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European Signal Processing Conference(1)
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
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Automatic design of aperture filters using neural networks applied to ocular image segmentation
Conference ObjectAbstract: Aperture filters are image operators which combine mathematical morphology and pattern recognition tPalabras claves:Aperture filters, Ensemble of Classifiers, IMAGE PROCESSING, mathematical morphology, Neural networks, pattern recognitionAutores:Ballarin V.L., Brun M., Marco E. BenalcázarFuentes:googlescopusAutomatic design of binary W-operators using artificial feed-forward neural networks based on the weighted mean square error cost function
Conference ObjectAbstract: One of the main issues concerning automatic design of W-operators is the one of generalization. ConsPalabras claves:Artificial Neural Network, Nonlinear regression, pattern recognition, pyramidal multiresolution, W-operators, weighted mean square errorAutores:Ballarin V.L., Brun M., Marco E. Benalcázar, Meschino G., Passoni I., Pra L.Fuentes:googlescopusA Comparative Study of Reinforcement Learning Algorithms Applied to Medical Image Registration
Conference ObjectAbstract: Nowadays, several medical procedures depend on the comparison and combination of images obtained inPalabras claves:Deep-Q Networks, Image registration, Machine learning, Q-Learning, reinforcement learningAutores:Ballarin V.L., Meschino G., Ramiro Fernando Isa-JaraFuentes:scopusArtificial neural networks applied to statistical design of window operators
ArticleAbstract: The design of binary W-operators, morphological operators that are translation-invariant and locallyPalabras claves:artificial neural networks, IMAGE PROCESSING, mathematical morphology, W-operatorsAutores:Ballarin V.L., Brun M., Marco E. BenalcázarFuentes:googlescopusMeasuring leaf area in soy plants by HSI color model filtering and mathematical morphology
Conference ObjectAbstract: There has been lately a significant progress in automating tasks for the agricultural sector. One ofPalabras claves:Autores:Ballarin V.L., Brun M., Marco E. Benalcázar, Padín J., Pastore J., Peirone L., Pereyra G.Fuentes:googlescopus