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IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(3)
2019 IEEE 4th Ecuador Technical Chapters Meeting, ETCM 2019(1)
Advances in Intelligent Systems and Computing(1)
Generative Adversarial Networks for Image-to-Image Translation(1)
Intelligent Systems Reference Library(1)
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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: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 single image dehazing
Conference ObjectAbstract: This paper proposes a novel approach to remove haze degradations in RGB images using a stacked condiPalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Hammoud R.I., Patricia L. Suarez RiofrioFuentes: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:googlescopusAdaptive harris corner detector evaluated with cross-spectral images
Conference ObjectAbstract: This paper proposes a novel approach to use cross-spectral images to achieve a better performance wiPalabras claves:Cross-spectral, Fusion, Near infrared, Pixel, pruning, Visible spectraAutores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusPETRA: A Crowdsourcing-Based Platform for Rocks Data Collection and Characterization
Conference ObjectAbstract: This paper presents details of a distributed platform intended for data acquisition, evaluation, stoPalabras claves:characterization in petrology, collaborative framework, crowdsourcing, WEBSITEAutores:A. D. Sappa, Angel D. Sappa, Patricia L. Suarez Riofrio, Rafael Rivadeneira C., Raúl A. Mira, Raúl Alberto MiraFuentes:googlescopusInfrared Image Colorization Based on a Triplet DCGAN Architecture
Conference ObjectAbstract: This paper proposes a novel approach for colorizing near infrared (NIR) images using a Deep ConvolutPalabras claves:Autores:A. D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusVideo Analytics in Urban Environments: Challenges and Approaches
Book PartAbstract: This chapter reviews state-of-the-art approaches generally present in the pipeline of video analyticPalabras claves:Autores:A. D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Rafael Rivadeneira C., Sanchez A.Fuentes:scopus