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Assessment of uav-based deep learning for corn crop analysis in midwest Brazil. Author(s): MARTINS, J. A. C.; HIGUTI, A. Y. H.; PELLEGRIN, A. O.; JULIANO, R. S.; ARAUJO, A. M. de; PELLEGRIN, L. A.; LIESENBERG, V.; RAMOS, A. P. M.; GONÇALVES, W. N.; SANT’ANA, D. A.; PISTORI, H.; MARCATO JUNIOR, J. Abstract: Crop segmentation, the process of identifying and delineating agricultural fields or specific crops within an image, plays a crucial role in precision agriculture, enabling farmers and publi... ... Repository: BDPA Publication year: 2024
YOLO performance analysis for real-time detection of soybean pests. Author(s): TETILA, E. C.; SILVEIRA, F. A. G. da; COSTA, A. B. da; AMORIM, W. P.; ASTOLFI, G.; PISTORI, H.; BARBEDO, J. G. A. In this work, we evaluated the You Only Look Once (YOLO) architecture for real-time detection of soybean pests. Repository: BDPA Publication year: 2024
Prediction of Girolando cattle weight by means of body measurements extracted from images. Author(s): WEBER, V. A. de M.; WEBER, F. de L.; GOMES, R. da C.; OLIVEIRA JUNIOR, A. da S.; MENEZES, G. V.; ABREU, U. G. P. de; BELETE, N. A. de S.; PISTORI, H. The objective with this study was to analyze the body measurements of Girolando cattle, as well as measurements extracted from their images, to generate a model to understand which measures further ex... ... Repository: BDPA Publication year: 2020
Reconhecimento de bovino pantaneiro utilizando visão computacional através da rede neural convolucional: resultados preliminares. Author(s): WEBER, F. de L.; WEBER, V. A. de M.; MENEZES, G.; OLIVEIRA JUNIOR, A. da S.; ALVES, D. A.; OLIVEIRA, M. V. M. de; PISTORI, H.; ABREU, U. G. P. de A fim de propor um método de identificação não invasivo para o reconhecimento dos bovinos, este trabalho utilizou as redes neurais convolucionais (CNN), que é uma rede específica para processamento e... ... Repository: BDPA Publication year: 2019
Computer vision for larval structures identification applied to forensic science. Author(s): OLIVEIRA, C. E.; LIMA, L. R. de; OLIVEIRA, G. R. A. de; GONÇALVES, A. B.; PISTORI, H.; KOLLER, W. W. The diptera maggots are used in forensic entomology to estimate the post-mortem interval (PMI). Maggots have a wide range of morphological and structural features that aid in the identification. In or... ... Repository: BDPA Publication year: 2016
A comparative analysis of attribute reduction algorithms applied to wet-blue leather defects classification. Author(s): AMORIM, W. P.; PISTORI, H.; JACINTO, M. A. C. This paper presents an attribute reduction comparative study on four linear discriminant analysis techniques: FisherFace, CLDA, DLDA and YLDA. The attribute reduction has been applied to the problem o... ... Repository: BDPA Publication year: 2009

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