination of planar surface orientation using active — passive image pairs. Computer Vision Graphics and Image Processing. 35(3). 404–418. 3 indexed citations

17.

Schalkoff, Robert J.. (1984). Contextual Image Motion Estimation And Analysis Using Spatio-Temporal Primitives. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 485. 180–180. 4 indexed citations

18.

Schalkoff, Robert J.. (1983). Distributed parameter systems approach to feature extraction and motion estimation in image sequences. Image and Vision Computing. 1(4). 227–233. 5 indexed citations

19.

Schalkoff, Robert J. & E.S. McVey. (1982). A Model and Tracking Algorithm for a Class of Video Targets. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-4(1). 2–10. 52 indexed citations

20.

Schalkoff, Robert J.. (1981). Video tracking from the control viewpoint: Designing a new type of distributed parameter system regulator. IEEE Transactions on Automatic Control. 18(18). 87. 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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