Mostrando 10 resultados de: 26
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(6)
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops(4)
Advances in Intelligent Systems and Computing(2)
Proceedings - International Conference on Image Processing, ICIP(2)
16th International Conference on Computer Graphics, Visualization, Computer Vision and Image Processing, CGVCVIP 2022, 8th International Conference on Connected Smart Cities, CSC 2022, 7th International Conference on Big Data Analytics, Data Mining and Computational Intelligence, BigDaCI 2022, and 11th International Conference on Theory and Practice in Modern Computing, TPMC 2022 - Held at the 16th Multi Conference on Computer Science and Information Systems, MCCSIS 2022(1)
Área temáticas
Métodos informáticos especiales(19)
Ciencias de la computación(9)
Programación informática, programas, datos, seguridad(5)
Física aplicada(4)
Funcionamiento de bibliotecas y archivos(2)
Colorizing infrared images through a triplet conditional DCGAN architecture
Conference ObjectAbstract: This paper focuses on near infrared (NIR) image colorization by using a Conditional Deep ConvolutionPalabras claves:CNN in multispectral imaging, Image colorizationAutores:A. D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusComputer vision based food grain classification: A comprehensive survey
ArticleAbstract: This manuscript presents a comprehensive survey on recent computer vision based food grain classificPalabras claves:Computer vision approaches, Food grain identification, machine vision, quality inspectionAutores:A. D. Sappa, Angel D. Sappa, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Raúl A. Mira, Raúl Alberto MiraFuentes:googlescopusCross-Spectral Image Dehaze through a Dense Stacked Conditional GAN Based Approach
Conference ObjectAbstract: This paper proposes a novel approach to remove haze from RGB images using a near infrared images basPalabras claves:Convolutional Networks, Cross spectral, Dense, Infrared imaging, Stacked CGANAutores:A. D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusCross-spectral image patch similarity using convolutional neural network
Conference ObjectAbstract: The ability to compare image regions (patches) has been the basis of many approaches to core computePalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusDOMAIN ADAPTATION IN IMAGE DEHAZING: EXPLORING THE USAGE OF IMAGES FROM VIRTUAL SCENARIOS
Conference ObjectAbstract: This work presents a novel domain adaptation strategy for deep learning-based approaches to solve thPalabras claves:Dehazing, Domain Adaptation, Synthetic Hazed DatasetAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez RiofrioFuentes:googlescopusDeep Learning Based Shrimp Classification
Conference ObjectAbstract: This work proposes a novel approach based on deep learning to address the classification of shrimp (Palabras claves:color space, Light weight network, PigmentationAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Francisca Burgos, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Patricia UrdialesFuentes:googlescopusDeep learning based corn kernel classification
Conference ObjectAbstract: This paper presents a full pipeline to classify sample sets of corn kernels. The proposed approach fPalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Christian X. Larrea, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Raúl A. Mira, Raúl Alberto MiraFuentes:googlescopusDeep learning based single image dehazing
Conference ObjectAbstract: This paper proposes a novel approach to remove haze degradations in RGB images using a stacked condiPalabras claves:Autores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Hammoud R.I., Patricia L. Suarez RiofrioFuentes:googlescopusDeep learning-based vegetation index estimation
Book PartAbstract: This chapter proposes a novel approach to estimate the Normalized Difference Vegetation Index (NDVI)Palabras claves:CycleGAN, NDVI, Near-infrared spectraAutores:A. D. Sappa, Angel D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopusCYCLE GENERATIVE ADVERSARIAL NETWORK: TOWARDS A LOW-COST VEGETATION INDEX ESTIMATION
Conference ObjectAbstract: This paper presents a novel unsupervised approach to estimate the Normalized Difference Vegetation IPalabras claves:CyclicGAN, Instance normalization, NDVI, Near infrared spectraAutores:A. D. Sappa, Boris X. Vintimilla Burgos, Patricia L. Suarez RiofrioFuentes:googlescopus