DocumentCode
2292113
Title
Image decomposition for selective encryption and flexible network services
Author
Scopigno, Riccardo M. ; Belfiore, Stefano
Author_Institution
Multimedia Networking Lab, Ist. Superiore Mario Boella Torino, Italy
Volume
4
fYear
2004
fDate
29 Nov.-3 Dec. 2004
Firstpage
2302
Abstract
We propose a novel image and video preprocessing technique (edge and residuum decomposition - ERD) that mainly concerns the decomposition of the image into three separate components: edge location; gray-tone or color inside the edges; residuum "smooth" image. While the residuum image is compatible with any natural-image encoder, new algorithms and solutions are introduced to achieve a compressed description of the edge-based information; the overall occupancy is comparable to that yielded by traditional image and video encoders. Both qualitative and quantitative results are shown, as well as an analysis of the separate components. Since all the components (edge position, edge color and residuum) are needed to completely describe the image, whilst some of them are particularly critical to recognize (and "preview") it, the proposed solution enables new encoding services, mainly selective encryption; just hiding edge positions leaves a perceptually meaningless image unencrypted.
Keywords
cryptography; data compression; edge detection; image coding; image colour analysis; video coding; edge and residuum decomposition; edge color; edge location; flexible network services; gray-tone; image decomposition; image preprocessing technique; residuum smooth image; selective encryption; video preprocessing technique; Cryptography; Data security; Discrete cosine transforms; Image coding; Image decomposition; Image recognition; Motion estimation; Shape; Transform coding; Video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN
0-7803-8794-5
Type
conf
DOI
10.1109/GLOCOM.2004.1378419
Filename
1378419
Link To Document