Multi-view codec with low-complexity encoding for Distributed Video Coding

• Type: Article in International Scientific Journal
• Date: 2013

Authors

Lucian Ciobanu (Author) FEUP; Luís Corte-Real (Author) FEUP

Journal

Title: Multimedia Tools and Applications

Vol. 64 No. 3

Pages: 731-755

ISSN: 1380-7501

Publisher: Springer Nature

Indexing

ISI Web of Knowledge - 1 Citation

ISI Web of Science

Scopus - 1 Citation

Scientific classification

FOS: Engineering and technology > Electrical engineering, Electronic engineering, Information engineering

CORDIS: Technological sciences > Engineering > Electrical engineering

Other information

Authenticus ID: P-005-0KK

DOI: 10.1007/s11042-011-0970-3

Abstract (EN): The low-complexity encoding, as fundamental requirement of Distributed Video Coding, relies on performing the bulk of computation at decoder, including tasks as the generation of side information and particularly, inter-camera registration in the case of multi-view systems with complete-overlapped views and free motion of the cameras (e.g., video surveillance). In Ciobanu and Corte-Real (Multimedia Tools Appl 48(3):411-436, 2010) we introduced a codec-independent solution for such tasks at decoder. In this paper, we present a multi-view Wyner-Ziv codec (IWZ) designed for the architecture and scenarios from Ciobanu and Corte-Real (2010) (e.g., free motion of the cameras, no a priori knowledge of the instant camera positions, no feedback channel), based on transform domain (DCT), block-based coset coding. We aimed to achieve a compromise between the low encoder complexity and the rate-distortion performance. A detailed evaluation is presented for comparison with conventional coding (Intra 4x4 and Intra 16x16). Practical results show a better overall performance of the proposed codec at low bitrates.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 25