Recent Publications

More Publications

In: ISIC Skin Image Analysis Workshop at MICCAI’18

In: ISIC Skin Image Analysis Workshop at MICCAI’18

Frontiers in Bioengineering and Biotechnology’18

Information Fusion’18

Journal of Visual Communication and Image Representation (JVCI’18)

Current Students


Ph.D. Students

Edson Bollis (IC/Unicamp), “Detection of citrus pests and diseases using mobile deep neural networks”, Supervisors: Sandra Avila, Hélio Pedrini

Michel Fornaciali (FEEC/Unicamp), “Reliable automated melanoma screening for the real world”, Supervisors: Eduardo Valle, Sandra Avila

M.Sc. Students

Alceu Bissoto (IC/Unicamp), “Improving melanoma screening with generative adversarial networks”

Breno Leite (IC/Unicamp), “Exploring deep audio features for violent scenes detection”

Eva Maia Malta (IC/Unicamp), “Computational cloud services for machine learning”, Supervisors: Edson Borin, Sandra Avila

Lucas de Magalhães Araújo (IC/Unicamp), Supervisors: Edson Borin, Sandra Avila

João Paulo Pereira Martin (IC/Unicamp), “Pornographic scenes localization using temporal information and deep learning techniques”, Supervisors: Zanoni Dias, Sandra Avila, Anderson Rocha

Jonlenes Castro (IC/Unicamp), “Improving seismic data with generative adversarial networks for horizon tracking”, Supervisors: Sandra Avila, Edson Borin

Marcos Teixeira (IC/Unicamp), “Multi-view data fusion for violent scenes detection”

Undergraduate Students

Akari Ishikawa (IC/Unicamp) “Deep learning architectures for disturbing content detection in cartoons”

Leonardo Lima De Souza (IC/Unicamp), “Metrologia por imagem para agricultura de precisão em fruticultura e fenotipagem”, Supervisors: Sandra Avila, Thiago Teixeira Santos

Luís Felipe Hamada Serrano (IC/Unicamp), “Deep learning techniques for skin cancer classification”


MC886/MO444: Aprendizado de Máquina e Reconhecimento de Padrões 2s2018, 2s2017

MC102: Algoritmos e Programação de Computadores 1s2019, 1s2018

2018: Scientific Merit, XXVI Congresso de Iniciação Científica da Unicamp, “Pornographic Cartoon Video Detection through Deep Neural Networks”

2018: Google Research Awards, Google LARA 2018: Latin America Research Awards, “Improving Skin Cancer Classification with Generative Adversarial Networks”

2018: Best Paper Award, ISIC Skin Image Analysis Workshop at MICCAI, “Data Augmentation for Skin Lesion Analysis”

2018: Prêmio Inventores Unicamp, Licensed Technology, “Multimodal and real-time method for sensitive media content filtering”

2018: Best Poster Award (2nd place), International Educational Symposium of The Melanoma World Society, “Generating High Quality Synthetic Skin Lesions for Boosting Automated Screening”