Title :
The connecting of images based on machine vision and neural network
Author :
Ding, Yi ; Wang, Tianjiang ; Fu, Xian
Author_Institution :
Sch. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper introduces a novel method for image connecting using neural network. The algorithm finds the major overlapping area in the images to be connected using neural network and then join the images. The input to the network is edge detected images created by applying an algorithm on the original images. This work documents theoretical and computational investigation of connecting any two given images using SOM. It proves that Self-organizing neural networks can be efficiently used for this purpose.
Keywords :
computer vision; edge detection; self-organising feature maps; edge detection; image connection method; machine vision; neural network; self-organizing feature map; Biological neural networks; Image edge detection; Joining processes; Neurons; Testing; Training; Vectors;
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2011 Fourth International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-61284-374-2
DOI :
10.1109/IWACI.2011.6160038