462 citations
- Universidade Federal de Mato Grosso do SulBR4 papers
- University of WaterlooCA4 papers
- Brazilian Agricultural Research CorporationBR2 papers
- Xiamen UniversityCN2 papers
- Agricultural Research CorporationSD1 paper
- Central University of Finance and EconomicsCN1 paper
- Fundação Carlos ChagasBR1 paper
- Instituto do SonoBR1 paper
- Universidade Católica Dom BoscoBR1 paper
- Universidade de SorocabaBR1 paper
- Universidade do Estado de Santa CatarinaBR1 paper
- Universidade Estadual Paulista (Unesp)BR1 paper
5 papers
Semantic Segmentation with Labeling Uncertainty and Class Imbalance
Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins +8
Recently, methods based on Convolutional Neural Networks (CNN) achieved impressive success in semantic segmentation tasks. However, challenges such as the class imbalance and the u…
Counting and Locating High-Density Objects Using Convolutional Neural Network
Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta +8
This paper presents a Convolutional Neural Network (CNN) approach for counting and locating objects in high-density imagery. To the best of our knowledge, this is the first object…
A Review on Deep Learning in UAV Remote Sensing
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos +7
Deep Neural Networks (DNNs) learn representation from data with an impressive capability, and brought important breakthroughs for processing images, time-series, natural language,…
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery
Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves +11
In this paper, we propose a novel deep learning method based on a Convolutional Neural Network (CNN) that simultaneously detects and geolocates plantation-rows while counting its p…
ALPRS - A New Approach for License Plate Recognition using the Sift Algorithm
Francisco Assis da Silva, Almir Olivette Artero, Maria Stela Veludo de Paiva +1
This paper presents a new approach for the automatic license plate recognition, which includes the SIFT algorithm in step to locate the plate in the input image. In this new approa…