Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction

碩士 === 國立中央大學 === 通訊工程學系 === 106 === In recent years, a lot of high resolution multimedia devices have been developed. In order to compress the significant data effectively, HEVC utilize multiple techniques to decrease bitrate efficiently. Review the previous research, using Sum of Absolute Bi-Predi...

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Main Authors: Cheng-En Lee, 李承恩
Other Authors: Yinyi Lin
Format: Others
Language:zh-TW
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/hnvfm9
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spelling ndltd-TW-106NCU056500252019-09-12T03:37:36Z http://ndltd.ncl.edu.tw/handle/hnvfm9 Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction 降低解碼輔助HEVC畫面間預測計算複雜度之研究 Cheng-En Lee 李承恩 碩士 國立中央大學 通訊工程學系 106 In recent years, a lot of high resolution multimedia devices have been developed. In order to compress the significant data effectively, HEVC utilize multiple techniques to decrease bitrate efficiently. Review the previous research, using Sum of Absolute Bi-Prediction Differences(SABPD) and Template Matching(TM) algorithm in extended merge mode decision and inter mode decision, the Decoding-assisted HEVC utilize encoded information to predict. Decoder can predict with same information, so we can reduce transmitting header information to decrease bitrate. However, the coding time might be longer due to the increase of computational complexity. In this thesis, in order to reduce computational complexity, we proposed the Zero-block algorithm is utilized to early terminate the segmentation of Coding Unit(CU), and on the other hand, weighted RDO threshold, Coded Block Flag(CBF) and motion vector difference are utilized to early terminate the prediction mode decision in merge mode and Inter2Nx2N mode. Finally, we combine these two algorithm. According to experiment results, our proposed algorithm achieves that encoding time was reduced by 55.85% and BDBR only increased by 0.894%. Compare with HEVC, we can not only reduced encoding time by 48.58% but also decreased BDBR by 2.355%. Yinyi Lin 林銀議 2018 學位論文 ; thesis 94 zh-TW
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description 碩士 === 國立中央大學 === 通訊工程學系 === 106 === In recent years, a lot of high resolution multimedia devices have been developed. In order to compress the significant data effectively, HEVC utilize multiple techniques to decrease bitrate efficiently. Review the previous research, using Sum of Absolute Bi-Prediction Differences(SABPD) and Template Matching(TM) algorithm in extended merge mode decision and inter mode decision, the Decoding-assisted HEVC utilize encoded information to predict. Decoder can predict with same information, so we can reduce transmitting header information to decrease bitrate. However, the coding time might be longer due to the increase of computational complexity. In this thesis, in order to reduce computational complexity, we proposed the Zero-block algorithm is utilized to early terminate the segmentation of Coding Unit(CU), and on the other hand, weighted RDO threshold, Coded Block Flag(CBF) and motion vector difference are utilized to early terminate the prediction mode decision in merge mode and Inter2Nx2N mode. Finally, we combine these two algorithm. According to experiment results, our proposed algorithm achieves that encoding time was reduced by 55.85% and BDBR only increased by 0.894%. Compare with HEVC, we can not only reduced encoding time by 48.58% but also decreased BDBR by 2.355%.
author2 Yinyi Lin
author_facet Yinyi Lin
Cheng-En Lee
李承恩
author Cheng-En Lee
李承恩
spellingShingle Cheng-En Lee
李承恩
Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction
author_sort Cheng-En Lee
title Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction
title_short Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction
title_full Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction
title_fullStr Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction
title_full_unstemmed Reducing Computational Complexity of Decoding-assisted HEVC Inter Prediction
title_sort reducing computational complexity of decoding-assisted hevc inter prediction
publishDate 2018
url http://ndltd.ncl.edu.tw/handle/hnvfm9
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