<!DOCTYPE HTML PUBLIC "-//SoftQuad Software//DTD HoTMetaL PRO 6.0::19990601::extensions to HTML 4.0//EN" "hmpro6.dtd"> <HTML> <HEAD> <TITLE>Hae Jong Seo</TITLE> <style> <!-- span.papertitle { font-weight: bold; font-size: larger; } --> </style> </HEAD> <BODY BGCOLOR="#FFFFFF"> <TABLE CELLPADDING="10" CELLSPACING="5"> <TR> <TD><IMG SRC="http://www.soe.ucsc.edu/~rokaf/images/seal_bl_1inch_72dpi1.gif" width="72" height="72" ><td width="20%"><p><font size="+1" face="Verdana, Arial, Helvetica, sans-serif"> <a name="s0"> UNIVERSITY </a> OF CALIFORNIA,<a></a></font><font size="4" face="Verdana, Arial, Helvetica, sans-serif"><br> <font color="#000099" size="+2">SANTA CRUZ</font></font></p></td> <td width="70%"><img src="http://www.soe.ucsc.edu/~rokaf/images/images11.png" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images5.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/About1.gif" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images10.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/Grateful-Slug.jpg" width="94" height="83"> </td> </TD> </TR> <TABLE> <HR NOSHADE="NOSHADE"> <TR> <TD> <TABLE> <TR> <td rowspan="5"> &nbsp;&nbsp&nbsp;&nbsp&nbsp;&nbsp<img border="0" src="http://www.soe.ucsc.edu/~rokaf/images/IMG_0173.jpg" width="270" height="390"></a></td> <td rowspan="5"> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</td> <TD COLSPAN="2"> <STRONG> <FONT SIZE="+2"> HAE JONG SEO (tՅ) </FONT> </STRONG><BR> Ph.D <BR> <DL> <DT> <STRONG>Address:</STRONG> </DT> <DD> <A HREF="http://users.soe.ucsc.edu/~milanfar/"> MDSP Lab </A><BR> University of California at Santa Cruz ( <A HREF = "http://www.scruzwiki.org/"> Wikipedia </A>)<BR> 1156 High Street, Mailcode SOE2 <BR> Santa Cruz, CA 95064 </DD> </DL></TD> </TR> <TR> <TD ALIGN="left" VALIGN="top"><STRONG>Department:</STRONG>&nbsp;</TD> <TD ALIGN="left" VALIGN="top"><a href="http://www.ee.ucsc.edu/">Department of Electrical Engineering</a><br> <a href="http://www.cse.ucsc.edu/">Baskin School of Engineering</a></TD> </TR> <TR> <TD ALIGN="left" VALIGN="top"> <STRONG>Phone:</STRONG> </TD> <TD ALIGN="left" VALIGN="top"> (831)459-4141 (office)</TD> </TR> <TR> <TD ALIGN="left" VALIGN="top"> <STRONG>E-mail:</STRONG> </TD> <TD ALIGN="left" VALIGN="top"> <A HREF="mailto:rokaf@soe.ucsc.edu">rokaf@soe.ucsc.edu</A> </TD> </TR> </TD> </TABLE> <td rowspan="5"> </td> <TABLE CELLPADDING="10" CELLSPACING="5"> <TR> <TD><IMG SRC="http://www.soe.ucsc.edu/~rokaf/images/school1_1.png" width="800" height="140" </TD> </TR> </TABLE> <HR NOSHADE="NOSHADE"> <TABLE cellspacing="20"> <TR> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s1"> Background </a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s2"> Research Areas</a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s7"> Selected Publications </a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s6"> Upcoming Conferences</a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <A HREF="http://www.soe.ucsc.edu/~rokaf/interests.html"> Interesting Links</a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s4"> Courses</a> </U></FONT></H5> </td> </TR> <TR> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s5"> Teaching Assistant</a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s3"> Resume (CV) </a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s9"> Photo Gallery </a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s12"> Caricuture </a> </U></FONT></H5> </td> <td><H5><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a href="#s13"> Press Coverage</a> </U></FONT></H5> </td> </TR> </TABLE> <HR NOSHADE="NOSHADE"> <H3><A NAME=Background></A><FONT FACE="Arial" COLOR="#003399"><U> <a name="s1"> Background </a> </U></FONT></H3> <P><FONT FACE="arial,helvetica"><TABLE BORDER=0 WIDTH=650> <TR> <TD> <P><FONT FACE="arial,helvetica">I've been a senior engineer at Qualcomm CR&D since December,2012. I also worked at Sharp Labs of America from June, 2011 till May, 2012. I was a graduate student at University of California, Santa Cruz (<a href="http://www.ucsc.edu" target="_blank">UCSC</a>) in pursuit of a PhD degree in Electrical Engineering under the supervision of <a href="http://www.soe.ucsc.edu/%7Emilanfar" target="_blank">Prof. Peyman Milanfar</a>. <BR>I obtained a M.S degree (2006) and a B.S degree(2004)&nbsp;in Electrical Engineering from Sungkyunkwan University, Seoul&nbsp;(<a href="http://www.skku.edu">skku</a>) </FONT></P> <UL><LI><a href="http://dspl.skku.ac.kr">DSPlab at SKKU in South Korea</a></LI></UL> </TD> </TR> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=Research></A><FONT FACE="Arial" COLOR="#003399"><U> <a name="s2">Research </a> </U></FONT></H3> <FONT FACE="arial,helvetica"></FONT>Topic lists <P><FONT FACE="arial,helvetica"><TABLE BORDER=0 WIDTH=650> <TR> <TD> <P><FONT FACE="arial,helvetica">My research interests lie in the domain of Image Processing, and Computer Vision.