Object-based stereo video compression using fractals and shape-adaptive DCT

被引:14
|
作者
Belloulata, Kamel [1 ]
Belalia, Amina [1 ]
Zhu, Shiping [2 ]
机构
[1] Univ Djillali Liabes Sidi Bel Abbes, Fac Engn, Dept Elect, Sidi Bel Abbes, Algeria
[2] BeiHang Univ, Sch Instrumentat Sci & Optoelect Engn, Dept Measurement Control & Informat Technol, Beijing 100083, Peoples R China
关键词
Stereo video coding; Fractal coding; Region-based coding; SA-DCT; MPEG-4; REGION-BASED FUNCTIONALITY; IMAGE COMPRESSION; TRANSFORM; SEQUENCES; SUBBANDS;
D O I
10.1016/j.aeue.2014.02.011
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Based on the classical fractal video compression method, an improved object-based stereo video compression scheme with Shape-Adaptive DCT is proposed in this paper. Firstly, we use more effective macroblock partition scheme instead of classical quadtree partition scheme; thus reducing the block searching strategy. The stereo fractal video coding is proposed which matches the macroblock with two reference frames in left and right view results in increasing compression ratio and reducing bit rate when transmitting compressed stereo data. The stereo codec combines the Motion Compensation Prediction (MCP) and Disparity Compensation Prediction (DCP). Fractal coding is adopted and each object is encoded independently by a prior video segmentation alpha plane, which is defined exactly as in MPEG-4. The testing results with the nature monocular and stereo video sequences provide promising performances at low bit rate coding. We believe it will be a powerful and efficient technique for the object-based monocular and stereo video sequences coding. (C) 2014 Elsevier GmbH. All rights reserved.
引用
收藏
页码:687 / 697
页数:11
相关论文
共 50 条
  • [1] Functional coding of video using a shape-adaptive DCT algorithm and an object-based motion prediction toolbox
    Kauff, P
    Makai, B
    Rauthenberg, S
    Golz, U
    DeLameillieure, JLP
    Sikora, T
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (01) : 181 - 196
  • [2] A shape-adaptive transform for object-based coding
    Donescu, I
    Avaro, O
    Roux, C
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL III, 1996, : 347 - 350
  • [3] SHAPE-ADAPTIVE DCT FOR GENERIC CODING OF VIDEO
    SIKORA, T
    MAKAI, B
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1995, 5 (01) : 59 - 62
  • [4] Catadioptric images compression using an adapted neighborhood and the shape-adaptive DCT
    Alouache, Djamal
    Ameur, Zohra
    Kachi, Djemaa
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (9-10) : 6781 - 6797
  • [5] Catadioptric images compression using an adapted neighborhood and the shape-adaptive DCT
    Djamal Alouache
    Zohra Ameur
    Djemaa Kachi
    [J]. Multimedia Tools and Applications, 2020, 79 : 6781 - 6797
  • [6] Shape-adaptive DCT for generic coding of video - Comment
    Bi, M
    Ong, SH
    Ang, YH
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1996, 6 (06) : 686 - 688
  • [7] 3-D shape-adaptive directional wavelet transform for object-based scalable video coding
    Liu, Y.
    Ngan, K. N.
    Wu, F.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2008, 18 (07) : 888 - 899
  • [8] Three-dimensional shape-adaptive discrete wavelet transforms for efficient object-based video coding
    Xu, JZ
    Li, SP
    Zhang, YQ
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2000, PTS 1-3, 2000, 4067 : 336 - 344
  • [9] REGION BASED IMAGE RETRIEVAL USING SHAPE-ADAPTIVE DCT
    Belloulata, Kamel
    Belallouche, Lakhdar
    Belalia, Amina
    Kpalma, Kidiyo
    [J]. 2014 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (CHINASIP), 2014, : 470 - 474
  • [10] Costs and Advantages of Object-Based Image Coding with Shape-Adaptive Wavelet Transform
    Cagnazzo, Marco
    Parrilli, Sara
    Poggi, Giovanni
    Verdoliva, Luisa
    [J]. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2007, 2007 (1)