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Cross-spectral local descriptors via quadruplet network
ArticleAbstract: This paper presents a novel CNN-based architecture, referred to as Q-Net, to learn local feature desPalabras claves:cnn, Cross-spectral, Descriptor, InfraredAutores:A. D. Sappa, Aguilera C., Aguilera-Carrasco C.A., Angel D. Sappa, Toledo R.Fuentes:googlescopusFast CNN stereo depth estimation through embedded GPU devices
ArticleAbstract: Current CNN-based stereo depth estimation models can barely run under real-time constraints on embedPalabras claves:deep learning, Embedded GPU, Stereo matchingAutores:A. D. Sappa, Aguilera C., Aguilera-Carrasco C.A., Angel D. Sappa, Navarro C.A.Fuentes:googlescopusFeature point descriptors: Infrared and visible spectra
ArticleAbstract: This manuscript evaluates the behavior of classical feature point descriptors when they are used inPalabras claves:Cross-spectral imaging, Feature point descriptorsAutores:A. D. Sappa, Aguilera-Carrasco C.A., Angel D. Sappa, Boris X. Vintimilla Burgos, Carmen Chilán, Pablo RicaurteFuentes:googlescopusWavelet-based visible and infrared image fusion: A comparative study
ArticleAbstract: This paper evaluates different wavelet-based cross-spectral image fusion strategies adopted to mergePalabras claves:Discrete Wavelet Transform, Fusion evaluation metrics, Image fusion, Visible and infrared imagingAutores:A. D. Sappa, Aguilera-Carrasco C.A., Boris X. Vintimilla Burgos, Dennis G. Romero, Juan A. Carvajal, Oliveira M.Fuentes:googlescopus