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IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(2)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Electronic Letters on Computer Vision and Image Analysis(1)
Generative Adversarial Networks for Image-to-Image Translation(1)
Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019(1)
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Métodos informáticos especiales(6)
Ciencias de la computación(3)
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Cross-spectral image patch similarity using convolutional neural network
Conference ObjectAbstract: The ability to compare image regions (patches) has been the basis of many approaches to core computePalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusDeep Learning Based Shrimp Classification
Conference ObjectAbstract: This work proposes a novel approach based on deep learning to address the classification of shrimp (Palabras claves:color space, Light weight network, PigmentationAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Francisca Burgos, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Patricia UrdialesFuentes:googlescopusDeep learning based corn kernel classification
Conference ObjectAbstract: This paper presents a full pipeline to classify sample sets of corn kernels. The proposed approach fPalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Christian X. Larrea, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Raúl A. Mira, Raúl Alberto MiraFuentes:googlescopusDeep learning-based vegetation index estimation
Book PartAbstract: This chapter proposes a novel approach to estimate the Normalized Difference Vegetation Index (NDVI)Palabras claves:CycleGAN, NDVI, Near-infrared spectraAutores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusCYCLE GENERATIVE ADVERSARIAL NETWORK: TOWARDS A LOW-COST VEGETATION INDEX ESTIMATION
Conference ObjectAbstract: This paper presents a novel unsupervised approach to estimate the Normalized Difference Vegetation IPalabras claves:CyclicGAN, Instance normalization, NDVI, Near infrared spectraAutores:A. D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusImage patch similarity through a meta-learning metric based approach
Conference ObjectAbstract: This paper proposes a novel approach to learn the best representation of the image patches to determPalabras claves:convolutional neural networks, Meta learning, Metric Based, Siamese networksAutores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusImage vegetation index through a cycle generative adversarial network
Conference ObjectAbstract: This paper proposes a novel approach to estimate the Normalized Difference Vegetation Index (NDVI) jPalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Hammoud R.I., Patricia L. Suarez RiofrioFuentes:googlescopusProcessing and Representation of Multispectral Images Using Deep Learning Techniques
ArticleAbstract: This thesis has implemented innovative techniques in the field of computer vision using visible andPalabras claves:convolutional neural networks, Generative Adversarial Network, haze, Infrared Imagery colorization, normalized difference vegetation index, Stacked Generative Adversarial NetworkAutores:Patricia L. Suarez RiofrioFuentes:googlescopusThermal image superresolution through deep convolutional neural network
Conference ObjectAbstract: Due to the lack of thermal image datasets, a new dataset has been acquired for proposed a super-resoPalabras claves:convolutional neural networks, Image enhancement, Thermal cameras, Thermal infrared imagesAutores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez Riofrio, Rafael Rivadeneira C.Fuentes:googlescopus