{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["13"],"submitter":["Huang C"],"pubmed_abstract":["The wheat grain three-dimensional (3D) phenotypic characters are of great significance for final yield and variety breeding, and the ventral sulcus traits are the important factors to the wheat flour yield. The wheat grain trait measurements are necessary; however, the traditional measurement method is still manual, which is inefficient, subjective, and labor intensive; moreover, the ventral sulcus traits can only be obtained by destructive measurement. In this paper, an intelligent analysis method based on the structured light imaging has been proposed to extract the 3D wheat grain phenotypes and ventral sulcus traits. First, the 3D point cloud data of wheat grain were obtained by the structured light scanner, and then, the specified point cloud processing algorithms including single grai"],"journal":["Frontiers in plant science"],"pagination":["840908"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC9044079"],"repository":["biostudies-literature"],"pubmed_title":["An Intelligent Analysis Method for 3D Wheat Grain and Ventral Sulcus Traits Based on Structured Light Imaging."],"pmcid":["PMC9044079"],"pubmed_authors":["Hua X","Yang W","Huang C","Song P","Zhang Z","Liang X","Qin Z","Xiao W"],"additional_accession":[]},"is_claimable":false,"name":"An Intelligent Analysis Method for 3D Wheat Grain and Ventral Sulcus Traits Based on Structured Light Imaging.","description":"The wheat grain three-dimensional (3D) phenotypic characters are of great significance for final yield and variety breeding, and the ventral sulcus traits are the important factors to the wheat flour yield. The wheat grain trait measurements are necessary; however, the traditional measurement method is still manual, which is inefficient, subjective, and labor intensive; moreover, the ventral sulcus traits can only be obtained by destructive measurement. In this paper, an intelligent analysis method based on the structured light imaging has been proposed to extract the 3D wheat grain phenotypes and ventral sulcus traits. First, the 3D point cloud data of wheat grain were obtained by the structured light scanner, and then, the specified point cloud processing algorithms including single grai","dates":{"release":"2022-01-01T00:00:00Z","publication":"2022","modification":"2025-04-22T13:32:59.045Z","creation":"2024-11-09T21:46:50.487Z"},"accession":"S-EPMC9044079","cross_references":{"pubmed":["35498671"],"doi":["10.3389/fpls.2022.840908"]}}