Efficient motion estimation algorithm using edge feature and arithmetic coding for video compression on WVSNs

Phat Nguyen Huu, Vinh Tran-Quang, Takumi Miyoshi

研究成果: Conference contribution

抄録

This paper investigates a video compression algorithm for wireless video sensor networks (WVSNs). The main features of the algorithm are to use the edges of objects in the frames and arithmetic coding to find and compress motion regions. Based on the algorithm, we propose a scheme that balances energy consumption among nodes in a cluster on a WVSN. In the proposed scheme, we try to share the compression tasks for nodes along the path from a source node to a cluster head while considering their residual energy. To improve the quality of decoded video, we use a lapped biorthogonal transform (LBT), an extended version of the discrete cosine transform (DCT), for intra-frames. Besides, we apply the run length encoding (RLE) before arithmetic coding so that the proposed algorithm increases compression efficiency. Our results show that the proposed scheme not only balances energy consumption of network by coordinating of the processing tasks but also increases the quality of decoded video.

本文言語English
ホスト出版物のタイトル2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011
ページ178-182
ページ数5
出版ステータスPublished - 2011 11 24
イベント19th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011 - Split, Hvar, Dubrovnik, Croatia
継続期間: 2011 9 152011 9 17

出版物シリーズ

名前2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011

Conference

Conference19th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011
国/地域Croatia
CitySplit, Hvar, Dubrovnik
Period11/9/1511/9/17

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • ソフトウェア

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