DocumentCode :
3179909
Title :
Video Surveillance: Legally Blind?
Author :
Kovesi, Peter
Author_Institution :
Sch. of Comput. Sci. & Software Eng., Univ. of Western Australia, Crawley, WA, Australia
fYear :
2009
fDate :
1-3 Dec. 2009
Firstpage :
204
Lastpage :
211
Abstract :
This paper shows that most surveillance cameras fall well short of providing sufficient image quality, in both spatial resolution and colour reproduction, for the reliable identification of faces. In addition, the low resolution of surveillance images means that when compression is applied the MPEG/JPEG DCT block size can be such that the spatial frequencies most important for face recognition are corrupted. Making things even worse, the compression process heavily quantizes colour information disrupting the use of pigmentation information to recognize faces. Indeed, the term ´security camera´ is probably misplaced. Many surveillance cameras are legally blind, or nearly so.
Keywords :
data compression; face recognition; image colour analysis; image resolution; video cameras; video coding; video surveillance; JPEG; MPEG; colour reproduction; compression process; face identification; face recognition; image quality; spatial resolution; surveillance camera; video surveillance; Cameras; Discrete cosine transforms; Face recognition; Frequency; Image coding; Image quality; Image resolution; Spatial resolution; Transform coding; Video surveillance; CCTV; compression; face recognition; image quality; spatial resolution; surveillance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Image Computing: Techniques and Applications, 2009. DICTA '09.
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-5297-2
Electronic_ISBN :
978-0-7695-3866-2
Type :
conf
DOI :
10.1109/DICTA.2009.41
Filename :
5384986
Link To Document :
بازگشت