Record Details

Shot boundary detection in the presence of illumination and motion

DSpace at IIT Bombay

View Archive Info
 
 
Field Value
 
Title Shot boundary detection in the presence of illumination and motion
 
Creator WARHADE, KK
MERCHANT, SN
DESAI, UB
 
Subject Shot boundary detection
Dual-tree complex wavelet transform
Illumination
Motion
SIMILARITY
 
Description Detection of gradual transition and the elimination of disturbances caused by illumination change or fast object and camera motion are the major challenges to the current shot boundary detection techniques. These disturbances are often mistaken as shot boundaries. Therefore, it is a challenging task to develop a method that is not only insensitive to various disturbances but also sensitive enough to capture a shot change. To address these challenges, we propose an algorithm for shot boundary detection in the presence of illumination change, fast object motion, and fast camera motion. This is important for accurate and robust detection of shot boundaries and in turn critical for high-level content-based analysis of video. First, the propose algorithm extracts structure features from each video frame by using dual-tree complex wavelet transform. Then, spatial domain structure similarity is computed between adjacent frames. The declaration of shot boundaries are decided based on carefully chosen thresholds. Experimental study is performed on a number of videos that include significant illumination change and fast motion of camera and objects. The performance comparison of the proposed algorithm with other existing techniques validates its effectiveness in terms of better Recall, Precision, and F1 score.
 
Publisher SPRINGER LONDON LTD
 
Date 2014-10-14T12:44:36Z
2014-10-14T12:44:36Z
2013
 
Type Article
 
Identifier SIGNAL IMAGE AND VIDEO PROCESSING, 7(3)581-592
http://dx.doi.org/10.1007/s11760-011-0262-4
http://dspace.library.iitb.ac.in/jspui/handle/100/14437
 
Language en