( i.e,&nbsp; object detection, object recognition, image retrieval, biometrics etc.) </FONT></P> </TD> </TR> <UL> <LI><FONT FACE="arial,helvetica">Training-free Non-parametric Object Detection using Local Regression Kernel Descriptors in 2- and 3-D : <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> <B> project webpage</B> </a></FONT></LI> <LI><FONT FACE="arial,helvetica">Object Category Classification (Action Recognition) using Local Regression Kernel Descriptors in 2- and 3-D : <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> <B> project webpage</B></a></FONT></LI> <LI><FONT FACE="arial,helvetica"> Space-Time Saliency Detection : <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> <B> project webpage</B> </a> </FONT><FONT FACE="arial,helvetica"></FONT></LI> <LI><FONT FACE="arial,helvetica"> Scalable image/video retrieval, annotation</FONT><FONT FACE="arial,helvetica"></FONT></LI> <LI><FONT FACE="arial,helvetica"> Irregularity detection in medical data</FONT><FONT FACE="arial,helvetica"></FONT></LI> <LI><FONT FACE="arial,helvetica"> Segementation, Boundary Detection</FONT><FONT FACE="arial,helvetica"></FONT></LI> <LI><FONT FACE="arial,helvetica"> Image and Video Denoisng</FONT><FONT FACE="arial,helvetica"></FONT></LI> <LI><FONT FACE="arial,helvetica">Super-Resolution</FONT></LI> <LI><FONT FACE="arial,helvetica">Motion Estimation</FONT></LI> <LI><FONT FACE="arial,helvetica">Image and Video Quality Assessment</FONT></LI> <LI><FONT FACE="arial,helvetica"> Video Summarization</FONT><FONT FACE="arial,helvetica"></FONT></LI> </UL> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=News></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s13">Press Coverage</a></U></FONT></H3> <P><FONT FACE="arial,helvetica"><TABLE BORDER=0 WIDTH=650> <TR> <TD> <UL> <LI> <A HREF="http://www.ucop.edu/sciencetoday/article/22613"><FONT FACE="arial,helvetica"></FONT>[Science Today]</A> New search technique for images and videos has broad applications Visual web searches 2010-01-04 </LI> <LI> <A HREF="http://www.ucsc.edu/news_events/text.asp?pid=3359"><FONT FACE="arial,helvetica"></FONT>[UCSC News]</A> New search technique for images and videos has broad applications </LI> <LI> <A HREF="http://www.ephotozine.com/article/New-way-for-you-to-search-through-thousands-of-images-12537"><FONT FACE="arial,helvetica"></FONT>[ePhotoZine]</A> New way for you to search through thousands of images </LI> <LI> <A HREF="http://www.cra.org/ccc/rh-search.php"><FONT FACE="arial,helvetica"></FONT>[CCC] </A> New Search Technique for Images and Videos </LI> <LI> <A HREF="http://links.techwebnewsletters.com/servlet/MailView?ms=MzQ0MTc4ODYS1&r=MzQ3Njc3MTY3MQS2&j=NjEwMzU2MTAS1&mt=1&rt=0"><FONT FACE="arial,helvetica"></FONT>[Dr.Dobb's] </A> Searching for Better Search Engines </LI> <LI> <A HREF="http://www.physorg.com/news177095786.html"></FONT>[Physorg.com] </A> New search technique for images and videos has broad applications </LI> <LI> <A HREF="http://www.ucop.edu/sciencetoday/article/22590"></FONT>[Science Today] </A> Engineers develop technology for image and video-based web searches </LI> <LI> <A HREF="http://news.ucsc.edu/2010/09/nrc-report.html"></FONT>UC Santa Cruz doctoral programs earn high marks in national review </A> </LI> <LI> <A HREF="http://www.robodoki.com/lark-robot-vision/"></FONT> a LARK: See It Now in Robot Vision </A> </LI> <LI> <A HREF="http://www.willowgarage.com/blog/2010/10/11/generic-object-and-action-detection-lark"> Generic object and action detection with LARK (Willow