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data="1"/> </o:shapelayout></xml><![endif]--> </head> <body bgcolor=white lang=EN-US link=blue vlink=purple style='tab-interval:.5in'> <div class=WordSection1> <table class=MsoNormalTable border=0 cellspacing=5 cellpadding=0 width=518 style='width:518.25pt;mso-cellspacing:5.0pt;mso-yfti-tbllook:1184;mso-padding-alt: 0in 5.4pt 0in 5.4pt'> <tr style='mso-yfti-irow:0;mso-yfti-firstrow:yes;height:132.4pt'> <td width=205 style='width:205.0pt;padding:.75pt .75pt .75pt .75pt; height:132.4pt'> <p class=MsoNormal><span style='font-family:Arial;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman";mso-bidi-theme-font: minor-bidi;mso-no-proof:yes'><img width=198 height=152 id="_x0000_i1027" src="http://lbmedia.ece.ucsb.edu/CD01s.jpg"></span><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> <td width=354 valign=top style='width:354.0pt;padding:.75pt .75pt .75pt .75pt; height:132.4pt'> <p class=MsoNormal style='text-align:justify'><span style='font-family:Garamond; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:Arial; color:black'>The Learning-Based Multimedia (LBMM) Lab focuses on research projects for a wide range of mobile computer vision and medical imaging applications.&nbsp;Our current research directions include:</span><span style='font-family:Garamond;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p> <p class=MsoNormal style='text-align:justify'><span style='font-family:Garamond; mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> <p class=MsoNormal style='text-align:justify'><strong><span style='font-family: Garamond;mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:Arial'>Mobile Computer Vision</span></strong><span style='font-family:Garamond;mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'>: </span><span class=auto-style61><span style='font-family:Garamond;mso-fareast-font-family: "Times New Roman"'>There is an explosive demand of running computer vision (CV) algorithms on low power mobile devices, such as smartphones and small drones. However, most existing CV algorithms are either too computational expensive for mobile devices or lack sufficient robustness to provide a satisfactory user experience. We focus on: 1) designing new light-weight and robust algorithms, and 2) adapting existing algorithms to mobile CPU, GPU, and hardware accelerators for fundamental computer vision components, such as feature extraction, recognition and tracking, etc.</span></span><span style='font-family:Garamond;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:1'> <td width=154 style='width:153.75pt;padding:.75pt .75pt .75pt .75pt'> <p align=center style='text-align:center'><span style='mso-no-proof:yes'><img width=193 height=46 id="_x0000_i1026" src="http://lbmedia.ece.ucsb.edu/welcom.gif"></span></p> <p><span style='font-size:11.0pt;font-family:Garamond'>Electrical and Computer Engineering<br> University of California, Santa Barbara<br> Trailer 699-102, CA, 93106<br> Phone:(805) 893-4852<br> Fax:(805) 893-3262<o:p></o:p></span></p> </td> <td width=472 style='width:472.0pt;padding:.75pt .75pt .75pt .75pt'> <p class=auto-style4 style='text-align:justify'><strong><span style='font-family:Garamond;mso-bidi-font-family:Arial;color:black'>Heterogeneous Mobile Computing:</span></strong><span class=auto-style61><span style='font-family:Garamond;color:black'> </span></span><span class=auto-style61><span style='font-family:Garamond'>Mainstream mobile application processors (AP) are accelerator-rich, heterogeneous multi-core <span class=SpellE>SoCs</span>. It provides high computing capability with ultra-low power consumption, yet mapping algorithms to such platforms is a challenge task due to a huge and complex design space. We are developing methods to guide the app developers to explore smart utilization of platform's computing resource and to adapt algorithms for energy minimization.