Recent Publications

More Publications

In: ISIC Skin Image Analysis Workshop and Challenge at MICCAI’18

In: ISIC Skin Image Analysis Workshop and Challenge at MICCAI’18

Frontiers in Bioengineering and Biotechnology’18

Information Fusion’18

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

Current Students

Alumni

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”

Décio Aguiar (IC/Unicamp)

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), “Generative adversarial networks for applied geophysics”

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”

Davi Silva dos Santos (DComp/UFS), “Combating waste: A mobile app for food donation”, Supervisors: Sandra Avila, Beatriz Andrade, André Carvalho, Breno Piva

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”

Nívea Neyara Bomfim Melo (DComp/UFS), “Combating waste: A mobile app for food donation”, Supervisors: Sandra Avila, Beatriz Andrade, André Carvalho, Breno Piva

William Ryuji Massuda (IC/Unicamp), “Skin cancer classification with generative adversarial networks”

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