Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods

Autor: Kaya Turgut, Helin Dutagaci, Gilles Galopin, David Rousseau

Publikováno v: Plant Methods, Vol 18, Iss 1, Pp 1-23 (2022)

Abstract Background Segmentation of structural parts of 3D models of plants is an important step for plant phenotyping, especially for monitoring architectural and morphological traits. Current state-of-the art approaches rely on hand-crafted 3D loca

Externí odkaz: https://doaj.org/article/cdce4ce7ded84dafa7eb419aa0e975d6

Toward Joint Acquisition-Annotation of Images with Egocentric Devices for a Lower-Cost Machine Learning Application to Apple Detection

Autor: Salma Samiei, Pejman Rasti, Paul Richard, Gilles Galopin, David Rousseau

Publikováno v: Sensors, Vol 20, Iss 15, p 4173 (2020)

Since most computer vision approaches are now driven by machine learning, the current bottleneck is the annotation of images. This time-consuming task is usually performed manually after the acquisition of images. In this article, we assess the value

Externí odkaz: https://doaj.org/article/5bee234e9fcf44269f7b85b8d34cc8e7

Toward Joint Acquisition-Annotation of Images with Egocentric Devices for a Lower-Cost Machine Learning Application to Apple Detection

Autor: David Rousseau, Paul Richard, Pejman Rasti, Gilles Galopin, Salma Samiei

Publikováno v: Sensors (Basel, Switzerland)
Sensors, Vol 20, Iss 4173, p 4173 (2020)
Sensors
Sensors, MDPI, 2020, 20 (15), pp.4173. ⟨10.3390/s20154173⟩
Volume 20
Issue 15

Since most computer vision approaches are now driven by machine learning, the current bottleneck is the annotation of images. This time-consuming task is usually performed manually after the acquisition of images. In this article, we assess the value

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9bb0f01f5c9798c48c6a60d9b085c052
https://pubmed.ncbi.nlm.nih.gov/32727124

Ornamental plants architectural characteristics in relation to visual sensory attributes: a new approach on the rose bush for objective evaluation of the visual quality

Autor: Nicolas Dones, Gilles Hunault, David Rousseau, D. Relion, Yann Chéné, Jean-Baptiste Durand, Gilles Galopin, Morgan Garbez, Etienne Belin, Yves Caraglio, M. Sigogne, R. Symoneaux

Publikováno v: European Journal of Horticultural Science
European Journal of Horticultural Science, Ulmer, 2018, 83 (3), pp.187-201. ⟨10.17660/eJHS.2018/83.3.8⟩
European Journal of Horticultural Science, 2018, 83 (3), pp.187-201. ⟨10.17660/eJHS.2018/83.3.8⟩

International audience; Within ornamental horticulture context, visual quality of plants is a critical criterion for consumers looking for immediate decorative effect products. Studying links between architecture and its phenotypic plasticity in resp

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5ea609f5a8f95eb603fcf76c6381c56c
https://hal.archives-ouvertes.fr/hal-01831318/file/83_3_8.pdf

Shape descriptors to characterize the shoot of entire plant from multiple side views of a motorized depth sensor

Autor: Etienne Belin, David Rousseau, François Chapeau-Blondeau, Morgan Garbez, Yann Chéné, Gilles Galopin

Publikováno v: Machine Vision and Applications
Machine Vision and Applications, Springer Verlag, 2016, 27 (4), pp.447--461. ⟨10.1007/s00138-016-0762-x⟩

International audience; A low-cost depth camera recently introduced is synchronized with a specially devised low-cost motorized turntable. This results in a low-cost motorized depth sensor, able to provide a large number of registered side views, whi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0847070178e761ab3248a66eee37c178
https://hal-agrocampus-ouest.archives-ouvertes.fr/hal-01327203