Rayson Laroca

1.7k citations

39 papers · 1.1k · 1 hit paper · h-index 15

Impact in

Media Technology top 0.5%
- Vehicle License Plate Recognition
Computer Vision and Pattern Recognition top 1%
- Advanced Neural Network Applications
- Handwritten Text Recognition Techniques
- Advanced Steganography and Watermarking Techniques
- Image and Object Detection Techniques
- Advanced Image Processing Techniques

Papers in

Media Technology 24
- Vehicle License Plate Recognition 24
Computer Vision and Pattern Recognition 32
- Handwritten Text Recognition Techniques 12
- Advanced Neural Network Applications 7
- Advanced Image Processing Techniques 6
- Advanced Vision and Imaging 5
- Face recognition and analysis 5
- Advanced Steganography and Watermarking Techniques 4

Co-authors: David Menotti (37 shared papers)William Robson Schwartz (9 shared papers)Gabriel Resende Gonçalves (5 shared papers)Luiz Antonio Zanlorensi Junior (7 shared papers)Evair Borges Severo (2 shared papers)Luiz S. Oliveira (3 shared papers)Eduardo Todt (2 shared papers)Diego Rafael Lucio (3 shared papers)
Journals: IET Intelligent Transport Systems (2 papers)IEEE Access (2 papers)Multimedia Tools and Applications (1 paper)Journal of Visual Communication and Image Representation (1 paper)Artificial Intelligence Review (1 paper)
Partner nations: Brazil Portugal Lithuania

In The Last Decade

Rayson Laroca

37 papers receiving 1.1k citations

Rayson Laroca's Hit Papers

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A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector 2018 · 436 citations

What are hit papers?

Paper score: A paper's citations measured against the top-1% bar of its own field and year: the square root of citations ÷ bar, so 1 means right at the bar and 2 means four times its citations. The bar blends the citation counts that enter the top 1% of the paper's subfields in its year (weighted 89.5%), of those subfields over all years (0.5%) and of its year across all fields (10%); a subfield and year with fewer than 400 papers takes its year's bar. Papers from 2026 are not scored yet: in an unfinished year, when a paper appeared matters more than how it is cited.

Hit paper: A paper cited at least 1.5× the top-1% bar of its field and year: a paper score of at least √1.5.

2018 arXiv (Cornell University)

Peers

Countries citing papers authored by Rayson Laroca

Since Specialization

Citations

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

Fields of papers citing papers by Rayson Laroca

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 19 scholars most cited alongside Rayson Laroca, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Rayson Laroca Line = papers co-authored together Rayson Laroca links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 39 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector arXiv (Cornell University) ·Rayson Laroca, Evair Borges Severo, Luiz Antonio Zanlorensi Junior, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti Hit paper breakdown →	2018	436
2	An efficient and layout‐independent automatic license plate recognition system based on the YOLO detector IET Intelligent Transport Systems ·Rayson Laroca, Luiz Antonio Zanlorensi Junior, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti	2021	131
3	Convolutional neural networks for automatic meter reading Journal of Electronic Imaging ·Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti	2019	71
4	On the Cross-dataset Generalization in License Plate Recognition arXiv (Cornell University) ·Rayson Laroca, E.S. Cardoso, Diego Rafael Lucio, Valter Estevam, David Menotti	2022	57
5	Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz	2018	51
6	Towards Image-Based Automatic Meter Reading in Unconstrained Scenarios: A Robust and Efficient Approach IEEE Access ·Rayson Laroca, Alessandra B. Araujo, Luiz Antonio Zanlorensi Junior, Eduardo Cunha de Almeida, David Menotti	2021	43
7	Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines arXiv (Cornell University) ·Rayson Laroca, David Menotti +1 other	2020	41
8	Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks arXiv (Cornell University) ·Cides S. Bezerra, Rayson Laroca, Diego Rafael Lucio, Evair Borges Severo, Lucas Ferrari de Oliveira, Alceu de Souza Britto Junior, David Menotti	2018	30
9	Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation arXiv (Cornell University) ·Rayson Laroca, David Menotti +3 others	2018	28
10	Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks IEEE Access ·Ícaro Oliveira de Oliveira, Rayson Laroca, David Menotti, Keiko Verônica Ono Fonseca, Rodrigo Minetto	2021	26
11	A Benchmark for Iris Location and a Deep Learning Detector Evaluation arXiv (Cornell University) ·Rayson Laroca, David Menotti +5 others	2018	26
12	Multi-task Learning for Low-Resolution License Plate Recognition Lecture notes in computer science ·Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz	2019	24
13	The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments arXiv (Cornell University) ·Luiz Antonio Zanlorensi Junior, Eduardo Jose da Silva Luz, Rayson Laroca, Alceu de Souza Britto Junior, Luiz S. Oliveira, David Menotti	2018	23
14	Super-resolution of license plate images using attention modules and sub-pixel convolution layers Computers & Graphics ·Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti	2023	19
15	A First Look at Dataset Bias in License Plate Recognition Rayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Jose da Silva Luz, David Menotti	2022	15
16	Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti	2022	13
17	A new periocular dataset collected by mobile devices in unconstrained scenarios Scientific Reports ·Luiz Antonio Zanlorensi Junior, Rayson Laroca, Diego Rafael Lucio, Lucas R. Santos, Alceu de Souza Britto Junior, David Menotti	2022	13
18	Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition Rayson Laroca, Valter Estevam, Alceu de Souza Britto Junior, Rodrigo Minetto, David Menotti	2023	12
19	Leveraging Model Fusion for Improved License Plate Recognition Lecture notes in computer science ·Rayson Laroca, Luiz Antonio Zanlorensi Junior, Valter Estevam, Rodrigo Minetto, David Menotti	2023	12
20	Simultaneous Iris and Periocular Region Detection Using Coarse Annotations arXiv (Cornell University) ·Rayson Laroca, David Menotti +3 others	2019	11

About Rayson Laroca

Rayson Laroca is a scholar working on Media Technology, Computer Vision and Pattern Recognition, Signal Processing, Building and Construction and Genetics, having authored 39 papers that have together received 1.1k indexed citations. Recurring topics across this work include Vehicle License Plate Recognition (24 papers), Handwritten Text Recognition Techniques (12 papers), Biometric Identification and Security (7 papers), Advanced Neural Network Applications (7 papers), Advanced Image Processing Techniques (6 papers), Advanced Vision and Imaging (5 papers), Face recognition and analysis (5 papers) and Advanced Steganography and Watermarking Techniques (4 papers). The work is most often cited by research in Media Technology (730 citations), Computer Vision and Pattern Recognition (834 citations), Building and Construction (147 citations), Signal Processing (108 citations) and Industrial and Manufacturing Engineering (56 citations). Rayson Laroca has collaborated with scholars based in Brazil, Portugal and Lithuania. Frequent co-authors include David Menotti, William Robson Schwartz, Gabriel Resende Gonçalves, Luiz Antonio Zanlorensi Junior, Evair Borges Severo, Luiz S. Oliveira, Eduardo Todt, Diego Rafael Lucio, Alceu de Souza Britto Junior and Rodrigo Minetto. Their work appears in journals such as IET Intelligent Transport Systems, IEEE Access, Multimedia Tools and Applications, Journal of Visual Communication and Image Representation and Artificial Intelligence Review.

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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