no code implementations • 19 May 2022 • Adrián Inés, Andrés Díaz-Pinto, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
By combining semi-supervised learning methods with compact networks, it is possible to obtain a similar performance to standard size networks.
1 code implementation • 16 Dec 2021 • Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
In this work, we address this challenge by studying both neural style transfer algorithms and unpaired image-to-image translation methods in the context of the segmentation of tumour spheroids.
1 code implementation • 14 Dec 2021 • María Villota, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
Forms are a widespread type of template-based document used in a great variety of fields including, among others, administration, medicine, finance, or insurance.
1 code implementation • IEEE 2020 • Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
In this work, we present FrImCla, an open-source and free tool that simplifies the construction of robust models for image classification from a dataset of images, and only using the computer CPU.
1 code implementation • 12 Dec 2019 • Ángela Casado-García, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual
A correct localisation of tables in a document is instrumental for determining their structure and extracting their contents; therefore, table detection is a key step in table understanding.