Garage)</FONT> </A> </LI> <UL> </TD> </TR> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=CV/Resume></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s3">Resume</a></U></FONT></H3> <P><FONT FACE="arial,helvetica"><TABLE BORDER=0 WIDTH=650> <TR> <TD> <UL> <LI> <A HREF="http://www.soe.ucsc.edu/~rokaf/images/CV_Feb9_2011.pdf"><FONT FACE="arial,helvetica"></FONT>View my resume in pdf file (Outdated)</A> </LI> <UL> </TD> </TR> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=Classes></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s4">Courses</a></U></FONT></H3> <P><FONT FACE="arial,helvetica"><TABLE BORDER=0 WIDTH=650> <TR> <TD> <UL> <LI><A HREF="http://www.soe.ucsc.edu/classes/ee253/Winter08/"><FONT FACE="arial,helvetica"></FONT>EE 253: Introduction to Information Theory</A> </LI> <LI><A HREF="http://www.soe.ucsc.edu/classes/cmpe240/Fall06/"><FONT FACE="arial,helvetica"></FONT>CMPE 240: Introduction to Linear Dynamical Systems</A> </LI> <LI> <A HREF="http://www.soe.ucsc.edu/classes/cmpe264/Fall06/"><FONT FACE="arial,helvetica"></FONT>CMPE 264: Image Analysis and Computer Vision</A> </LI> <LI> <A HREF="http://www.soe.ucsc.edu/classes/ee250/Winter07/"><FONT FACE="arial,helvetica"></FONT>EE 250: Digital Signal Processing</A> </LI> <LI> <A HREF="http://www.soe.ucsc.edu/classes/ee262/Winter07/"><FONT FACE="arial,helvetica"></FONT>EE 262: Introduction to Statistical Signal Processing</A> </LI> <LI> <A HREF="http://www.soe.ucsc.edu/classes/ee264/Spring07/"><FONT FACE="arial,helvetica"></FONT>EE 264:Image Processing and Reconstruction</A> </LI> </UL> </TD> </TR> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=Teaching assistance></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s5">Teaching assistance</a></U></FONT></H3> <P><FONT FACE="arial,helvetica"><TABLE BORDER=0 WIDTH=650> <TR> <TD> <UL> <LI> <A HREF="http://www.soe.ucsc.edu/classes/ee080j/Spring07/"><FONT FACE="arial,helvetica"></FONT>EE80J: Renewable Energy Resources</A></LI> </UL> </TD> </TR> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=Conference></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s6">Useful Workshop and Conferences</a></U></FONT></H3> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.stanford.edu/group/mmds/"><FONT FACE="arial,helvetica"></FONT>MMDS 2008. Workshop on Algorithms for Modern Massive Data Sets (Jun 25~28 2008)</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.siam.org/meetings/is08/"><FONT FACE="arial,helvetica"></FONT>SIAM Conference Imaging Science (Jul 7~9 2008) </A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://suns.mit.edu/"><FONT FACE="arial,helvetica"></FONT> Scene Understanding Symposium (Jan 30 2009) </A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://groups.csail.mit.edu/graphics/iccp09/"><FONT FACE="arial,helvetica"></FONT> IEEE International Conference on Computational Photography (Apr 16  18, 2009), Sanfrancisco</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.umiacs.umd.edu/conferences/vclworkshop09/"><FONT FACE="arial,helvetica"></FONT> Workshop on Visual and Contextual Learning from Annotated Images and Videos (CVPR 09 Workshop) Miami, Florida</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://vision.cs.princeton.edu/vcl-visu2009/ViSU/people.html"><FONT FACE="arial,helvetica"></FONT>1st International Workshop on Visual Scene Understanding (ViSU 09) (CVPR 09 Workshop) Miami, Florida</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.biomedicalimaging.org"><FONT FACE="arial,helvetica"></FONT> 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston </A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.iccv2009.org/index.html"><FONT FACE="arial,helvetica"></FONT> 2009 IEEE International Conference on Computer Vision , Kyoto </A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://vision.stanford.edu/bavm2009/"><FONT FACE="arial,helvetica"></FONT> Image and Video Understanding (Bay Area Vision Meeting 2009) </A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://conferences.visionbib.com/Browse-data.php?year=2009"><FONT FACE="arial,helvetica"></FONT>Computer Vision Conferences 2009</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.ceremade.dauphine.fr/~peyre/is10/"><FONT FACE="arial,helvetica"></FONT>Mini-symposium SIAM IS10 Recent Advances in Sparse and Non-local Image