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 :
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