A scene adaptive bitrate control method in MPEG video coding

被引:3
|
作者
Lee, MJ
Kwon, SK
Kim, JK
机构
关键词
video coding; scene change; rate control; bit allocation; fate distortion relation;
D O I
10.1117/12.263221
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
This paper presents a simple bitrate control method to prevent the abrupt quality degradation after scene change. After scene change, the quality degradation occurs due to the poor temporal prediction between pictures before and after scene change. We predict the coding complexity of picture using the spatial variance before DCT and spectral flatness measure. From the predicted coding complexity, we show that the rate-distortion relation of image call be approximated to exponential function. When scene changes, picture target bit is adjusted in the direction to minimize the distortion in a GOP using the rate-distortion relations for each P-picture, Since the bit shortage could be occurred, proposed method extends the current GOP to the nest. The algorithm call he applied to the existing MPEG codecs and real-time applications easily, Compared with the MPEG-2 TM5 rate control algorithm, proposed algorithm shows 0.5 similar to 2.5 dB gain in PSNR and a small fluctuation in quality after scene change.
引用
收藏
页码:1406 / 1416
页数:11
相关论文
共 50 条
  • [11] Scene adaptive video encoding for MPEG and H.263+video
    Fernando, WAC
    Canagarajah, CN
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2001, 47 (04) : 760 - 769
  • [12] An Adaptive Video Coding Control Scheme for Real-Time MPEG Applications
    Shih-Chang Hsia
    [J]. EURASIP Journal on Advances in Signal Processing, 2003
  • [13] An adaptive video coding control scheme for real-time MPEG applications
    Hsia, SC
    [J]. EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2003, 2003 (03) : 244 - 251
  • [14] Influence of camera and in-scene motion on perceived video quality in MPEG-2 adaptive coding
    Van den Ende, Nele
    Wijermans, Carmen
    Meesters, Lydia
    Hoonhout, Jettie
    [J]. HUMAN VISION AND ELECTRONIC IMAGING XIII, 2008, 6806
  • [15] Scene context dependent reference frame placement for MPEG video coding
    Lan, AY
    Hwang, JN
    [J]. 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, : 2997 - 3000
  • [16] Adaptive video compression method varying coding efficiency corresponding to importance of a scene
    Sakabe, Fumio
    Murakawa, Masahiro
    Kobayashi, Takumi
    Higuchi, Tetsuya
    Otsu, Nobuyuki
    [J]. IEEJ Transactions on Electronics, Information and Systems, 2010, 130 (07) : 1177 - 1185
  • [17] MPEG-2 stereoscopic video coding technique using adaptive bandwidth control
    Choi, Young-Sic
    Park, Rae-Hong
    [J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2006, 17 (04) : 842 - 859
  • [18] An Adaptive Quantization Algorithm for MPEG-2 Video Coding
    邹采荣
    骆立俊
    杨绿溪
    何振亚
    [J]. Journal of Southeast University(English Edition), 1997, (02) : 13 - 18
  • [19] Adaptive quantization and postprocessing for MPEG-2 video coding
    Yang, ZJ
    Yu, Y
    Zhou, YX
    Wang, YL
    [J]. 5TH INTERNATIONAL SYMPOSIUM ON BROADCASTING TECHNOLOGY, PROCEEDINGS (ISBT'97, BEIJING), 1997, : 51 - 55
  • [20] An adaptive quantization algorithm for MPEG-2 video coding
    Luo, LJ
    Zou, CR
    He, ZY
    Shirakawa, I
    [J]. PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 2841 - 2844