Segmentation and replenishment of the target leaves in complex background
Journal Title: 广东农业科学 - Year 2018, Vol 45, Issue 5
Abstract
"In order to furtherly improve the operation efficiency and accuracy of the segmentation algorithm of target leaves in complex background，fuzzy C-cluster algorithm was adopted to improve the operation efficiency of the segmentation on the basis of the extra-green algorithm，and the convex hull filling method was used to improve the accuracy of the segmentation. First of all，the non-green part of the complex background was removed by using the extra-green algorithm. The green background which was largely different from the color of the target leaves was removed by using fuzzy C-cluster algorithm. While for the green background with smaller color difference，the edge information of the target leaves was obtained by using bottom- hat transformation，and then the area was removed by corrosion and the comparison of the connected regions. The edge gap of the target leaves was replenished to improve the segmentation accuracy by convex hull filling，reducing the rate of error rates. In addition，the operation efficiency of segmentation could be increased by extra-green algorithm combined with fuzzy C-cluster algorithm. The experimental results showed that the rate of error rate was by an average of 1.05%，and compared with the original algorithm，the segmentation efficiency was increased by 13.82% averagely."
Authors and Affiliations
Shuang-wen LI, Feng-guo LI
Keywords
Related Articles
- EP ID EP599406
- DOI 10.16768/j.issn.1004-874X.2018.05.020
- Views 66
- Downloads 0
Performance experiment of spoon-chain type potato seed-metering device
The spoon-chain type seed-metering device is widely-used in the middle and small size potato planter. Due to the polygon effect of chain transmission, the miss-seeding phenomenon of the seed-metering device is more obvio...
Research progress of lipid accumulation and detection techniques of energy microalgae
Regarding the raw sources of bio-oil, microalgae has drawn plenty of attention as an alternative to antiquated grain, lignin and animal fat. It features growing widely through photosynthesis with short growth cycle, rene...
Effect of boron regulation on root morphology and yield of common buckwheat
"Effect of spraying leaves with a boron fertilizer of different concentrations on the growth of roots and plant of low-yield Fengtian 1 common buckwheat were studied. The correlation between aboveground， underground and...
Segmentation and replenishment of the target leaves in complex background
"In order to furtherly improve the operation efficiency and accuracy of the segmentation algorithm of target leaves in complex background，fuzzy C-cluster algorithm was adopted to improve the operation efficiency of the...
Analysis on temporal and spatial characteristics of forest fires in Jiangxi province based on MODIS Data from 2001 to 2015
"Based on MODIS fire product data（ MCD14ML），this paper analyzed the spatial-temporal distribution characteristics of forest fires in Jiangxi province from 2001 to 2015 using mathematical statistics，spatial analysis a...