Title :
A Statistic Method of Crop Acreage Based on Image Recognition
Author_Institution :
Eng. Coll., China Agric. Univ., Beijing
Abstract :
VGGVS is a system that was equipped with GPS receivers, GIS software and CCD camera on off-road vehicle. VGGVS can firstly implement navigation and protract track of vehicle, can secondly collect the image of video and calculate crop proportion by manual or automatic mode based on matching between GPS and video frequency and image recognition, at the same time saved the data of GPS and image, can thirdly fix the sampling width depend on controlling of electromotor through the single of obliquity sensor in order to improve precision of image recognized and statistic result. This based-image statistic method was putted forward aiming at some statistic methods shortage. It can accurately calculate crop acreage in time, which provides credibility data for government to make decision and provides technological method for serving to agriculture and country farmer together with remote sensing estimate
Keywords :
crops; estimation theory; farming; government data processing; image recognition; remote sensing; statistical analysis; CCD camera; GIS software; GPS receivers; agriculture farming; country farming; crop acreage; crop proportion; electromotor control; image recognition; obliquity sensor; off-road vehicle; remote sensing estimation; statistic method; vehicle navigation; vehicle protract tracking; Charge coupled devices; Charge-coupled image sensors; Crops; Frequency; Geographic Information Systems; Global Positioning System; Image recognition; Navigation; Statistics; Vehicles; crop acreage; crop proportion; image recognition;
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
DOI :
10.1109/ISDA.2006.253873
