Fast intra prediction based on content property analysis for low complexity HEVC-based screen content coding

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

81 Scopus Citations
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Author(s)

  • Jianjun Lei
  • Dongyang Li
  • Zhaoqing Pan
  • Zhenyan Sun
  • Chunping Hou

Related Research Unit(s)

Detail(s)

Original languageEnglish
Article number7747507
Pages (from-to)48-58
Journal / PublicationIEEE Transactions on Broadcasting
Volume63
Issue number1
Online published17 Nov 2016
Publication statusPublished - Mar 2017

Abstract

Screen content coding (SCC) has evolved into the extension of the High Efficiency Video Coding (HEVC). Low-latency, real-time transport between devices in the form of screen content video is becoming popular in many applications. However, the complexity of encoder is still very high for intra prediction in HEVC-based SCC. This paper proposes a fast intra prediction method based on content property analysis for HEVC-based SCC. First, coding units (CUs) are classified into natural content CUs (NCCUs) and screen content CUs (SCCUs), based on the statistic characteristics of the content. For NCCUs, the newly adopted prediction modes, including intra block copy mode and palette mode are skipped, if the DC or PLANR mode is the best mode, after testing the traditional intra prediction rough modes. In addition, the quadtree partition process is also terminated due to the homogeneous and smooth block usually chooses a large size CU. For SCCUs, a rank-based decision strategy is introduced to terminate the splitting process of current CU. For all CUs, the bit per pixel of current CU is used to make a CU size decision. Meanwhile, the depth information of neighboring CUs and co-located CU are utilized to further improve the performance. Experimental results show that the proposed algorithm can save 44.92% encoding time on average with negligible loss of video quality.

Research Area(s)

  • fast algorithm, intra prediction, natural content CU (NCCU), Screen content coding (SCC), screen content CU (SCCU)

Citation Format(s)

Fast intra prediction based on content property analysis for low complexity HEVC-based screen content coding. / Lei, Jianjun; Li, Dongyang; Pan, Zhaoqing et al.
In: IEEE Transactions on Broadcasting, Vol. 63, No. 1, 7747507, 03.2017, p. 48-58.

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review