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<html>
<head>
<title>Samruddhi Kahu</title>
<meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1">
<meta name="KEYWORDS" content="Samruddhi Kahu, Samruddhi Y. Kahu, S. Y. Kahu,
image compression, video compression, image processing, video processing,
H.264/AVC, JM reference software, H.265/HEVC, HM reference software, wavelets, contourlets,
color spaces, CIE L*a*b*, Just Noticeable Difference, JND, visual information">
<meta name="description" content="Samruddhi Kahu Website">
<meta name="author" content="Samruddhi Y. Kahu">
<style>
ul {
list-style-type: none;
margin: 0;
padding: 0;
overflow: hidden;
text-align: center;
}
li.horz {
display:inline-block;
}
li a {
display: block;
color: black;
text-align: center;
padding: 16px;
text-decoration: none;
}
li a:hover {
background-color: #ffffff;
}
td {
padding: 16px;
}
</style>
</head>
<body bgcolor="#ffffff">
<div align="Center">
<ul>
<li class="horz"><a href="#home"><strong>Home</strong></a></li>
<li class="horz"><a href="#about"><strong>About Me</strong></a></li>
<li class="horz"><a href="#experience"><strong>Experience</strong></a></li>
<li class="horz"><a href="#education"><strong>Education</strong></a></li>
<li class="horz"><a href="#publications"><strong>Publications</strong></a></li>
<li class="horz"><a href="#patents"><strong>Patents</strong></a></li>
<li class="horz"><a href="#skills"><strong>Skills</strong></a></li>
<!-- <li class="horz"><a href="#awards"><strong>Awards and Honors</strong></a></li> -->
<li class="horz"><a href="#hobbies"><strong>My Hobbies</strong></a></li>
<li class="horz"><a href="#videos"><strong>My Videos</strong></a></li>
</ul>
</div>
<br>
<section id="home">
<div align="Center">
<hr width="60%">
<h1>Samruddhi Kahu</h1>
<h3><span>Ph.D.</span> | <span>Image and Video Compression</span></h3>
<!--<a href="http://vnit.ac.in/ece/">Department of Electronics and Communication Engineering</a>
<br> -->
<h3><a href="http://vnit.ac.in">Visvesvaraya National Institute of Technology Nagpur, India</a></h3>
<br>
<br>
<!--Advanced Embedded Systems Research Lab<br>-->
Email: skahu [AT] uci [DOT] edu, samruddhikahu [AT] gmail [DOT] com<br>
</div>
<center>
<!-- <p> <img src="minhdo_research.jpg" alt="Minh N. Do Research"></p> -->
</center>
</section>
<!--
=============================================== -->
<section id="about">
<div align="Center">
<hr width="60%">
<h2>About Me</h2>
<table style="width:60%">
<tr>
<td><img src="Sam.jpg" alt="Samruddhi Kahu" style="float:right;width:168px;height:188px" ></td>
<td><p style="text-align:justify"> I have a Doctor of Philosophy (Ph.D.) in Electronics and Communication Engineering from Visvesvaraya National Institute of Technology, Nagpur and a Professional Master's degree in Computer Engineerng from University of California, Irvine. My Ph.D. thesis is titled, "Image and Video Compression techniques in CIE L*a*b* color space". As a part of my Ph.D. work, I have gained a good experience of working with H.264/AVC JM reference software, Just Noticeable Difference (JND) based quantization and the Contourlet Transform. I have also worked on CNN-based block-size split decision prediction in HEVC. I am actively looking for opportunities to work in the areas of Video Compression, Image and Video Processing, Computer Vision and Machine Learning.</p> <p><span><a href="https://www.linkedin.com/in/samruddhi-kahu-24761247">LinkedIn</a></span> | <span><a href="https://github.com/samruddhikahu">GitHub</a></span> | <span><a href="./Resume_SamruddhiKahu_April1_2024.pdf">Resume</a></span> | <span><a href="https://scholar.google.com/citations?user=WXkuf2kAAAAJ&hl=en">Google Scholar</a></span></p> </td>
