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<div class=Section1>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>TTI-C Guest Speaker<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>Presented by: <st1:City w:st="on">Toyota</st1:City>
Technological Institute at <st1:City w:st="on"><st1:place w:st="on">Chicago</st1:place></st1:City><o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><span style='mso-spacerun:yes'>&nbsp;</span>Speaker:<span
style='mso-spacerun:yes'>&nbsp; </span>Meirav Galun<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><span style='mso-spacerun:yes'>&nbsp;</span>Speaker&#8217;s
home page: <a href="http://www.wisdom.weizmann.ac.il/~meirav">http://www.wisdom.weizmann.ac.il/~meirav</a><o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>Date:<span style='mso-spacerun:yes'>&nbsp; </span>Friday, September
21, 2007<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>Location: TTI-C Conference room, 2<sup>nd</sup> <st1:place
w:st="on"><st1:PlaceName w:st="on">Floor-Press</st1:PlaceName> <st1:PlaceType
 w:st="on">Building</st1:PlaceType></st1:place><o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>Time: 2:00pm<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><font size=2
face=Arial><span style='font-size:10.0pt;font-family:Arial;font-weight:bold;
mso-bidi-font-weight:normal'><span style='mso-spacerun:yes'>&nbsp;</span>Title:</span></font></b><font
size=2 face=Arial><span style='font-size:10.0pt;font-family:Arial'> Image and
Data Analysis by Multiscale Approaches<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><span style='mso-spacerun:yes'>&nbsp;</span><b
style='mso-bidi-font-weight:normal'><span style='font-weight:bold;mso-bidi-font-weight:
normal'>Abstract:<o:p></o:p></span></b></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>Images and data are multiscale by nature: significant data
structures (edges, regions, shapes, clusters) <span class=GramE>are often found</span>
at different scales.<span style='mso-spacerun:yes'>&nbsp; </span>Local or
uni-scale features are usually insufficient to identify and extract such
structures, whereas appropriate multiscale features can explain the nature of
the data.<span style='mso-spacerun:yes'>&nbsp; </span>Full perception <span
class=GramE>is often obtained</span> only when integrating information across
multiple scales.<span style='mso-spacerun:yes'>&nbsp; </span>In this talk, I
will present multiscale methods that we have developed for analysis and
perception of complex data.<span style='mso-spacerun:yes'>&nbsp; </span>I will
show the power of our multiscale approach on a variety of data and image
analysis problems, including edge detection in very noisy images, segmentation
of complex imagery, data clustering, and shape classification.<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'><o:p>&nbsp;</o:p></span></font></p>

<p class=MsoNormal><span class=GramE><font size=2 face=Arial><span
style='font-size:10.0pt;font-family:Arial'>If you have any questions or would
like to meet the speaker,</span></font></span><font size=2 face=Arial><span
style='font-size:10.0pt;font-family:Arial'> please contact Ponda Barnes at <a
href="mailto:pondabarnes@tti-c.org">pondabarnes@tti-c.org</a>.<o:p></o:p></span></font></p>

<p class=MsoNormal><font size=2 face=Arial><span style='font-size:10.0pt;
font-family:Arial'>For future TTI-C talks and events, please go <span
class=GramE>to <span style='mso-spacerun:yes'>&nbsp;</span></span></span></font><a
href="http://ttic.uchicago.edu/cal/month.php"
title="http://ttic.uchicago.edu/cal/month.php">http://ttic.uchicago.edu/cal/month.php</a><O:P></O:P>.<span
style='mso-spacerun:yes'>&nbsp; </span>TTI-C (<st1:address w:st="on"><st1:Street
 w:st="on">1427 E. 60<sup>th</sup> Street</st1:Street>, <st1:City w:st="on">Chicago</st1:City>,
 <st1:State w:st="on">IL</st1:State></st1:address>)<o:p></o:p></p>

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