Title :
A neural network approach to a classic image recognition problem
Author :
Harron, Wilson ; Pettinger, Calvin ; Dony, Robert
Author_Institution :
Sch. of Eng., Univ. of Guelph, Guelph, ON
Abstract :
Scenes from ldquoWherepsilas Waldo?rdquo are used as data sets to explore a method of pattern recognition using local histograms and neural networks. The method consists of splitting the image into a number of sub images, selecting random training images, training the neural networks and then passing the whole set of puzzles through the image to find the character Waldo. Results are shown which demonstrates that this method is effective for finding the pattern found in Waldopsilas shirt.
Keywords :
image recognition; neural nets; histograms; image recognition; neural network; pattern recognition; random training images; Books; Drugs; Histograms; Image recognition; Layout; Neural networks; Object recognition; Pattern recognition; Pixel; Testing; Where’s Waldo; neural networks; object recognition; pattern recognition;
Conference_Titel :
Electrical and Computer Engineering, 2008. CCECE 2008. Canadian Conference on
Conference_Location :
Niagara Falls, ON
Print_ISBN :
978-1-4244-1642-4
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2008.4564792