Julien Diot

ORCID: 0000-0002-8738-2034
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About
Contact & Profiles
Research Areas
  • Remote Sensing in Agriculture
  • Genetics and Plant Breeding
  • Model-Driven Software Engineering Techniques
  • Genetic Mapping and Diversity in Plants and Animals
  • Smart Agriculture and AI
  • Educational Games and Gamification
  • Digital Humanities and Scholarship
  • Genetic and phenotypic traits in livestock
  • Interactive and Immersive Displays
  • Scientific Computing and Data Management
  • Remote Sensing and LiDAR Applications

The University of Tokyo
2023

Institut Agro Montpellier
2018-2019

Sorghum (Sorghum bicolor L. Moench) is a C4 tropical grass that plays an essential role in providing nutrition to humans and livestock, particularly marginal rainfall environments. The timing of head development the number heads per unit area are key adaptation traits consider agronomy breeding, but time consuming labor intensive score. We propose two-step machine-based image processing method detect count from high-resolution images captured by unmanned aerial vehicles (UAVs) breeding...

10.3389/fpls.2018.01544 article EN cc-by Frontiers in Plant Science 2018-10-23

Advances in genotyping technologies have provided breeders with access to the genotypic values of several thousand genetic markers their breeding materials. Combined phenotypic data, this information facilitates genomic selection. Although selection can benefit breeders, it does not guarantee efficient improvement. Indeed, multiple components schemes may affect efficiency improvement and controlling all be possible. In study, we propose a new application Bayesian optimisation for optimizing...

10.3389/fpls.2022.1050198 article EN cc-by Frontiers in Plant Science 2023-01-11
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