World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
30
Citations
7806
World Ranking
13849
National Ranking
73

Overview

Roberto M. Cesar is affiliated with the Universidade de São Paulo in Brazil and has contributed extensively to the field of computer science, with particular emphasis on computer vision and pattern recognition. The research spans 27 publications within computer science, including significant work in subfields such as computer vision and pattern recognition, artificial intelligence, molecular biology, global and planetary change, and environmental engineering.

The scientist's research topics cover a range of advanced and interdisciplinary areas. Major focuses include:

  • Advanced Image Processing Techniques
  • Domain Adaptation and Few-Shot Learning
  • Automated Road and Building Extraction
  • Advanced Neural Network Applications
  • Image Enhancement Techniques
  • COVID-19 Diagnosis Using AI
  • Radiomics and Machine Learning in Medical Imaging

Roberto M. Cesar has published research in multiple venues, reflecting a diversity of interests and collaborative projects. Frequent publication venues include:

  • arXiv (Cornell University)
  • International Journal of Computer Vision
  • Computers & Graphics
  • Scientific Reports
  • Pattern Recognition

Several co-authors have collaborated repeatedly with Roberto M. Cesar, indicating ongoing research partnerships. Frequent collaborators include:

  • Eric K. Tokuda
  • Luciano da Fontoura Costa
  • Hugo Oliveira
  • Isabelle Bloch
  • Claudio Silva

Highlighted recent publications illustrate the thematic range and scope of Roberto M. Cesar's work:

  • A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives, 2021, International Journal of Computer Vision
  • Mapping the walk: A scalable computer vision approach for generating sidewalk network datasets from aerial imagery, 2023, Computers Environment and Urban Systems
  • Automatic detection of the parasite Trypanosoma cruzi in blood smears using a machine learning approach applied to mobile phone images, 2022, PeerJ
  • An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation, 2023, Computers & Graphics
  • Conference on graphics, patterns and images, 2022, Pattern Recognition Letters

Best Publications

  • Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification

    J.V.B. Soares;J.J.G. Leandro;R.M. Cesar;H.F. Jelinek

  • Shape Analysis and Classification: Theory and Practice

    Luciano da Fontoura Da Costa;Roberto Marcondes Cesar

  • Retinal Vessel Segmentation Using the 2-D Morlet Wavelet and Supervised Classification

    João V. B. Soares;Jorge J. G. Leandro;Roberto M. Cesar;Herbert F. Jelinek

  • Inference from clustering with application to gene-expression microarrays.

    Edward R. Dougherty;Junior Barrera;Marcel Brun;Seungchan Kim

  • Brazilian Bibliometric Coauthorship Networks

    Jesús Pascual Mena‐Chalco;Luciano Antonio Digiampietri;Fabrício Martins Lopes;Roberto Marcondes Cesar

  • Identification of Protein Coding Regions Using the Modified Gabor-Wavelet Transform

    Jesus Mena-Chalco;Helaine Carrer;Yossi Zana;Roberto M. Cesar

  • Shape Classification and Analysis: Theory and Practice

    Luciano da Fontoura Costa;Roberto Marcondes Cesar

  • Inexact graph matching for model-based recognition: Evaluation and comparison of optimization algorithms

    Roberto M. Cesar;Endika Bengoetxea;Isabelle Bloch;Pedro Larrañaga

  • Shape characterization with the wavelet transform

    J.-P. Antoine;D. Barache;R. M. Cesar;R. M. Cesar;L. da Fontoura Costa

  • Automated segmentation of retinal blood vessels and identification of proliferative diabetic retinopathy

    Herbert F. Jelinek;Michael J. Cree;Jorge J. G. Leandro;João V. B. Soares

  • On the ternary spatial relation "Between"

    I. Bloch;O. Colliot;R.M. Cesar

  • Interactive image segmentation by matching attributed relational graphs

    Alexandre Noma;Ana B. V. Graciano;Roberto M. Cesar;Luis A. Consularo

  • Application and assessment of multiscale bending energy for morphometric characterization of neural cells

    Roberto Marcondes Cesar;Luciano da Fontoura Costa

  • Feature selection environment for genomic applications.

    Fabrício Martins Lopes;David Corrêa Martins;Roberto M Cesar

  • Automated detection of proliferative retinopathy in clinical practice.

    Audrey Karperien;Herbert F Jelinek;Jorge J G Leandro;João V B Soares

  • Development of retinal blood vessel segmentation methodology using wavelet transforms for assessment of diabetic retinopathy

    David Cornforth;Herbert Jelinek;Jorge Leandro;Joao Soares

  • A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks

    Fabrício Martins Lopes;David Correa Martins;Junior Barrera;Roberto Marcondes Cesar

  • DimReduction - Interactive Graphic Environment for Dimensionality Reduction

    Fabrício Martins Lopes;David Correa Martins;Roberto M. Cesar

  • W-operator window design by minimization of mean conditional entropy

    David C. Martins;Roberto M. Cesar;Junior Barrera

  • Graph-based Object Tracking Using Structural Pattern Recognition

    A.B.V. Graciano;R.M. Cesar;I. Bloch

  • An introduction to neural networks

    Roberto Marcondes Cesar;Luciano da Fontoura Costa

  • Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

    Isabelle Bloch;Roberto M. Cesar

  • Shape Classification and Analysis : Theory and Practice, Second Edition

    Luciano da Fontoura Costa;Roberto Marcondes Cesar

Frequent Co-Authors

Luciano da Fontoura Costa
Luciano da Fontoura Costa Universidade de São Paulo
Isabelle Bloch
Isabelle Bloch Télécom ParisTech
Luiz Velho
Luiz Velho Instituto Nacional de Matemática Pura e Aplicada
Cláudio T. Silva
Cláudio T. Silva New York University
Rogerio Feris
Rogerio Feris IBM (United States)
Florence Tupin
Florence Tupin Télécom ParisTech
Adrian Hilton
Adrian Hilton University of Surrey
Ulisses M. Braga-Neto
Ulisses M. Braga-Neto Texas A&M University
Edward R. Dougherty
Edward R. Dougherty Texas A&M University
M. Madan Babu
M. Madan Babu St. Jude Children's Research Hospital

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