Title :
Research on leaf recognition and simulation
Author :
Beibei Li ; Zhihong Zhao
Author_Institution :
Sch. of Electron. & Electron. Eng., Shanghai Second Polytech. Univ., Shanghai, China
Abstract :
This study addresses an algorithm to simulate some attributes of a leaf, including its contour, main vein and lateral vein. It covers the synthesis techniques including image segmentation, identifying object zone, and picking up zone shape. Firstly, its contour is extracted from its 2D image with a Sobel operator. Secondly, its contour and vein is simulated with a 1/f noise modeling method integrating with a curve fitting technique. Finally, its whole attributes is simulated by adopting a leaf area filling method. The experiments show that this algorithm is effective and can meet the user´s demand. This study may contribute to furthering micro-irrigation project design, virtual reality, and special species identification to some extent.
Keywords :
biology computing; curve fitting; image segmentation; irrigation; object recognition; vegetation; virtual reality; 1/f noise modeling method; 2D image; Sobel operator; curve fitting technique; image segmentation; lateral vein; leaf area filling method; leaf recognition; leaf simulation; main vein; microirrigation project design; object zone identification; special species identification; synthesis techniques; virtual reality; zone shape; 1/f noise; Contour extraction; area filling; curve fitting; leaf vein;
Conference_Titel :
Information Science and Control Engineering 2012 (ICISCE 2012), IET International Conference on
Conference_Location :
Shenzhen
Electronic_ISBN :
978-1-84919-641-3
DOI :
10.1049/cp.2012.2356