Atalasoft
Welcome to Atalasoft Community Sign in | Join | Help
in

2D DWT(descreate Wavelet Transform) Filter algorithm.

Last post 09 May 2007, 5:11 PM by Seung Yeon. 1 replies.
Sort Posts: Previous Next
  •  09 May 2007, 1:22 AM 11974

    2D DWT(descreate Wavelet Transform) Filter algorithm.

    I had already send a doubt about 2D DWT. I send  brief explanation of my algorithm.

    My algorithm is given below.

     

    Noisy image ->high pass row filter ->{ high pass filtered output -------->down sampling------>high pass colom filter .....(1)

                                                         --> { low pass filtered output--------->down sampling -------->high pass colom filter .......(2)

    ....(1) { high pass colom filter output---->down sampling---->thresholding

    ....(1) {low pass colom filter output ---->down sampling---->thresholding

    ....(2) { high pass colom filter output ------->down sampling ----->thresholding

    ....(2) {low pass colom filter output------>down sampling -------->thresholding

    low pass row/colom filter output =image (before the row/colomn high pass filter applied) - row/colomn  high pass filter output  .

    In this filter there are four output cmponents

    For reconstructing the orginal image the reverse operation is done.

    My doubt is  how determine the   threshold value ? (if threshold value is high some image data is losed, if low some noise is there.)

    The filtering is done in spatial domain.(using a mask)

  •  09 May 2007, 5:11 PM 11988 in reply to 11974

    Re: 2D DWT(descreate Wavelet Transform) Filter algorithm.

    Sorry for late reply, I just posted my opinion on previous thread.
View as RSS news feed in XML