Mostrando 5 resultados de: 5
Publisher
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)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(1)
Proceedings - 15th International Conference on Signal Image Technology and Internet Based Systems, SISITS 2019(1)
Área temáticas
Métodos informáticos especiales(4)
Biblioteconomía y Documentación informatica(1)
Ciencias de la computación(1)
Física aplicada(1)
Colorizing infrared images through a triplet conditional DCGAN architecture
Conference ObjectAbstract: This paper focuses on near infrared (NIR) image colorization by using a Conditional Deep ConvolutionPalabras claves:CNN in multispectral imaging, Image colorizationAutores: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:googlescopusSynthesized Image Datasets: Towards an Annotation-Free Instance Segmentation Strategy
Conference ObjectAbstract: This paper presents a complete pipeline to perform deep learning-based instance segmentation of diffPalabras claves:Food grains, Instance segmentation, Synthesized dataset generationAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez RiofrioFuentes:googlescopus