William Robson Schwartz

7.1k citations

150 papers · 4.3k indexed · 3 hit papers · h-index 30

Computer Vision and Pattern Recognition top 0.2%
Cardiology and Cardiovascular Medicine top 2%
Signal Processing top 0.5%
Artificial Intelligence top 2%
Media Technology top 0.5%

Co-authors: David Menotti Hélio Pedrini Larry S. Davis Eduardo Luz Guillermo Cámara-Chávez Anderson Rocha Allan Pinto Gabriel Resende Gonçalves
Topics: Advanced Image and Video Retrieval Techniques (32 papers)Video Surveillance and Tracking Methods (29 papers)Face recognition and analysis (25 papers)
Cited by: Computer Vision and Pattern Recognition Media Technology Signal Processing
Journals: Circulation Journal of the American College of Cardiology PEDIATRICS
Partner nations: Brazil United States France

In The Last Decade

William Robson Schwartz

137 papers receiving 4.1k 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.

ECG-based heartbeat classification for arrhythmia detection: A survey

2015 626 citations Eduardo Luz, William Robson Schwartz et al. Computer Methods and Programs in Biomedicine profile →
Human detection using partial least squares analysis

2009 329 citations William Robson Schwartz et al. profile →
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector

2018 325 citations Rayson Laroca, William Robson Schwartz et al. arXiv (Cornell University) profile →

Peers

Countries citing papers authored by William Robson Schwartz

Since Specialization

Citations

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

Fields of papers citing papers by William Robson Schwartz

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by William Robson Schwartz. 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 William Robson Schwartz. The network helps show where William Robson Schwartz may publish in the future.

Co-authorship network of co-authors of William Robson Schwartz

This figure shows the co-authorship network connecting the top 25 collaborators of William Robson Schwartz. A scholar is included among the top collaborators of William Robson Schwartz 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 William Robson Schwartz. William Robson Schwartz 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

#	Work	Indexed citations
1	Toward Advancing License Plate Super-Resolution in Real-World Scenarios: A Dataset and Benchmark 2025 ·Journal of the Brazilian Computer Society ·(unknown),(unknown),(unknown),William Robson Schwartz,Rayson Laroca,David Menotti	1
2	A Principled Benchmark for Seismic Data Segmentation 2025 ·IEEE Transactions on Geoscience and Remote Sensing ·(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),Cláudia Mara de Melo Tavares,William Robson Schwartz,Pedro O. S. Vaz de Melo,Alexei Manso Corrêa Machado	0
3	Literature review on deep learning for the segmentation of seismic images 2024 ·Earth-Science Reviews ·(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),(unknown),Alexei Manso Corrêa Machado,William Robson Schwartz,Pedro O. S. Vaz de Melo	2
4	Wearable sensors in patient acuity assessment in critical care 2024 ·Frontiers in Neurology ·Jessica Sena,(unknown),Jiaqing Zhang,(unknown),Sabyasachi Bandyopadhyay,(unknown),Yuanfang Ren,Tezcan Ozrazgat‐Baslanti,Benjamin Shickel,Tyler J. Loftus,William Robson Schwartz,Azra Bihorac,Parisa Rashidi	3
5	Open-set face recognition with maximal entropy and Objectosphere loss 2023 ·Image and Vision Computing ·(unknown),(unknown),Terrance E. Boult,William Robson Schwartz,Manuel Günther	4
6	Super-resolution of license plate images using attention modules and sub-pixel convolution layers 2023 ·Computers & Graphics ·(unknown),Rayson Laroca,(unknown),William Robson Schwartz,David Menotti	11
7	Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data 2023 ·PubMed ·Jessica Sena,Sabyasachi Bandyopadhyay,(unknown),(unknown),(unknown),(unknown),Tezcan Ozrazgat‐Baslanti,Patrick Tighe,Azra Bihorac,William Robson Schwartz,Parisa Rashidi	1
8	SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition 2019 ·arXiv (Cornell University) ·Carlos Caetano,(unknown),François Brémond,Jefersson A. dos Santos,William Robson Schwartz	10
9	Content-Based Multi-Camera Video Alignment using Accelerometer Data 2018 ·(unknown),(unknown),William Robson Schwartz	1
10	A mid-level video representation based on binary descriptors: A case study for pornography detection 2016 ·Neurocomputing ·Carlos Caetano,Sandra Avila,William Robson Schwartz,Silvio Jamil F. Guimarães,Arnaldo de Albuquerque Araújo	41
11	1Deep Representations for Iris, Face, and Fingerprint Spoofing Detection 2016 ·David Menotti,Giovani Chiachia,Allan Pinto,(unknown),William Robson Schwartz,Hélio Pedrini,(unknown),Anderson Rocha	239
12	Partial least squares for face hashing 2016 ·Neurocomputing ·(unknown),Ewa Kijak,Guillaume Gravier,William Robson Schwartz	4
13	ECG-based heartbeat classification for arrhythmia detection: A surveybreakdown → 2015 ·Computer Methods and Programs in Biomedicine ·Eduardo Luz,William Robson Schwartz,Guillermo Cámara-Chávez,David Menotti	626
14	Face Identification Using Large Feature Sets 2011 ·IEEE Transactions on Image Processing ·William Robson Schwartz,Huimin Guo,Jonghyun Choi,L.S. Davis	66
15	Des hiérarchies à l’intérieur de hiérarchie 2002 ·Sociologie et sociétés ·Charles Derber,William Robson Schwartz	5
16	Social work: The collected writings of William Schwartz 1994 ·Medical Entomology and Zoology ·William Robson Schwartz,(unknown)	20
17	Environmental medicine: its introduction into a medical school primary care requirement 1993 ·Medical Education ·Rosemary K. Sokas,(unknown),(unknown),(unknown),(unknown),William Robson Schwartz,Samuel J. Simmens	11
18	Late thrombolytic therapy preserves left ventricular function in patients with collateralized total coronary occlusion: Primary end point findings of the second mount sinai-new york university reperfusion trial 1989 ·Journal of the American College of Cardiology ·K.Peter Rentrop,Frederick Feit,Warren Sherman,Peter Stecy,(unknown),Marc Cohen,Mariano Rey,John A. Ambrose,(unknown),William Robson Schwartz,W.J. Cole,(unknown),John C. Thornton	81
19	Use of a computer simulation to evaluate a seminar on child abuse 1989 ·Pediatric Emergency Care ·Susanne Kost,William Robson Schwartz	2
20	Documentation of Students' Clinical Reasoning Using a Computer Simulation 1989 ·Archives of Pediatrics and Adolescent Medicine ·William Robson Schwartz	8

About William Robson Schwartz

William Robson Schwartz is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Signal Processing, having authored 150 papers that have together received 4.3k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (32 papers), Video Surveillance and Tracking Methods (29 papers) and Face recognition and analysis (25 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.5k citations), Media Technology (643 citations) and Signal Processing (772 citations). William Robson Schwartz has collaborated with scholars based in Brazil, United States and France. Frequent co-authors include David Menotti, Hélio Pedrini, Larry S. Davis, Eduardo Luz, Guillermo Cámara-Chávez, Anderson Rocha, Allan Pinto, Gabriel Resende Gonçalves, David Harwood and Rayson Laroca. Their work appears in journals such as Circulation, Journal of the American College of Cardiology and PEDIATRICS.

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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