Title :
Combining statistical measures to find image text regions
Author :
Clark, P. ; Mirmehdi, M.
Author_Institution :
Dept. of Comput. Sci., Bristol Univ., UK
Abstract :
We present a method based on statistical properties of local image pixels for focussing attention on regions of text in arbitrary scenes where the text plane is not necessarily fronto-parallel to the camera. This is particularly useful for desktop or wearable computing applications. The statistical measures are chosen to reveal characteristic properties of text. We combine a number of localised measures using a neural network to classify each pixel as text or non-text. We demonstrate our results on typical images
Keywords :
character recognition; computer vision; neural nets; statistical analysis; character recognition; computer vision; image text regions; neural network; statistical analysis; Cameras; Character recognition; Computer science; Layout; Neural networks; Optical character recognition software; Optical computing; Pixel; Text recognition; Wearable computers;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.905373