@Article{JICS-10-040,
author = {U Ravi Babu, Md Mastan and Y Venkateswarlu},
title = {Boundary and Region based Moments Analysis for Image Pattern Recognition},
journal = {Journal of Information and Computing Science},
year = {2024},
volume = {10},
number = {1},
pages = {040--045},
abstract = { In  a  number  of  pattern  recognition  application,  moments  have  been  used  to  recognize  image 
patterns.  The  recognition  process  involves  effective  shape  representation  method.  So,  the  present  paper 
analyzes  the  recognition  rate  in  two  different  shape  representation  methods  called  external  and  internal 
representation.  With  the  proper  shape  representation  of  the  given  image  pattern,  the  present  paper  has 
computed 7 boundary (external) based and 10 region (internal) based Hu moments. The experimental results 
on five  different pattern image  groups (Brick, Circle, Curve, Line and  Zigzag) are precisely recognized by 
both boundary based and region based moments of order 1 and 10 respectively. 
},
issn = {1746-7659},
doi = {https://doi.org/},
url = {http://global-sci.org/intro/article_detail/jics/22563.html}
}