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Proceedings - 14th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2018(1)
Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020(1)
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Dense 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:googlescopusDense extreme inception network: Towards a robust CNN model for edge detection
Conference ObjectAbstract: This paper proposes a Deep Learning based edge detector, which is inspired on both HED (HolisticallyPalabras claves:Autores:A. D. Sappa, Riba E., Xavier Soria PomaFuentes:googlescopusImproving Edge Detection in RGB Images by Adding NIR Channel
Conference ObjectAbstract: The edge detection is yet a critical problem in many computer vision and image processing tasks. ThePalabras claves:cnn, Contour Detection, edge detection, Near infrared images, RGB-NIR, VGGAutores:A. D. Sappa, Xavier Soria PomaFuentes: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: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