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Object Based Video Retrieval Using SIFT
Shradha Gupta; Neetesh Gupta; Shiv K Sahu
A method for retrieving video containing a
particular object, a single image of the object is given as a query.
The local invariant features are obtained for all frames in a
sequence and tracked throughout the shot to extract stable
features. In Video Retrieval system, each video that is stored in
the database has its features extracted and compared to the
features of the query image. Proposed work is to retrieve video
from the database by giving query as an object. Video is firstly
converted into frames, these frames are then segmented and an
object is separated from the image. Then features are extracted
from object image by using SIFT features. Features of the video
database obtained by the segmentation and feature extraction
using SIFT feature are matched by Nearest Neighbor Search
(NNS).