That looks really interesting.
I am pretty sure this can be useful.
" Outliers are atypical (by definition), infrequent observations"
I have to admit that I do not understand the technique yet but I will
certainly give it a try.

Also I have found after going through some hundreds of images that some
methods are more reliable than others and using only those who are more
reliable and combine it with this I will be getting pretty close to
certainty I guess.

I have tried different sizes of the kern 8 8;16 16;20 20; 24 24 - the total
image being 512 512.
It looks like 24 24 is giving me best results. Is there any rule to how big
the kern size should be?

2007/3/15, Oleg Kobchenko <[EMAIL PROTECTED]>:

I tried to run this set of data through Dendrite
cluster analysis to filter the error results and
got a new average of 327.75 363.5.

See details in the "Error Filter" topic at
    http://www.jsoftware.com/jwiki/Essays/Dendrite/Applications


--- Bj�rn Helgason <[EMAIL PROTECTED]> wrote:

> I accidentally divided by 5 instead of 6 but that does not change the
> question
>
>
>
>    a=.328 364;127 478;159 1;328 363;327 365;328 362
>    6%~+/>a
> 266.167 322.167   NB. correct answer should be 328 363
>
>
>    a=.247 235;0 0;244 433;129 304;246 236;291 48
>    6%~+/>a
> 192.833 209.333     NB. correct answer should be 247 235
>
>
> 2007/3/15, Björn Helgason <[EMAIL PROTECTED]>:
> >
> > Lets say I use different methods to find the point and the correct
answer
> > should be    328 363
> >
> > Even if the majority are correct or close to it the mean may not be a
good
> > answer
> >
> >
> >    a=.328 364;127 478;159 1;328 363;327 365;328 362
> >    5%~+/>a
> > 319.4 386.6
> >
> > Any suggestions to get a better approximation?
> >
> > 2007/3/15, Björn Helgason < [EMAIL PROTECTED]>:
> > >
> > > I am trying different sizes of the kern and different filters.
> > >
> > > I created a form to show the images and different filtering and
various
> > > results of finding the object.
> > > I try it out with finding patterns equal to different numbers and
> > > combinations of numbers as well as the actual kern without filter.
> > >
> > > It takes time to do the manual checking to see what settings give
best
> > > results and are accurate.
> > >
> > >
> > > 2007/3/14, Oleg Kobchenko < [EMAIL PROTECTED] >:
> > > >
> > > > The listed image formats should not produce any
> > > > difference since they all are lossless compressions.
> > > > You can verify creating images in different formats,
> > > > loading in J and then subtracting the values.
> > > >
> > > > Regarding image recognition, although the simple difference
minimum
> > > > method may work, it is not very stable and depends on
> > > > accuracy of defining the kernel and the chosen threshold,
> > > > which is different for every instance.
> > > >
> > > > It would be nice to see how other methods fair,
> > > > such as cross-correlation, as listed by Devon McCormick
> > > >
> > > > http://www.jsoftware.com/pipermail/general/2007-March/029123.html
> > > >
> > > > You can go iteratively, tweaking a working algorithm
> > > > with different ideas to see what's improving.
> > > > For example, I like the idea of normalization (first link)
> > > >
http://www.owlnet.rice.edu/~elec431/projects96/pictomaniacs/previous.html
> > > > <
http://www.owlnet.rice.edu/%7Eelec431/projects96/pictomaniacs/previous.html
>
> > > >
> > > > You can apply it to the method you use now to see if it will
> > > > eliminate the mismatch.
> > > >
> > > >
> > > > --- Bj�rn Helgason < [EMAIL PROTECTED]> wrote:
> > > >
> > > > > When extracting an image to work with from a Dicom file I have
three
> > > > options
> > > > >
> > > > > dcm2pnm  -  Convert  DICOM images to PPM/PGM, PNG, TIFF or BMP
> > > > >
> > > > >          +obt  --write-24-bit-bmp
> > > > >                  write 24-bit truecolor BMP
> > > > >
> > > > >          +ot   --write-tiff
> > > > >                  write 8-bit (monochrome) or 24-bit (color) TIFF
> > > > >
> > > > >          +on   --write-png
> > > > >                  write 8-bit (monochrome) or 24-bit (color) PNG
> > > > >
> > > > >
> > > > > I have up to now used bmp and am reasonably happy with the
results.
> > > > >
> > > > > I am wondering if the other forms TIFF or PNG would give me
better
> > > > results.
> > > > > Would I need different technique to find the object I am looking
for
> > > > in the
> > > > > image?
> > > > >
> > > > > The method Oleg sent in earlier finds the object most of the