Regularization, Chicago, Apr, 2010</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.siam.org/meetings/is10/"><FONT FACE="arial,helvetica"></FONT> SIAM Conference on Imaging Science (IS10) April 12-14, 2010 Holiday Inn Chicago Mart Plaza, Chicago, Illinois</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.brl.ntt.co.jp/people/akisato/conference.html#information"><FONT FACE="arial,helvetica"></FONT>Major Conference Schedule Link</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.adaptivebox.net/CILib/CICON_stat.html"><FONT FACE="arial,helvetica"></FONT> Conference acceptance rate</A> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.cs-conference-ranking.org/conferencerankings/topicsii.html"><FONT FACE="arial,helvetica"></FONT> Conference ranking (Artificial Intelligence / Machine Learning / Robotics / Human Computer Interaction )</A> </LI> </UL> <H3><A NAME=Conference></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s6">Upcoming Conferences (events)</a></U></FONT></H3> <UL> <LI> <FONT FACE="arial,helvetica"> <A HREF="http://www.iccv2011.org/"><FONT FACE="arial,helvetica"></FONT> IEEE International Conference on Computer Vision , Paper Submission Deadline: March 1, 2011</A> </LI> </UL> </LI> </UL> </TD> </TR> </TABLE> <a href="#s0"> Top </a> <H3><A NAME=Conference></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s7">Selected Publications</a></U></FONT></H3> <H3><A NAME=Conference></A><FONT FACE="Arial" COLOR="#003399">Journal</a></FONT></H3> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/Flashexample.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF=" http://users.soe.ucsc.edu/~milanfar/publications/journal/Eurasip_FinalSubmission.pdf"> "Robust Flash Denoising/Deblurring by Iterative Guided Filtering", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B>(Large file!) To appear in EURASIP Journal on Advances in Signal Processing (Special Issue on Advanced Statistical Tools for Enhanced Quality Digital Imaging with Realistic Capture Models), 2012 </I> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/faceVerification.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF=" http://users.soe.ucsc.edu/~milanfar/publications/journal/TIFS_Final.pdf"> "Nonparametric Face Verification Using a Novel Face Representation", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B>To appear in IEEE Transactions on Information Forensics and Security, 2011</I> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/PAMI.jpg" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF=" http://users.soe.ucsc.edu/~milanfar/publications/journal/TrainingFreeDetection_Final.pdf"> "Training-free, Generic Object Detection using Locally Adaptive Regression Kernels", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B>IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 32, no. 9, pp. 1688-1704 , Sept. 2010 </I> <br> <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> project webpage </a></B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/PAMI1.PNG" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF="http://users.soe.ucsc.edu/~milanfar/publications/journal/ActionRecognition_PAMI.pdf">"Action Recognition from One Example", </A> </B></FONT><FONT FACE="arial,helvetica"><B> <I> IEEE transaction on Pattern Analysis and Machine Intelligence, Vol. 33, No. 5, pp 867-882, May, 2011 </I><br> <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> project webpage </a></B></FONT></LI> </UL> </LI> </UL> </td> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/JoV.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF="http://www.journalofvision.org/9/12/15/"> "Static and Space-time Visual Saliency Detection by Self-Resemblance", </A> </B></FONT><FONT FACE="arial,helvetica"><B> <I> The Journal of Vision 9(12):15, 1-27, http://journalofvision.org/9/12/15/, doi:10.1167/9.12.15 </I> <br> <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> project webpage </a></B></FONT></LI> </LI> </UL> </td> </TD> </TR> </TABLE> <H3><A NAME=Conference></A><FONT FACE="Arial" COLOR="#003399">Conference</a></FONT></H3> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="" width="140" height="100"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> Qiang Zhang, Peter J. L. van Beek, Chang