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

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”

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”

2018: Most Cited Computer Vision and Image Understanding Articles (published since 2013), “Pooling in Image Representation: the Visual Codeword Point of View”

2017: Honorable Mention, 12th Brazilian Conference on Melanoma, “Knowledge Transfer for Melanoma Screening with Deep Learning”

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