Title :
New efficient video similarity searching method with 2-phase filtering
Author :
HASE, Hidetake ; Kawagoe, Kyoji
Author_Institution :
Dept. of Comput. Sci., Ritsumeikan Univ., Shiga, Japan
Abstract :
We propose a method of similarity searching for video objects using 2-phase filtering. The method proposed in this paper provides efficient and effective video similarity searching from a set of sub-sequences of video objects given a clip video. It can also find video objects that match to the clip exactly or approximately. Our approach of video search can discard dissimilar video objects in an efficient way and keeping the possible similar video objects. The proposed method has the following features: 1) significant reduction of index size by using DFT (discrete Fourier transform) coefficient values; and 2) realization of efficient similarity searching with 2-phase filtering. First, a basic concept of our method and process flow is shown. Next, details of each stage of the process are introduced. Moreover, some result of preliminary experiments is described in this paper.
Keywords :
discrete Fourier transforms; image retrieval; image sequences; indexing; video signal processing; 2-phase filtering; discrete Fourier transform; video clip; video object subsequences; video similarity searching method; Data mining; Databases; Feature extraction; Filtering; Indexing; Internet; Layout; Search engines; Search methods; Video compression;
Conference_Titel :
Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
Print_ISBN :
0-7803-7978-0
DOI :
10.1109/PACRIM.2003.1235763