membro de https://brcris.ibict.br/individual/comm_ee459614-d3fc-461b-b7eb-f628e356a377 Grupo de Computação Científica Grupo de Pesquisa Laboratório de Computação Visual e Recuperação de Dados Grupo de Pesquisa
publicações selecionadas Optimizing a Deep Residual Neural Network with Genetic Algorithm for Acute Lymphoblastic Leukemia Classification Automated detection of sugarcane crop lines from UAV images using deep learning A novel approach to estimated Boulingand-Minkowski fractal dimension from complex networks Implementação e comparação de métodos de estimativa da dimensão fractal e sua aplicação à análise e processamento de imagens Measuring water holding capacity in pork meat images using deep learning Sugarcane crop line detection from UAV images using genetic algorithm and Radon transform A novel approach to estimated Boulingand-Minkowski fractal dimension from complex networks Texture classification using deterministic walk and the influence of the neighbor set A new index for quantifying the ornamentational complexity of animals with shells EDT Method for Multiple Labelled Objects Subject to Tied Distances Automated assessment of water holding capacity in digital images Amazon wood species classification: a comparison between deep learning and pre-designed features A general grass growth model for urban green spaces management in tropical regions: A case study with bahiagrass in southeastern Brazil Estudos de métodos de análise de complexidade em imagens Implementação e comparação de estimativa da dimensão fractal e sua aplicação à análise e processamento de imagens Wild boar recognition using convolutional neural networks Validation of the Hospital Score as Predictor of 30-Day Potentially Avoidable Readmissions in a Brazilian Population: Retrospective Cohort Study An Artificial Intelligence-as-a-Service Architecture for deep learning model embodiment on low-cost devices: A case study of COVID-19 diagnosis Assessing the impact of JPEG compression on the semantic segmentation of agricultural images Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment Validation of the HOSPITAL score as predictor of 30-day potentially avoidable readmissions in pediatric hospitalized population: retrospective cohort study Automatic Segmentation of Bone Canals in Histological Images
theses/dissertations advising UAV-Multispectral Sensed Data Band Co-Registration Framework Detection of Sugarcane Crop Rows From UAV Images Using Semantic Segmentation and Radon Transform Estudo da Percepção Humana e Mineração de Preferências Contextuais na recomendação de Imagens para o Usuário. Detection and correction of deformations in UAVs’ images using deep learning Avaliação da capacidade de retenção de água em amostras de carne suína Desenvolvimento de um método para segmentação de imagens histológicas da rede vascular óssea Deteção de linhas de plantio em plantações de cana-de-açucar utilizando deep learning Predição de Óbitos Hospitalares, Tempo de Internação e Declínio do Estado Nutricional por Machine Learning Deep learning aplicado à inspeção visual de madeira, pólen e vírus
