Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images
Santos, Luiz Fernando Segato Dos, Rozendo, Guilherme Botazzo, Nascimento, Marcelo Zanchetta Do, Tosta, Thaina Aparecida Azevedo, Longo, Leonardo Henrique Da Costa, Neves, Leandro Alves
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
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Conference Proceeding
Exploring DeepDream and XAI Representations for Classifying Histological Images
Martinez, João Manoel Cardoso, Neves, Leandro Alves, Longo, Leonardo Henrique da Costa, Rozendo, Guilherme Botazzo, Roberto, Guilherme Freire, Tosta, Thaína Aparecida Azevedo, de Faria, Paulo Rogério, Loyola, Adriano Mota, Cardoso, Sérgio Vitorino, Silva, Adriano Barbosa, do Nascimento, Marcelo Zanchetta
Published in SN computer science (01.04.2024)
Published in SN computer science (01.04.2024)
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Journal Article
Percolation Features: An approach for evaluating fractal properties in colour images
Roberto, Guilherme Freire, Neves, Leandro Alves, da Costa Longo, Leonardo Henrique, Rozendo, Guilherme Botazzo, Tosta, Thaína Aparecida Azevedo, de Faria, Paulo Rogério, Martins, Alessandro Santana, do Nascimento, Marcelo Zanchetta
Published in Software impacts (01.12.2022)
Published in Software impacts (01.12.2022)
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Journal Article
Classification of H&E images exploring ensemble learning with two-stage feature selection
Tenguam, Jaqueline Junko, Da Costa Longo, Leonardo Henrique, Silva, Adriano Barbosa, De Faria, Paulo Rogerio, Do Nascimento, Marcelo Zanchetta, Neves, Leandro Alves
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
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Conference Proceeding
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images
Da Costa Longo, Leonardo Henrique, Martins, Alessandro S., Do Nascimento, Marcelo Zanchetta, Dos Santos, Luiz Fernando Segato, Roberto, Guilherme Freire, Neves, Leandro Alves
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
Published in 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP) (01.06.2022)
Get full text
Conference Proceeding