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Advances in Intelligent Systems and Computing(1)
IEEE Access(1)
Pattern Recognition(1)
Proceedings - 14th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2018(1)
Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017(1)
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:googlescopusMultispectral single-sensor RGB-NIR imaging: New challenges and opportunities
Conference ObjectAbstract: Multispectral images captured with a single sensor camera have become an attractive alternative forPalabras claves:Color restoration, Multispectral images, Neural networks, RGB-NIR dataset, Single-sensor camerasAutores:A. D. Sappa, Akbarinia A., Angel D. Sappa, 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: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: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