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Extraction of egg morphometric measurements from Computed Tomography images using Computer Vision

Grant number: 24/02575-5
Support Opportunities:Scholarships in Brazil - Technical Training Program - Technical Training
Start date: March 01, 2024
End date: June 30, 2025
Field of knowledge:Physical Sciences and Mathematics - Computer Science - Computing Methodologies and Techniques
Agreement: CONFAP - National Council of State Research Support Foundations
Principal Investigator:Denis Henrique Pinheiro Salvadeo
Grantee:Jean Pierre Brik López Vargas
Host Institution: Instituto de Geociências e Ciências Exatas (IGCE). Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Rio Claro , SP, Brazil
Associated research grant:22/07446-3 - Chicken egg quality prediction using ovoscopy, depth sensing, computed tomography, computer vision and machine learning, AP.R

Abstract

Considerando um contexto de desenvolvimento de técnicas de predição automática de qualidade de ovos de galinha, ao qual esta bolsa TT se insere, este projeto visa implementar e comparar diversas técnicas de visão computacional e redes neurais profundas para a tarefa de segmentação semântica (classes: gema, casca, albúmen, câmara de ar e fundo) e extração automática de medidas morfométricas de ovos (o volume da câmara de ar, volume da gema, volume do ovo, largura e comprimento da gema, largura e comprimento do ovo e espessura da casca do ovo) em imagens tomográficas de ovo. (AU)

News published in Agência FAPESP Newsletter about the scholarship:
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Scientific publications
(The scientific publications listed on this page originate from the Web of Science or SciELO databases. Their authors have cited FAPESP grant or fellowship project numbers awarded to Principal Investigators or Fellowship Recipients, whether or not they are among the authors. This information is collected automatically and retrieved directly from those bibliometric databases.)
LOPEZ VARGAS, JEAN PIERRE BRIK; DE ABREU, KATARINY LIMA; DE PAULA, DAVI DUARTE; PINHEIRO SALVADEO, DENIS HENRIQUE; ARANTES DE SOUZA, LILIAN FRANCISCO; BOA-VIAGEM RABELLO, CARLOS. Alternative Non-Destructive Approach for Estimating Morphometric Measurements of Chicken Eggs from Tomographic Images with Computer Vision. FOODS, v. 13, n. 24, p. 18-pg., . (23/06422-6, 22/07446-3, 24/02575-5)