Zobrazeno 1 - 10
of 127
pro vyhledávání: '"Faria, Fabio"'
Autor:
Borlido, Isabela, Bouhid, Eduardo, Sundermann, Victor, Resende, Hugo, Fazenda, Alvaro Luiz, Faria, Fabio, Guimarães, Silvio Jamil F.
The conservation of tropical forests is a topic of significant social and ecological relevance due to their crucial role in the global ecosystem. Unfortunately, deforestation and degradation impact millions of hectares annually, requiring government
Externí odkaz:
http://arxiv.org/abs/2409.04330
Autor:
Resende, Hugo, Neto, Eduardo B., Cappabianco, Fabio A. M., Fazenda, Alvaro L., Faria, Fabio A.
Conserving tropical forests is highly relevant socially and ecologically because of their critical role in the global ecosystem. However, the ongoing deforestation and degradation affect millions of hectares each year, necessitating government or pri
Externí odkaz:
http://arxiv.org/abs/2408.12381
The proliferation of deep learning solutions and the scarcity of large annotated datasets pose significant challenges in real-world applications. Various strategies have been explored to overcome this challenge, with data augmentation (DA) approaches
Externí odkaz:
http://arxiv.org/abs/2405.20259
The conservation of tropical forests is a topic of significant social and ecological relevance due to their crucial role in the global ecosystem. Unfortunately, deforestation and degradation impact millions of hectares annually, necessitating governm
Externí odkaz:
http://arxiv.org/abs/2404.02659
The conservation of tropical forests is a current subject of social and ecological relevance due to their crucial role in the global ecosystem. Unfortunately, millions of hectares are deforested and degraded each year. Therefore, government or privat
Externí odkaz:
http://arxiv.org/abs/2311.10513
Aerial scene classification, which aims to semantically label remote sensing images in a set of predefined classes (e.g., agricultural, beach, and harbor), is a very challenging task in remote sensing due to high intra-class variability and the diffe
Externí odkaz:
http://arxiv.org/abs/2303.11389
Rainforests play an important role in the global ecosystem. However, significant regions of them are facing deforestation and degradation due to several reasons. Diverse government and private initiatives were created to monitor and alert for defores
Externí odkaz:
http://arxiv.org/abs/2208.11687
Tropical forests represent the home of many species on the planet for flora and fauna, retaining billions of tons of carbon footprint, promoting clouds and rain formation, implying a crucial role in the global ecosystem, besides representing the home
Externí odkaz:
http://arxiv.org/abs/2208.11058
Classification is one of the most studied tasks in data mining and machine learning areas and many works in the literature have been presented to solve classification problems for multiple fields of knowledge such as medicine, biology, security, and
Externí odkaz:
http://arxiv.org/abs/2208.10996
Advances in image processing and analysis as well as machine learning techniques have contributed to the use of biometric recognition systems in daily people tasks. These tasks range from simple access to mobile devices to tagging friends in photos s
Externí odkaz:
http://arxiv.org/abs/2205.01772