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3D Reconstruction of Chinese Hickory Trees for Mechanical Harvest
Published by the American Society of Agricultural and Biological Engineers, St. Joseph, Michigan www.asabe.orgCitation: 2012 Dallas, Texas, July 29 - August 1, 2012 121340678.(doi:10.13031/2013.41936)
Authors: Leiying He, Xiaoqiang Du, Gaohe Qiu, Chuanyu Wu
Keywords: 3D reconstruction, Stripe, Dynamic programming, Active contour, Minimum curvature constraint
Vibratory harvest is the most appropriate and efficient way to harvest Chinese hickory (Carya cathayensis Sarg.) nuts because of the hilly growth environment and scattered shooting architecture. To develop a mechanical harvester with tree dynamics parameter identification, a three dimensional (3D) machine vision system to map Chinese hickory trees for mechanical harvest is required. This paper proposes an approach for 3D reconstruction of Chinese hickory trees based on two images with complex background. In the proposed system, tree branches are roughly segmented from image by "stripe programming", and refined by the active contour. Then, a graph representing 2D tree structure is established based on the extracted skeletons. To improve the estimation accuracy, branch-to-branch correspondence instead of point-to-point correspondence is employed to recover the 3D skeleton of tree branches. Only few graphical user interfaces are used to generate the seeds of the stripes, and refine map of branches. An example is presented, and the result demonstrates that the reconstructed 3D Chinese Hickory tree is similar to the actual one.(Download PDF) (Export to EndNotes)