Non Identical Duplicate Video Detection using SIFT Method

Vaiapury, Karthikeyan and Atrey, Pradeep K and Kankanhalii, Mohan S and Ranxakrishnan, Kalpathi (2007) Non Identical Duplicate Video Detection using SIFT Method. In: IET International Conference on Visual Information Engineering 2006 VIE 2006, 26-28 Sept. 2006, Bangalore, India.

PDF NON-IDE.pdf - Published Version Restricted to Registered users only Download (3MB) | Request a copy

Abstract

Non-Identical Duplicate video detection is a challenging research problem. Non-Identical Duplicate video are a pair of videos that are not exactly identical but are almost similar.In this paper, we evaluate two methods - Keyframe -based and Tomography-based methods to determine the Non-Identical Duplicate videos. These two methods make use of the existing scale based shift invariant (SIFT) method to find the match between the key frames in first method, and the cross-sections through the temporal axis of the videos in second method.We provide extensive experimental results and the analysis of accuracy and efficiency of the above two methods on a data set of Non- Identical Duplicate video-pair.

Item Type:	Conference Paper
Publisher:	IEEE
Additional Information:	Copyright 2006 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Keywords:	NID video detection;SIFT.
Department/Centre:	Division of Electrical Sciences > Electrical Engineering
Date Deposited:	24 Nov 2011 06:42
Last Modified:	24 Nov 2011 06:42
URI:	http://eprints.iisc.ac.in/id/eprint/42136

Actions (login required)

View Item