淡江大學機構典藏:Item 987654321/80823
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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/80823


    Title: A novel fast algorithm based on SMDWT for visual processing applications
    Authors: Hsia, Chih-Hsien;Guo, Jing-Ming;Chiang, Jen-Shiun;Lin, Chia-Hui
    Contributors: 淡江大學電機工程學系
    Date: 2009
    Issue Date: 2013-03-07 14:01:47 (UTC+8)
    Publisher: New York: Institute of Electrical and Electronics Engineers (IEEE)
    Abstract: This work presents a fast algorithm, namely 2-D symmetric mask-based discrete wavelet transform (SMDWT), to address some critical issues of the 2-D discrete wavelet transform (DWT). Unlike the traditional DWT involving dependent decompositions, the SMDWT itself is subband processing independent, which can significantly reduce complexity. Moreover, DWT cannot directly obtain target subbands, which leads to an extra wasting in transpose memory, critical path, and operation time. These problems can be fully improved with the proposed SMDWT. Nowadays, many applications employ DWT as the core transformation approach, the problems indicated above have motivated researchers to develop fast algorithms for DWT. The proposed SMDWT has been proved as a highly efficient independent processing to yield target subbands which can be applied to real-time visual applications, such as moving object detection and tracking, texture segmentation, image/video compression, and any DWT-based applications.
    Relation: Circuits and Systems, 2009. ISCAS 2009. IEEE International Symposium on, pp.762-765
    DOI: 10.1109/ISCAS.2009.5117860
    Appears in Collections:[Graduate Institute & Department of Electrical Engineering] Proceeding

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