</span></span><span style='font-family:Garamond;mso-bidi-font-family: "Times New Roman"'><o:p></o:p></span></p> <p class=auto-style4 style='text-align:justify'><span style='font-family: Garamond;mso-bidi-font-family:"Times New Roman"'>&nbsp;<o:p></o:p></span></p> <p class=auto-style7><strong><span style='font-family:Garamond;mso-bidi-font-family: Arial'>Computer-Aided Medical Image Analysis:</span></strong><span style='font-family:Garamond'> Medical imaging techniques in&nbsp;diagnostics yield significant amount of information, while it is challenging for radiologists to analyze and evaluate such information accurately and efficiently. We have been developing computer-aided methods and tools for medical image analysis including 3D cerebral vessel segmentation and aneurysm detection and automatic renal compartment segmentation for Dynamic Contrast-Enhanced MRI (DCE-MRI) images.<o:p></o:p></span></p> </td> </tr> <tr style='mso-yfti-irow:2;mso-yfti-lastrow:yes'> <td style='padding:.75pt .75pt .75pt .75pt'></td> <td style='padding:.75pt .75pt .75pt .75pt'> <p style='margin-bottom:6.0pt'><b><span style='font-family:Garamond; mso-bidi-font-family:Arial;color:#0D0D0D;mso-themecolor:text1;mso-themetint: 242'>Course on Mobile Embedded Systems:<o:p></o:p></span></b></p> <p style='margin-top:6.0pt;margin-right:0in;margin-bottom:6.0pt;margin-left: 0in'><a href="http://sequoia.ece.ucsb.edu/ece150/index.htm"><span style='font-family:Garamond;mso-bidi-font-family:Arial;color:#0D0D0D; mso-themecolor:text1;mso-themetint:242'>ECE150/251: Mobile Embedded Systems: Architectures, Applications and Software Development</span></a><span style='font-family:Garamond;mso-bidi-font-family:Arial;color:#0D0D0D; mso-themecolor:text1;mso-themetint:242'><o:p></o:p></span></p> <p style='margin-top:6.0pt;margin-right:0in;margin-bottom:6.0pt;margin-left: 0in'><span style='font-size:7.5pt;font-family:Garamond;mso-bidi-font-family: Arial'><br> </span><span style='font-size:11.0pt;font-family:Garamond;mso-bidi-font-family: Arial'>Professor Cheng has moved to Hong Kong University of Science and Technology (HKUST). He is establishing a new lab in HKUST and is currently looking for PhD students with proper computer vision background. If you are interested in pursuing a PhD degree at HKUST, please contact </span><a href="mailto:timcheng@ust.hk"><span style='font-size:11.0pt;font-family:Garamond; mso-bidi-font-family:Arial'>Prof. Cheng</span></a><span style='font-size: 11.0pt;font-family:Garamond;mso-bidi-font-family:Arial'> for more information.<span style='color:#0D0D0D;mso-themecolor:text1;mso-themetint: 242'><o:p></o:p></span></span></p> </td> </tr> </table> <p class=MsoNormal style='margin-bottom:12.0pt'><span style='mso-fareast-font-family: "Times New Roman";mso-bidi-font-family:"Times New Roman"'><br style='mso-special-character: line-break'> <![if !supportLineBreakNewLine]><br style='mso-special-character:line-break'> <![endif]><o:p></o:p></span></p> <p class=MsoNormal align=center style='text-align:center'><a href="http://monster.gostats.com/click.xml?16309" target="_top"><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"; mso-no-proof:yes;text-decoration:none;text-underline:none'><img border=0 width=38 height=38 id="_x0000_i1025" src="http://monster.gostats.com/bin/count?a=16309&amp;t=4&amp;i=1&amp;z="></span></a><span style='font-size:11.0pt;font-family:Garamond;mso-fareast-font-family:"Times New Roman"; mso-bidi-font-family:"Times New Roman"'>visitors since October 2006</span><span style='mso-fareast-font-family:"Times New Roman";mso-bidi-font-family:"Times New Roman"'><o:p></o:p></span></p> </div> </body> </html>