Paper Info
Title
Digital Meter Recognition Method Based on Topological Features of Image Contour
Abstract
With the rapid development of production automation and industrial intelligence, automatic recognition of digital meter readings has played a significant part in this trend of information revolution. To meet the higher and higher demand of recognition on IoT terminals with efficiency and accuracy, a method based on topological features of image contour is proposed. Image contours are classified according to size and bounding hierarchy during the reading location process, from which expected digits can be selected with the priori knowledge of the meter. The effectiveness of the algorithm is experimentally validated in complex environments.
Year
DOI
Venue
2019
10.1109/BMSB47279.2019.8971942
2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
Keywords
Field
DocType
meter recognition,image contour,image processing,digital meter,machine vision
Topology,Machine vision,Computer science,Internet of Things,Image processing,Information revolution,Metre (music),Hierarchy,Image contour,Bounding overwatch
Conference
ISSN
ISBN
Citations 
2155-5044
978-1-7281-2151-2
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
YiChen Zhang12610.72
Xinxin Yang200.34
Tao Hong3186.35
Chao Huo400.34