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