9786202092616

Novel Approach for detection of objects in surveillance videos

Pardhu Thottempudi

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ISBN-13:

978-620-2-09261-6

ISBN-10:
6202092610
EAN:
9786202092616
Book language:
English
Blurb/Shorttext:
In this work, a novel scheme for object detection in complex background scenes has been proposed.The input videos used have fixed backgrounds and static cameras. Initially median of few frames is evaluated for obtaining a proper estimate of the background.Local threshold based background subtraction is done for extracting objects from the video sequence.During sudden illumination changes, optical flow analysis is used for motion segmentation.It is assumed that during photometric distortions, the object is in motion.Subsequently shadow detection and suppression is done to the resulting thresholded image. Hue Saturation Value(HSV) color space model is used for shadow suppression.Visual measures convey the performance of the algorithm.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Pardhu Thottempudi
Number of pages:
64
Published on:
2017-12-04
Stock:
Available
Category:
Other
Price:
35.90 €
Keywords:
Detecting Objects, Novel algorithm, Survillance Videos, Suspecious objects

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