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Roberto Medina
Publications - 9
Citations - 545
Roberto Medina is an academic researcher. The author has contributed to research in topics: Visual inspection & Gabor filter. The author has an hindex of 7, co-authored 9 publications receiving 400 citations.
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Journal ArticleDOI
Road Crack Detection Using Visual Features Extracted by Gabor Filters
TL;DR: A method based on the use of Gabor filters is used to detect the longitudinal and transverse cracks and an AdaBoost algorithm is used for selecting and combining the classifiers, thus improving the results provided by a single classifier.
Journal ArticleDOI
Classification of Architectural Heritage Images Using Deep Learning Techniques
TL;DR: The main objective of this article is the application of techniques based on deep learning for the classification of images of architectural heritage, specifically through the use of convolutional neural networks, and promising results have been obtained in terms of accuracy.
Proceedings ArticleDOI
Enhanced automatic detection of road surface cracks by combining 2D/3D image processing techniques
TL;DR: A comprehensive automatic visual inspection system for detecting pavement cracks, built around a Laser Road Inspection System (LRIS) onboard an instrumented vehicle, is presented.
Journal ArticleDOI
Crack Detection in Concrete Tunnels Using a Gabor Filter Invariant to Rotation
TL;DR: A system for the detection of cracks in concrete tunnel surfaces, based on image sensors, is presented, improving the results of previous approaches and using a modified genetic algorithm based on the Differential Evolution optimization method.
Journal ArticleDOI
An Effective Texture Mapping Approach for 3D Models Obtained from Laser Scanner Data to Building Documentation
TL;DR: An effective methodology to obtain digital building documentation based on 3D textured models is presented and some hints are given concerning the automatic extraction of sections, orthophotos, and feature lines from the models.