Yuan, Cindy Xu, <B>Hae Jong Seo</B> and Baoxin Li, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><A HREF="">"Efficient defect detection with sign information of Walsh Hadamard transform", </A> </B></FONT><FONT FACE="arial,helvetica"><B> </B><I><B> accepted to IS&T/SPIE, Electronic Imaging, Feb, 2013 </I> <br> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/Flash.png" width="140" height="100"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B> and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><A HREF="">"Iteratively Merging Information from a Pair of Flash/no-Flash Images using Nonlinear Diffusion", </A> </B></FONT><FONT FACE="arial,helvetica"><B> </B><I><B> IEEE International Conference on Computer Vision (ICCV), 1st IEEE Workshop on Information Theory in Computer Vision and Pattern Recognition, 2011 </I> <br> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/ICASSP2010.JPG" width="140" height="100"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B>Hae Jong Seo</B> and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><A HREF="http://users.soe.ucsc.edu/~milanfar/publications/conf/Saliency_ICASSP_Final.pdf">"Visual Saliency for Automatic Target Detection, Boundary Detection, and Image Quality Assessment", </A> </B></FONT><FONT FACE="arial,helvetica"><B> </B><I><B> IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, Texas, Mar, 2010 </I> <br> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/SRS.png" width="140" height="100"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> Hiroyuki Takeda, <B> Hae Jong Seo </B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF=" http://users.soe.ucsc.edu/~milanfar/publications/conf/SRS_OSA_09.pdf"> "Adaptive Regression Kernels for Image/Video Restoration and Recognition", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B> in Frontiers in Optics 2009/Laser Science XXV/Computational Optical Sensing and Imaging/Signal Recovery and Synthesis, San Jose, CA, October, 2009 </I> <br> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/MCScomparison.png" width="140" height="130"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <a HREF="http://users.soe.ucsc.edu/~milanfar/publications/conf/ICCV_Final.pdf">"Detection of Human Actions From A Single Example"</a>, </B></FONT><FONT FACE="arial,helvetica"><B> <I> Proceedings of IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, Sep, 2009 </I> <br> <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> project webpage </a> ,<A HREF="//www.soe.ucsc.edu/~rokaf/paper/Seo_ICCVPoster_final_Sep10.pdf"> Poster </A></B></FONT></LI> </UL> </UL> </td> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/saliency.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><a HREF="http://users.soe.ucsc.edu/~milanfar/publications/conf/Saliency_CVPR09.pdf"> "Nonparametric Bottom-Up Saliency Detection by Self-Resemblance"</a>, </B></FONT><FONT FACE="arial,helvetica"><B> <I> Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1st International Workshop on Visual Scene Understanding (ViSU 09), Miami, June, 2009 </I> <br> <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> project webpage </a> ,<A HREF="//www.soe.ucsc.edu/~rokaf/paper/Seo_SaliencyDetection_CVPRworkshop_FinalVersion_2009_3.pdf"> Poster </A></B></FONT></LI> </UL> </LI> </UL> </td> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/MRI.jpg" width="140" height="140"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <a HREF="http://users.soe.ucsc.edu/~milanfar/publications/conf/ChangeDetection_ISBI09.pdf">"A Non-parametric Approach to Automatric Change Detection in MRI Images of The Brain"</a>, </B></FONT><FONT FACE="arial,helvetica"><B> <I> Accepted for IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, June, 2009 </B></I></FONT></LI> </UL> </LI> </UL> </td> </TD> </TR> <TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/ProjectionSpace_face_Jan17.PNG" width="140" height="150"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF="http://www.ee.ucsc.edu/~milanfar/publications/conf/ICIP08_Seo.pdf"> "Using Local Regression Kernels for Statistical Object Detection", </B></FONT></A><FONT FACE="arial,helvetica"><B> <I> Proceedings of IEEE International Conference on Image Processing (ICIP), San Diego, 2008 </I><p></FONT><A HREF="//www.soe.ucsc.edu/~rokaf/paper/Seo_NonParametricObjectDetection_LSK_ICIP2008_R2.png"> Poster </A> </I>, <a HREF = "http://users.soe.ucsc.edu/~milanfar/research/computer-vision.html"> project webpage </a></B></LI> </UL> </LI> </UL> </td> </TD> </TR> <TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/HOSA.