Title :
Natural images classification by multiple pixel analysis
Author :
Naccari, F. ; Battiato, S. ; Capra, A. ; Cariolo, S. ; Castorina, A.
Author_Institution :
Adv. Syst. Technol., STMicroelectronics, Italy
Abstract :
This work describes an algorithm aimed at performing an automatic natural scene image classification. It is based on a combined analysis of chromatic and spatial features of the pixels, for the recognition of landscape and portrait scenes. Quantitative results are also presented and show the effectiveness of the combined analysis proposed. Various image processing applications can easily take advantage of the proposed solution.
Keywords :
feature extraction; image classification; natural scenes; automatic scene classification; chromatic features; image processing; landscape scenes; multiple pixel analysis; natural image classification; portrait scene recognition; spatial features; Humans; Image analysis; Image classification; Image color analysis; Image databases; Image segmentation; Layout; Pixel; Skin; Vegetation mapping;
Conference_Titel :
Consumer Electronics, 2005. ICCE. 2005 Digest of Technical Papers. International Conference on
Print_ISBN :
0-7803-8838-0
DOI :
10.1109/ICCE.2005.1429807
