Title :
Colour texture analysis of natural scenes using neural networks
Author :
Markou, M. ; Singh, M. ; Singh, S.
Author_Institution :
Dept. of Comput. Sci., Exeter Univ., UK
fDate :
6/24/1905 12:00:00 AM
Abstract :
The recognition and analysis of natural objects is an important area of research. In this paper, we demonstrate the results of natural object recognition using colour texture features. The results on colour features are generated using a large scene analysis benchmark and neural network classifier. These results are compared to the use of grey-scale features on the same data and found to be much superior
Keywords :
feature extraction; image classification; image colour analysis; image texture; natural scenes; neural nets; object recognition; colour features; colour texture analysis; grey-scale features; natural object recognition; natural scenes; neural network classifier; scene analysis benchmark; Classification tree analysis; Color; Information analysis; Layout; Neural networks; Object recognition; Roads; Shape; Windows; Wire;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1007458