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><A HREF="http://www.soe.ucsc.edu/~milanfar/publications/conf/1249.pdf">"Video Denoising Using Higher Order Optimal Space-Time Adaptation", </B></FONT></A><FONT FACE="arial,helvetica"><B> <I> Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1249-1252, Las Vegas, NV, March 2008.</I></FONT> <p><A HREF="//www.soe.ucsc.edu/~rokaf/paper/Seo_VideoDenoising_ICASSP2008_R1.png"> Poster </A></B></LI> </UL> </LI> </UL> </td> </TD> </TR> <TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/CCSIM.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> Hiroyuki Takeda, <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><A HREF="http://www.soe.ucsc.edu/~milanfar/publications/conf/ICCE2008_Final.pdf">"Statistical Approaches to Quality Assessment for Image Restoration", </B></FONT></A><FONT FACE="arial,helvetica"><B> <I> Invited paper in Proceedings of the International Conference on Consumer Electronics, Las Vegas, NV, January 2008.</I></FONT> </LI> <p><A HREF="//www.soe.ucsc.edu/~rokaf/paper/ICCE_StatisticalImageQualityAssessment_Jan11.pps"> PPT Slide</A></B></UL> </td> </TD> </TR> <TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/Comp_LRK.png" width="140" height="120"> </td> <td width = "90%"> <UL><LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, Priyam Chatterjee, Hiroyuki Takeda, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B><A HREF="http://www.soe.ucsc.edu/~milanfar/publications/conf/Asilomar2007_2.pdf"> "A Comparison of Some State of the Art Image Denoising Methods", </B></FONT></A><FONT FACE="arial,helvetica"><B> <I> Proceedings of the 41st Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2007. </I></FONT> </LI> <p><A HREF="//www.soe.ucsc.edu/~rokaf/paper/ImageDenoisingMethodComparisonPoster_Asilomar2007final1.tif"> Poster </A></B></UL> </td> </TD> </TR> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/FRA.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>,Young kyung Park, Joong Kyu Kim, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B>"Common Image Method for Both Face Identification and Authentication", </B></FONT></A><FONT FACE="arial,helvetica"><B> <I> International Conference on Computer and Communication Engineering(ICCCE'06)</I> </B></FONT> </LI> </UL> </td> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> <td width="10%"><img src="paper/FR.png" width="140" height="120"> </td> <td width = "90%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, Young kyung Park, Joong Kyu Kim, <B> </B> </FONT><A HREF="http://www.springerlink.com/content/d65776h12l04pl1v/fulltext.pdf"> <FONT FACE="arial,helvetica"><B>"Common Image Method (Nullspace+2DPCA) for Face Recognition", </B></FONT></A><FONT FACE="arial,helvetica"><B> <I> Advanced Concepts for Intelligent Vision Systems, Volume 4179, Lecture Notes in Computer Science, 4179/2006, p 699-709 </I>&nbsp;</FONT> </LI> </B></UL> </td> </TD> </TR> <TABLE> <H3><A NAME=Conference></A><FONT FACE="Arial" COLOR="#003399">Workshop & Talk</a></FONT></H3> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> </td> <td width = "100%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF=" http://users.soe.ucsc.edu/~milanfar/publications/conf/MilanfarDASP.pdf"> "Nonparametric Detection and Recognition of Visual Objects from a Single Example ", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B> Workshop on Defense Applications of Signal Processing (DASP), Kaua'i, HI, September, 2009 </I> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> </td> <td width = "100%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, and Peyman Milanfar, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> <A HREF=" http://users.soe.ucsc.edu/~rokaf/paper/Seo_BAVM_Poster.pdf"> "Training-free Nonparametric Object and Action detection from Images and Videos", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B> Bay Area Vision