Isaac Pérez-Borrero

A fast and accurate deep learning method for strawberry instance segmentation

Isaac Pérez-Borrero, D. Marín, M. E. Arias et al. · Computers and Electronics in Agriculture · 2020 · 108 citations · Full text

Instance-based Learning, Image Analysis, Machine Learning +5

A new deep learning method for blood vessel segmentation in retinal images based on convolutional kernels and modified U-Net model

M. E. Arias, D. Marín, Isaac Pérez-Borrero et al. · Computer Methods and Programs in Biomedicine · 2021 · 92 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +13

A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network

Isaac Pérez-Borrero, D. Marín, Manuel Jesús Vasallo et al. · Neural Computing and Applications · 2021 · 54 citations

Convolutional Neural Network, Image Analysis, Machine Learning +4

Automatic detection of crohn disease in wireless capsule endoscopic images using a deep convolutional neural network

D. Marín, Juan A. Contreras-Fernandez, Isaac Pérez-Borrero et al. · Applied Intelligence · 2022 · 19 citations · Full text