Alumni

Ph.D. Students

M.Sc. Students

  • Alceu Bissoto (IC/Unicamp), “Improving skin lesion analysis with generative adversarial networks” [PDF], September/2019.
  • Paulo Roberto Rocha Vitorino (ENE/UnB), “Filtros especializados para a detecção de pornografia infantil” [PDF], December/2016. Supervisors: Anderson Rocha, Sandra Avila.
  • Micael Cabrera Carvalho (FEEC/Unicamp), “Transfer schemes for deep learning in image classification” [PDF], July/2015. Supervisors: Eduardo Valle, Sandra Avila.
  • Michel Silva Fornaciali (FEEC/Unicamp), “Towards robust melanoma screening: A case for enhanced mid-level features” [PDF], June/2015. Supervisors: Eduardo Valle, Sandra Avila.

Undergraduate Students

  • Akari Ishikawa (IC/Unicamp), “Combating the Elsagate phenomenon: Deep learning architectures for disturbing cartoons” [PDF], Scientific Initiation, December/2019.
  • Leonardo Lima De Souza (IC/Unicamp), “Detecção de frutos em viticultura utilizando redes neurais profundas” [PDF], Supervisors: Sandra Avila, Thiago Teixeira Santos, Scientific Initiation, December/2019.
  • João Henrique Speglich (IC/Unicamp),“Construção automática de guias de velocidade para sísmica de reflexão” [PDF], Capstone Project, December/2019.
  • Luis Felipe Hamada Serrano (IC/Unicamp), “Deep learning techniques for skin cancer classification”, Scientific Initiation, December/2019.
  • William Ryuji Massuda (IC/Unicamp), “Skin cancer classification with generative adversarial networks”, Scientific Initiation, March/2019.
  • Andreza Aparecida dos Santos (IC/Unicamp), “Detecção Automática de Uvas e Folhas em Viticultura com uma Rede Neural YOLOv2” [Video] [PDF], Scientific Initiation, July/2018. Supervisors: Thiago Teixeira Santos, Sandra Avila.
  • Davi Silva dos Santos (DComp/UFS), “Combating waste: A mobile app for food donation”, Technology Initiation, July/2018. Supervisors: Sandra Avila, Beatriz Andrade, André Carvalho, Breno Piva
  • Nívea Neyara Bomfim Melo (DComp/UFS), “Combating waste: A mobile app for food donation”, Technology Initiation, July/2018. Supervisors: Sandra Avila, Beatriz Andrade, André Carvalho, Breno Piva
  • Vitor Alves Arrais de Souza (IC/Unicamp), “Deep Neural Networks for Generating Music” [PDF], Capstone Project, July/2018.
  • Nadja Yanna Braga Ramos (FEEC/Unicamp), “Android Smart Girls: Análise observacional e por survey de um curso para ensino de programação de computadores voltado a garotas do ensino médio” [PDF], Capstone Project, December/2014. Supervisors: Eduardo Valle, Sandra Avila.
  • Edemir Ferreira de Andrade Junior (DCC/UFMG), “Pornography video detection”, Scientific Initiation, December/2013. Supervisors: Arnaldo Araújo, Sandra Avila.
  • Guilherme Silva Terra (DCC/UFMG), “Video genre classification”, Scientific Initiation, July/2010. Supervisors: Arnaldo Araújo, Sandra Avila.
  • Hygor Hernane Telles e Silva (DCC/UFMG), “Nude detection in videos”, Scientific Initiation, December/2009. Supervisors: Arnaldo Araújo, Sandra Avila.