Alberto F. De Souza

Universidade Federal do Espírito Santo

Papers

19

Total Citations

1,373

H-Index

12

About

No biography available yet.

Research Focus

Artificial intelligence19 · 1,373 citations
Computer science19 · 1,373 citations
Computer vision12 · 1,233 citations
Pattern recognition (psychology)8 · 1,121 citations
Machine learning3 · 902 citations
Convolutional neural network2 · 830 citations
Support vector machine2 · 804 citations
Facial expression recognition1 · 798 citations
Face detection1 · 798 citations
Facial recognition system1 · 798 citations
Facial expression1 · 798 citations
Expression (computer science)1 · 798 citations

Key Achievements

12
H-Index
19
Papers
1,373
Total Citations
72
Avg Citations/Paper
🏆 Most Cited Paper
Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order
798 citations · 2016
📈 Most Prolific Year: 2016 (6 Papers)
🤝 Key Collaborators: 43
🏛 Institutions: Universidade Federal do Espírito Santo

Top Papers

  1. 1
    Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order
    798 citations · 2016
  2. 2
    A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-and-Place
    184 citations · 2016
  3. 3
    Large-scale mapping in complex field scenarios using an autonomous car
    86 citations · 2015
  4. 4
    Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars
    72 citations · 2019
  5. 5
    Self-driving cars: A survey
    53 citations · 2020
  6. 6
    EEG motor imagery classification using deep learning approaches in naïve BCI users
    32 citations · 2023
  7. 7
    A single sensor system for mapping in GNSS-denied environments
    20 citations · 2019
  8. 8
    A simple yet effective obstacle avoider for the IARA autonomous car
    18 citations · 2016
  9. 9
    Decoding lower-limb kinematic parameters during pedaling tasks using deep learning approaches and EEG
    17 citations · 2024
  10. 10
    Image-based mapping, global localization and position tracking using VG-RAM weightless neural networks
    13 citations · 2015

Key Collaborators

CBClaudine Badué11 shared papersTOThiago Oliveira-Santos9 shared papersLVLucas Veronese4 shared papersRGRânik Guidolini4 shared papersFMFilipe Mutz4 shared papersDDDenis Delisle-Rodríguez3 shared papersCDCristian David Guerrero-Méndez3 shared papersKEKostas E. Bekris3 shared papersTBTeodiano Bastos-Filho3 shared papersAFAvelino Forechi3 shared papersRSRahul Shome3 shared papersCFCristian Felipe Blanco-Díaz3 shared papersLJLauro J. Lyrio2 shared papersSJSebastián Jaramillo-Isaza2 shared papersFAFernando Auat Cheein2 shared papersCRColin Rennie2 shared papersRMRafhael M. Andrade2 shared papersAFAndrés F. Ruíz-Olaya2 shared papersEDEdilson de Aguiar2 shared papersRFRodrigo F. Berriel2 shared papers
Not generated yet