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Sensors (Switzerland)(3)
Advances in Intelligent Systems and Computing(2)
Proceedings - International Conference on Image Processing, ICIP(1)
Robotics and Autonomous Systems(1)
VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications(1)
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A visible-thermal fusion based monocular visual odometry
Conference ObjectAbstract: The manuscript evaluates the performance of a monocular visual odometry approach when images from diPalabras claves:Image fusion, LWIR-RGB cross-spectral imaging, Monocular visual odometryAutores:A. D. Sappa, Aguilera-Carrasco C.A., Angel D. Sappa, Boris X. Vintimilla Burgos, Danos E., Poujol J., Toledo R.Fuentes:googlescopusCross-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:googlescopusCross-spectral stereo correspondence using dense flow fields
Conference ObjectAbstract: This manuscript addresses the cross-spectral stereo correspondence problem. It proposes the usage ofPalabras claves:Cross-spectral stereo correspondence, Dense optical flow, Infrared and visible spectrumAutores:A. D. Sappa, Aguilera-Carrasco C.A., Angel D. Sappa, Boris X. Vintimilla Burgos, Onkarappa N.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:googlescopusMonocular visual odometry: A cross-spectral image fusion based approach
ArticleAbstract: This manuscript evaluates the usage of fused cross-spectral images in a monocular visual odometry apPalabras claves:Image fusion, LWIR-RGB cross-spectral imaging, Monocular visual odometryAutores:A. D. Sappa, Aguilera-Carrasco C.A., Angel D. Sappa, Boris X. Vintimilla Burgos, Dennis G. Romero, Juan A. Carvajal Ayala, Oliveira M., Toledo R.Fuentes:googlescopusLGHD: A feature descriptor for matching across non-linear intensity variations
Conference ObjectAbstract: This paper presents a new feature descriptor suitable to the task of matching features points betweePalabras claves:Feature descriptor, LWIR, Multi-modal, multi-spectral, NIRAutores:A. D. Sappa, Aguilera-Carrasco C.A., Angel D. Sappa, Toledo R.Fuentes: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:googlescopusRGBN multispectral images: A novel color restoration approach
Conference ObjectAbstract: This paper describes a color restoration technique used to remove NIR information from single sensorPalabras claves:Free sensor model, Multispectral imaging, neural networkAutores:A. D. Sappa, Aguilera-Carrasco C.A., Angel D. Sappa, Toledo R., Xavier Soria PomaFuentes:googlescopus