Very low bit-rate coding based on wavelet, edge detection, and motion interpolation/extrapolation

被引:0
|
作者
Wu, ZX
Kanamaru, T
机构
关键词
video coding; wavelet; edge detection; hierarchical motion detection; motion prediction;
D O I
暂无
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
For very low bit-rate video coding such as under 64 kbps, it is unreasonable to encode and transmit all the information. Thus, it is very important to choose the ''important'' information and encode it efficiently In this paper, we first propose an image separation-composition method to solve this problem. At the encoder, an image is separated into a low-frequency part and two (horizontal and vertical) edge parts, which are considered as ''important'' information for human visualization. The low-frequency part is encoded by using block DCT and linear quantization. And the edges are selected by their values and encoded by using Chain coding to remain the most of the important parts for human visualization. Ar the decoder, the image is reconstructed by first generating the high-frequency parts from the horizontal and vertical edge parts, respectively, and then applying the inverse wavelet transform to the low frequency part and high Frequency parts. This composition algorithm has less computational complexity than the conventional analytic/synthetic algorithms because it is not based on iterating approach. Moreover, to reduce the temporal redundancy efficiently, we propose a hierarchical motion detection and a motion interpolation/extrapolation algorithm. We detect motion vectors and motion regions between two reconstructed images and then predict the motion vectors of the current image From the previous detected motion vectors and motion regions by using the interpolation/extrapolation both at the encoder and at the decoder. Therefore, it is unnecessary to transmit the motion vectors and motion regions. This algorithm reduces not only the temporal redundancy but also bit-rates for coding side information. Furthermore, because the motion detection is completely syntax independent, any type of motion detection can be used. We show some simulation results of the proposed video coding algorithm with the coding bit-rate down to 24 kbps and 10 kbps.
引用
收藏
页码:1434 / 1442
页数:9
相关论文
共 50 条
  • [1] Very low bit-rate wavelet video coding
    Cinkler, K
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1998, 16 (01) : 4 - 11
  • [2] Motion estimation based on spatiotemporal warping for very low bit-rate coding
    Malassiotis, S
    Strintzis, MG
    IEEE TRANSACTIONS ON COMMUNICATIONS, 1997, 45 (10) : 1172 - 1175
  • [3] Very low bit-rate video coding using wavelet-based techniques
    Marpe, D
    Cycon, HL
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1999, 9 (01) : 85 - 94
  • [4] Motion parametric modeling for very low bit-rate video coding
    Menendez, JM
    Salgado, L
    Rendon, E
    Garcia, N
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING '98, PTS 1 AND 2, 1997, 3309 : 564 - 575
  • [5] Very low bit-rate video coding
    Kocharoen, P
    Ahmed, KM
    TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : A610 - A613
  • [6] Edge-based Image Coding at Low Bit-rate
    Niu, Yi
    Wu, Xiaolin
    Shi, Guangming
    Wang, Xiaotian
    2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 169 - 172
  • [7] Model-based edge reconstruction for low bit-rate wavelet-based image coding
    Fan, GL
    Cham, WK
    Liu, JZ
    PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 2561 - 2564
  • [8] Wavelet-based very low bit-rate video coding using image warping and overlapped block motion compensation
    Heising, G
    Marpe, D
    Cycon, HL
    Petukhov, AP
    IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 2001, 148 (02): : 93 - 101
  • [9] An optical flow based motion compensation algorithm for very low bit-rate video coding
    Lin, S
    Shi, YQ
    Zhang, YQ
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 2869 - 2872
  • [10] Very low bit-rate video coding based on matching pursuits
    Neff, R
    Zakhor, A
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (01) : 158 - 171