Title :
Fast visual search using simplified pruning rules - streamlined active search
Author :
Taguchi, Shingo ; Omachi, Shinichiro ; Aso, Hirotomo
Author_Institution :
Graduate Sch. of Eng., Tohoku Univ., Sendai, Japan
Abstract :
Object detection in an image has a lot of applications. It has been reported that color information has advantages in detecting objects. In this paper, a high-speed visual search strategy using color histograms by introducing simplified pruning rules and global pruning is proposed. Experimental results show that the proposed method outperforms traditional methods.
Keywords :
image colour analysis; object detection; search problems; color histogram; fast visual search; global pruning; object detection; simplified pruning rules; streamlined active search; Data mining; Data security; Digital cameras; Histograms; Image databases; Image retrieval; Information retrieval; Information security; Object detection; Streaming media;
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
Print_ISBN :
0-7695-2128-2
DOI :
10.1109/ICPR.2004.1333927