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Sensors (Switzerland)(2)
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Proceedings - 14th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2018(1)
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Deep Learning Based Camera Pose Estimation in Multi-view Environment
Conference ObjectAbstract: This paper proposes to use a deep learning network architecture for relative camera pose estimationPalabras claves:Camera pose estimation, deep learning, Multiview environment, Siamese ArchitectureAutores:A. D. Sappa, Boris X. Vintimilla Burgos, Jorge Misael Merchán RieraFuentes:googlescopusDense extreme inception network for edge detection
ArticleAbstract: Edge detection is the basis of many computer vision applications. State of the art predominantly relPalabras claves:boundary detection, cnn, Contour Detection, deep learning, edge detection, segmentationAutores:A. D. Sappa, Akbarinia A., Angel D. Sappa, Patricio Ricardo Humanante, Xavier Soria PomaFuentes: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:googlescopusLDC: Lightweight Dense CNN for Edge Detection
ArticleAbstract: This paper presents a Lightweight Dense Convolutional (LDC) neural network for edge detection. The pPalabras claves:boundary detection, deep learning, edge detectionAutores:A. D. Sappa, Angel D. Sappa, Pomboza Junez Gonzalo, Xavier Soria PomaFuentes:googlescopusTransfer learning from synthetic data in the camera pose estimation problem
Conference ObjectAbstract: This paper presents a novel Siamese network architecture, as a variant of Resnet-50, to estimate thePalabras claves:deep learning, Extrinsic Camera Parameters, Multi-view environments, Relative camera pose estimation, Siamese Architecture, synthetic dataAutores:A. D. Sappa, Boris X. Vintimilla Burgos, Henry Oswaldo Velesaca Lara, Jorge Misael Merchán RieraFuentes:googlescopusWide-band color imagery restoration for RGB-NIR single sensor images
ArticleAbstract: Multi-spectral RGB-NIR sensors have become ubiquitous in recent years. These sensors allow the visibPalabras claves:CNNs, deep learning, Multispectral imaging, RGB-NIR sensorAutores:A. D. Sappa, Angel D. Sappa, Hammoud R.I., Xavier Soria PomaFuentes:googlescopusRobust detection of outdoor urban advertising panels in static images
Conference ObjectAbstract: One interesting publicity application for Smart City environments is recognizing brand information cPalabras claves:Augmented reality, deep learning, Intersection over Union (IoU) metric, object detection, Single Shot Detector (SSD) architecture, Urban ads panelsAutores:A. D. Sappa, Angel D. Sappa, Morera Á., Sanchez A., Vélez J.F.Fuentes:googlescopus