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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
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)
Proceedings - 16th International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2022(1)
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Ciencias de la computación(5)
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scopus(5)
DOMAIN 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:googlescopusNon-homogeneous Haze Removal Through a Multiple Attention Module Architecture
Conference ObjectAbstract: This paper presents a novel attention based architecture to remove non-homogeneous haze. The proposePalabras claves:Adaptative, Instance normalization, Residual learning, Spatial attentionAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Patricia L. Suarez RiofrioFuentes:googlescopusTransformer based Image Dehazing
Conference ObjectAbstract: This paper presents a novel approach to remove non homogeneous haze from real images. The proposed mPalabras claves:atmospheric light, brightness component, computational cost, dehazing quality, haze-free imageAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez RiofrioFuentes:googlescopusSynthesized Image Datasets: Towards an Annotation-Free Instance Segmentation Strategy
Conference ObjectAbstract: This paper presents a complete pipeline to perform deep learning-based instance segmentation of diffPalabras claves:Food grains, Instance segmentation, Synthesized dataset generationAutores:A. D. Sappa, Angel D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez RiofrioFuentes:googlescopus