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<!--StartFragment-->
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:Tahoma">SUPERPIXELS FOR
HYPERSPECTRAL IMAGE ANALYSIS<o:p></o:p></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:Tahoma"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:Tahoma">Tanu Priya<o:p></o:p></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:Tahoma"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri">Date: 21<sup>st</sup> October 2014<o:p></o:p></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri">Place: ECE conference room <o:p></o:p></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri">Time: 2:30-4:00pm<o:p></o:p></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri">Committee Chair: </span></b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:Calibri">Dr.
Saurabh Prasad<b><o:p></o:p></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri"> </span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:
Calibri">Committee Members:</span></b><span style="font-size:12.0pt;font-family:
Calibri;mso-bidi-font-family:Calibri"><o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:Calibri">Dr.
Badri Roysam<o:p></o:p></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:Calibri">Dr. Shishir
Shah<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;font-family:Calibri;
mso-bidi-font-family:Calibri"> </span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;font-family:Calibri;
mso-bidi-font-family:Calibri"> </span></p>
<p class="MsoNormal"><span style="font-size:12.0pt;font-family:Calibri;mso-bidi-font-family:Calibri">With
rapid development of multi-channel optical imaging sensors, hyperpsectral data
has become increasingly popular, necessitating development of algorithms for
robust image analysis with such data. This thesis contributes methods that
efficiently and robustly exploits superpixels for hyperspectral data. We study
and quantify the efficacy of state-of-the-art superpixel generation algorithms
for a variety of hyperspectral images. In this work, superpixel level analysis
is proposed for two different hyperspectral image analysis problems — remote
sensing image classification and person re-identification via forward looking
hyperspectral imagery. Specifically, for remote sensing images, we propose a
framework based on superpixels that provides spatial context for robust
classification, and, for ground-based “natural” hyperspectral images, efficacy
and utility of superpixels is demonstrated, in a multi-view setup, through a
pilot study on a person re-identification task.<o:p></o:p></span></p>
<!--EndFragment--></div></div></blockquote></div><br></div></span></body></html>