time in
> > > > the BMP
> > > > > images.
> > > > > Actually only found one image so far where it missed the object
and
> > > > gave
> > > > > another fairly similar looking location.
> > > >
> > > >
> > > >
> > > >
> > > >
____________________________________________________________________________________
> > > >
> > > > We won't tell. Get more on shows you hate to love
> > > > (and love to hate): Yahoo! TV's Guilty Pleasures list.
> > > > http://tv.yahoo.com/collections/265
> > > >
----------------------------------------------------------------------
> > > >
> > > > For information about J forums see
http://www.jsoftware.com/forums.htm
> > > >
> > >
> > >
> > >
> > > --
> > > Björn Helgason, Verkfræðingur
> > > Fugl&Fiskur ehf, Þerneyjarsund 23, Box 127
> > > 801 Grímsnes ,t-póst: [EMAIL PROTECTED]
> > > Skype: gosiminn, gsm: +3546985532
> > > Landslags og skrúðgarðagerð, gröfuþjónusta
> > > http://groups.google.com/group/J-Programming
> > >
> > >
> > > Tæknikunnátta höndlar hið flókna, sköpunargáfa er meistari
> > > einfaldleikans
> > >
> > > góður kennari getur stigið á tær án þess að glansinn fari af skónum
> > >           /|_      .-----------------------------------.
> > >          ,'  .\  /  | Með léttri lund verður        |
> > >      ,--'    _,'   | Dagurinn í dag                     |
> > >     /       /       | Enn betri en gærdagurinn  |
> > >    (   -.  |        `-----------------------------------'
> > >    |     ) |        (\_ _/)
> > >   (`-.  '--.)       (='.'=)
> > >    `. )----'        (")_(")
> > >
> >
> >
> >
> > --
> > Björn Helgason, Verkfræðingur
> > Fugl&Fiskur ehf, Þerneyjarsund 23, Box 127
> > 801 Grímsnes ,t-póst: [EMAIL PROTECTED]
> > Skype: gosiminn, gsm: +3546985532
> > Landslags og skrúðgarðagerð, gröfuþjónusta
> > http://groups.google.com/group/J-Programming
> >
> >
> > Tæknikunnátta höndlar hið flókna, sköpunargáfa er meistari
einfaldleikans
> >
> > góður kennari getur stigið á tær án þess að glansinn fari af skónum
> >           /|_      .-----------------------------------.
> >          ,'  .\  /  | Með léttri lund verður        |
> >      ,--'    _,'   | Dagurinn í dag                     |
> >     /       /       | Enn betri en gærdagurinn  |
> >    (   -.  |        `-----------------------------------'
> >    |     ) |        (\_ _/)
> >   (`-.  '--.)       (='.'=)
> >    `. )----'        (")_(")
> >
>
>
>
> --
> Björn Helgason, Verkfræðingur
> Fugl&Fiskur ehf, Þerneyjarsund 23, Box 127
> 801 Grímsnes ,t-póst: [EMAIL PROTECTED]
> Skype: gosiminn, gsm: +3546985532
> Landslags og skrúðgarðagerð, gröfuþjónusta
> http://groups.google.com/group/J-Programming
>
>
> Tæknikunnátta höndlar hið flókna, sköpunargáfa er meistari
einfaldleikans
>
> góður kennari getur stigið á tær án þess að glansinn fari af skónum
>           /|_      .-----------------------------------.
>          ,'  .\  /  | Með léttri lund verður        |
>      ,--'    _,'   | Dagurinn í dag                     |
>     /       /       | Enn betri en gærdagurinn  |
>    (   -.  |        `-----------------------------------'
>    |     ) |        (\_ _/)
>   (`-.  '--.)       (='.'=)
>    `. )----'        (")_(")
> > ----------------------------------------------------------------------
> For information about J forums see http://www.jsoftware.com/forums.htm





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----------------------------------------------------------------------
For information about J forums see http://www.jsoftware.com/forums.htm




--
Björn Helgason, Verkfræðingur
Fugl&Fiskur ehf, Þerneyjarsund 23, Box 127
801 Grímsnes ,t-póst: [EMAIL PROTECTED]
Skype: gosiminn, gsm: +3546985532
Landslags og skrúðgarðagerð, gröfuþjónusta
http://groups.google.com/group/J-Programming


Tæknikunnátta höndlar hið flókna, sköpunargáfa er meistari einfaldleikans

góður kennari getur stigið á tær án þess að glansinn fari af skónum
         /|_      .-----------------------------------.
        ,'  .\  /  | Með léttri lund verður        |
    ,--'    _,'   | Dagurinn í dag                     |
   /       /       | Enn betri en gærdagurinn  |
  (   -.  |        `-----------------------------------'
  |     ) |        (\_ _/)
 (`-.  '--.)       (='.'=)
  `. )----'        (")_(")
----------------------------------------------------------------------
For information about J forums see http://www.jsoftware.com/forums.htm

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