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The development

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Outline Of Presentation Background to Project Technology Research Project Overview Image Compression Matlab MSE ... JPEG Standardised image compression ... – PowerPoint PPT presentation

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Title: The development


1
The development integration of a Real-Time
X-Ray image transfer system over a wireless
networkFinal Year Project PresentationCapt
David Clarke
2
Outline Of Presentation
  • Background to Project
  • Technology Research
  • Project Overview
  • Image Compression
  • Matlab
  • MSE
  • Gumstix
  • Main tasks Completed

3
Background to Project
  • The Army Ordnance Corps recently upgraded their
    HOBO robot
  • Using COFDM for video link
  • Also use a manual x-ray system
  • Reamda Ltd investigating use of
  • COFDM or ethernet
  • to send x-ray picture wirelessly
  • Intention was to investigate the sending of a
    compressed image
  • Investigate image comparison

4
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5
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6
Technology Research
  • COFDM Coded Orthogonal Frequency Division
    Multiplexing
  • Non-Destructive Testing Digital X-Ray
  • TIF and JPEG
  • Gumstix and Linux

7
COFDM
  • Multi-carrier transmission technique
  • Uses bandwidth efficiently
  • Very robust against channel interference
  • Uses a Guard Interval

8
Non-Destructive Testing
  • Involves Digital Radiography
  • Gives Instant read-out of an x-ray image
  • Currently it is Manually Deployed
  • Images are quite large
  • Must be compressed in order to transmit
  • Non-Destructive testing is used in many
    industries

9
JPEG
  • Standardised image compression algorithm
  • Lossy image
  • Trade-off of file size vs image quality
  • Mathematical formula
  • Source code freely available
  • Many myths about JPEG

10
Project Overview
  • Research
  • Sample x-ray images compressed
  • from TIF to JPEG
  • Image Quality assessed by experts
  • and using Matlab
  • MSE method investigated
  • Gumstix used to send new images

11
Image Compression
  • Simply done using ImageConverter PLUS
  • TIF files of 13 MB reduced to100 300KB
  • when converted to JPEG
  • On using Gumstix, it was found that zipping the
    files reduced size to approx 400 600KB
  • 100 Quality
    85 Quality

12
Image Compression Assessed
  • Compressed Images sent to Ordnance Workshops and
    assessed by experts
  • All 6 images sent were approved for use (100
    Quality)
  • 5 out of 6 images were approved for use (85
    Quality)
  • The images were scored out of ten Mean and SD
    calculated
  • JPEG Myth ?

13
Matlab
  • Matlab used to find the MSE Mean Square Error
    of before and after images
  • Using MSE, PSNR Peak Signal-to-Noise Ratio was
    then calculated
  • PSNR 10log10((MAX(L))2 / MSE))
  • Plotted against Compression rate

14
MSE
  • Mean Square Error has many good attributes
  • Simple to use Natural to define energy of a
    signal Possesses symmetry and
    differentiability - Widely used in signal
    processing
  • However, using it to predict human perception of
    image quality is not deemed a good idea
  • Too many assumptions Random re-ordering
  • - MSE wont pick up an error
  • - Signal fidelity as important as signal
    error samples

15
Gumstix
  • Connex 400xm
  • Used to send the image to the host PC
  • Linux had to be learned
  • http//ohm.nuigalway.ie/wiki
  • http//docwiki.gumstix.org
  • Simple commands used to zip image and scp to host
    pc

16
Main Tasks Completed
  • Research of Technology
  • Knowledge gained of Army Equipment
  • Image Compression and Comparison
  • Matlab
  • Understanding of Linux
  • First time to use Gumstix

17
  • Thank you for your attention
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