Meeting (BAVM), Stanford, August, 2009 </I> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <TABLE CELLPADDING="1" CELLSPACING="1"> <TR> <TD> </td> <td width = "100%"> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B>, <B> </B> </FONT> <FONT FACE="arial,helvetica"><B> "Visual Object Recognition", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B> SungKyunKwan University, Seoul, Korea, Oct, 2009 </I> </B></FONT> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B> ,<B> </B> </FONT> <FONT FACE="arial,helvetica"><B> "Visual Object Recognition", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B> Olympus Corp, Tokyo, Japan, Oct, 2009 </I> </B></FONT> </LI> </UL> </LI> </UL> <UL> <LI> <FONT FACE="arial,helvetica"> <B> Hae Jong Seo</B> ,<B> </B> </FONT> <FONT FACE="arial,helvetica"><B> "Real-time Object and Action Detection", </B></FONT></A><FONT FACE="arial,helvetica"><B> </B><I><B> National Institute for Mathematical Sciences (NIMS), Korea, Oct, 2010 </I> </B></FONT> </LI> </UL> </LI> </UL> </td> </TD> </TR> </TABLE> <a href="#s0"> Top </a> </TABLE> <H3><A NAME=Links></A><FONT FACE="Arial" COLOR="#003399"><U> <a name="s10">Professional Activities</a></U></FONT></H3> <UL> <LI><FONT FACE="arial,helvetica">Reviewer for IEEE Transactions on Pattern Analyasis and Machine Intelligence</FONT></LI> <LI><FONT FACE="arial,helvetica">Reviewer for IEEE Transactions on Image Processing</FONT></LI> <LI><FONT FACE="arial,helvetica">Reviewer for IEEE Transactions on Circuts and Systems for Video Technology</FONT></LI> <LI><FONT FACE="arial,helvetica">Reviewer for Neurocomputing </FONT></LI> <LI><FONT FACE="arial,helvetica">Reviewer for IEEE ICASSP 2010 </FONT></LI> <LI><FONT FACE="arial,helvetica">Reviewer for IEEE ICIP 2008,2009 </FONT></LI> <LI><FONT FACE="arial,helvetica">IEEE, SIAM Student Member</FONT></LI> </UL> <a href="#s0"> Top </a> <HR NOSHADE="NOSHADE"> <H3><A NAME=Caricature></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s12">Caricature from San Antonio </a>, TX( ICIP 2007 )</U></FONT></H3> <A HREF="http://www.courtjones.com/my_sketchbook.html"><FONT FACE="arial,helvetica"></FONT>Caricature link</A> <TABLE> <TR> <TD> <TABLE> <TR> <td rowspan="5"> <img border="0" src="http://www.soe.ucsc.edu/~rokaf/images/caricature_haejong.png" width="480" height="240"></a></td> </TR> </TABLE> <HR NOSHADE="NOSHADE"> <H3><A NAME=Caricature></A><FONT FACE="Arial" COLOR="#003399"><U><a name="s12">Banana Slugs </a></U></FONT></H3> <TABLE CELLPADDING="10" CELLSPACING="5"> <TR> <td width="70%"><img src="http://www.soe.ucsc.edu/~rokaf/images/slugs.png" width=480" height="360"> </TR> <TR> <td width="70%"><img src="http://www.soe.ucsc.edu/~rokaf/images/images11.png" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images5.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images6.png" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images10.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/About1.gif" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/slug-scate-right.jpg" width="94" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images7.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/images111.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/sluggy.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/Grateful-Slug.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/slug2.gif" width="60" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/fire_slug.jpg" width="81" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/AstroSlug.gif" width="105" height="83"> <img src="http://www.soe.ucsc.edu/~rokaf/images/slug.99-03-29.150.jpg" width="81" height="83"> </td> </TD> </TR> <TABLE> <!-- Start of StatCounter Code --> <script type="text/javascript"> var sc_project=5028955; var sc_invisible=0; var sc_partition=57; var sc_click_stat=1; var sc_security="587f179d"; </script> <script type="text/javascript" src="http://www.statcounter.com/counter/counter.js"></script><noscript><div class="statcounter"><a title="wordpress visitors" href="http://www.statcounter.com/wordpress.org/" target="_blank"><img class="statcounter" src="http://c.statcounter.com/5028955/0/587f179d/0/" alt="wordpress visitors" ></a></div></noscript> <!-- End of StatCounter Code --> </BODY> </HTML>