Title :
Calculating the Leaf-Area Based on Non-loss Correction Algorithm
Author :
Feng, Tan ; Chun, Wang
Author_Institution :
Coll. of Inf. & Technol., Heilongjiang Bayi Agric. Univ., DaQing, China
Abstract :
In order to realize non-loss measurement of Characters on plant leaves, a method based bilinear mapping has been advanced. Firstly, Bilinear space transformation is used to mapping the pixels position between distortion image and original image, secondly, calculating the value of leaf-area and related values. The validity of measurement has not been influenced by size and figure differential, the experiment shows that distort image of plant leaves can be corrected, and effective area can be extracted commendably, the accuracy can reach to more than 99% when using this method to correct the images of plant leaves. the results shows that the method of technology of computer vision is accurate, simple and convenient in measuring leaf area, which is very important to the collecting and use of plant information of digital agriculture.
Keywords :
agriculture; area measurement; biology computing; botany; computer vision; bilinear mapping; bilinear space transformation; computer vision; digital agriculture; image processing; nonloss correction algorithm; pixel position; plant leaf area calculating; Accuracy; Area measurement; Equations; Image resolution; Image segmentation; Pixel; Plants (biology); Correction Algorithm; Image Processing; Plant leaves; Soybean; Theory of Bilinear mapping;
Conference_Titel :
Information Science and Management Engineering (ISME), 2010 International Conference of
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-7669-5
Electronic_ISBN :
978-1-4244-7670-1
DOI :
10.1109/ISME.2010.54