João Fernando Mari

18 papers B 1Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Breast Cancer Image Classification Using Deep Learning and Test-Time Augmentation.
VISIGRAPP (3): VISAPP
João Fernando Mari, Larissa Ferreira Rodrigues Moreira, Leandro Henrique Furtado Pinto Silva, Maurício C. Escarpinati, André R. Backes
2025 J jnl
Classification of Agricultural Pests Through Digital Images Using Deep Learning.
RITA
Pedro Lucas De Oliveira Costa, Thiago Matheus De Oliveira Costa, Larissa Ferreira Rodrigues Moreira, Leandro Henrique Furtado Pinto Silva, João Fernando Mari
2025 — conf
Evaluating Combinations of Optimizers and Loss Functions for Cloud Removal Using Diffusion Models.
VISIGRAPP (3): VISAPP
Leandro Henrique Furtado Pinto Silva, João Fernando Mari, Maurício C. Escarpinati, André R. Backes
2025 J jnl
Evaluating Deep Learning Models for Effective Weed Classification in Agricultural Images.
RITA
Bianca Panacho Ferreira, Pedro Henrique Campos Moreira, Leandro Henrique Furtado Pinto Silva, João Fernando Mari
2025 J jnl
Exploiting Data Augmentation Strategies to Improve the Classification of Spinal Disorders in X-Ray Images.
RITA
João Flávio Martins Pereira, João Fernando Mari, Leandro Henrique Furtado Pinto Silva
2025 — conf
Getting Started with Semantic Segmentation in PyTorch Using SMP.
SIBGRAPI
João Fernando Mari, Leandro Henrique Furtado Pinto Silva, Maurício Cunha Escarpinati, André Ricardo Backes
2025 J jnl
Identifying Malignant Skin Diseases Through Deep Learning.
RITA
Gabriel Sávio de Lima Mota, Matheus Vieira da Silva, João Fernando Mari, André Ricardo Backes
2024 J jnl
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images.
CoRR
Leonardo Gabriel Ferreira Rodrigues, Danilo Ferreira da Silva, Larissa Ferreira Rodrigues, João Fernando Mari
2024 — conf
Evaluating Multiple Combinations of Models and Encoders to Segment Clouds in Satellite Images.
VISIGRAPP (3): VISAPP
Jocsan Ribeiro da Luz Ferreira, Leandro Henrique Furtado Pinto Silva, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari
2024 J jnl
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks.
CoRR
Victor Júnio Alcântara Cardoso, Rodrigo Moreira, João Fernando Mari, Larissa Ferreira Rodrigues Moreira
2024 — conf
Optimizing CleanUNet Architecture Parameters for Enhancing Speech Denoising.
BRACIS (2)
Matheus Vieira da Silva, João Fernando Mari, André Ricardo Backes
2023 — conf
Evaluation of U-Net Backbones for Cloud Segmentation in Satellite Images.
VISIGRAPP (4: VISAPP)
Laura G. M. Arakaki, Leandro H. F. P. Silva, Matheus Vieira da Silva, Bruno M. Melo, André R. Backes, Maurício C. Escarpinati, João Fernando Mari
2023 J jnl
Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment.
Comput. Electron. Agric.
Matheus Vieira da Silva, Leandro H. F. P. Silva, Jocival Dantas Dias Junior, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari
2022 — conf
Non-Linear co-registration in UAVs' images using deep learning.
SIBGRAPI
Leandro Henrique Furtado Pinto Silva, Jocival Dantas Dias Junior, João Fernando Mari, Maurício Cunha Escarpinati, André Ricardo Backes
2020 J jnl
Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images.
Comput. Biol. Medicine
Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari
2018 B conf
Topological Mapping of Neurons using Activities Detected in MEA Recording Signals.
KES
José Roberto Campos, José Hiroki Saito, João Fernando Mari, Francisco Fambrini, Luís Mariano del Val Cura, Eduardo Rafael Lappa Rodriguez
2017 — conf
Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images.
SIBGRAPI
Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari
2015 — —
Análise quantitativa de culturas de neurônios em matrizes de microeletrodos por meio do processamento de imagens de microscopia confocal de fluorescência.
João Fernando Mari