</tr>
</table>
</div>
</section>
<!--
=============================================== -->
<section id="education">
<div align="Center">
<hr width="60%">
<h2>Education</h2>
<table style="width:60%">
<tr>
<td><b>Professional Master's (Embedded and Cyber-Physical Systems) (CGPA 4.00/4)</b><br><i>University of California, Irvine, USA</i><br>
<ul style="list-style-type:disc;text-align:left;">
<li style="display:list-item;"> Project: Fast Block-Size Split Decision in HEVC encoder using Convolutional Neural Networks.</li>
<li style="display:list-item;"> Relevant Courses: Embedded Systems Modelling and Design - SystemC.</li>
</ul></td>
<td style="valign:top;white-space:nowrap"> June 2020</td>
</tr>
<tr>
<td><b>Doctor of Philosophy (CGPA 9.57/10)</b><br><i>Visvesvaraya National Institute of Technology, Nagpur, India</i><br>
<ul style="list-style-type:disc;text-align:left;">
<li style="display:list-item;"> Thesis: Image and Video Compression Techniques in CIE <i>L*a*b*</i> color space.</li>
<li style="display:list-item;"> Relevant Courses: Pattern Recognition, Image Analysis and Computer Vision.</li>
</ul></td>
<td style="valign:top;white-space:nowrap"> Sept. 2019</td>
</tr>
<tr>
<td><b>Master of Technology (Communication Systems Engineering) (CGPA 8.96/10)</b><br><i>Visvesvaraya National Institute of Technology, Nagpur, India</i><br>
<ul style="list-style-type:disc;text-align:left;">
<li> Project: Histogram-based segmentation of color images using Genetic Algorithms</li>
<li> Relevant Courses: Fuzzy Logic and Neural Networks, Advanced Digital Signal Processing, Statistical Signal Analysis, Embedded Systems.</li>
</ul></td>
<td style="valign:top;white-space:nowrap"> June 2014</td>
</tr>
<tr>
<td><b>Bachelor of Engineering (Electronics and Communication Engineering) (73.71%) (I division)</b><br><i>Nagpur University, Nagpur, India</i><br>
<ul style="list-style-type:disc;text-align:left;">
<li> Project: Detecting speed of cars using videos</li>
<li> Relevant Courses: Digital Signal Processing, Digital Image Processing.</li>
</ul></td>
<td style="valign:top;white-space:nowrap"> June 2011</td>
</tr>
</table>
</div>
</section>
<!--
================================================== -->
<section id="experience">
<div align="Center">
<hr width="60%">
<h2>Professional Experience</h2>
<table style="width:60%">
<tr>
<td><b>Research and Teaching Assistant</b><br><i>Department of Electronics and Communication Engineering, <br> Visvesvaraya National Institute of Technology, Nagpur, India</i>
<p> Assist in teaching and grading for a class and execute tasks related to academic research. </p></td>
<td valign="top"> 2014 - 2018</td>
</tr>
<tr>
<td><b>Associate SQA Engineer</b><br><i>Marvell India Pvt. Ltd., Pune, India</i>
<p> Pre-certification testing of Wi-fi devices and access points.</p></td>
<td valign="top"> 2011 - 2012</td>
</tr>
</table>
</div>
</section>
<!--
=================================================== -->
<section id="publications">
<hr width="60%">
<div align="Center">
<h2>Publications</h2>
<ul style="width:60%;text-align:left;">
<li><b>Journals</b>
<ol type="1">
<li><b>S. Y. Kahu</b>, K. M. Bhurchandi, "A low-complexity, sequential video compression scheme using frame differential directional filter bank decomposition in CIE <i>L*a*b*</i> color space," <i>IEEE Access</i>, vol. 5, pp. 14914 - 14929, 2017.</li>
<li><b>S. Y. Kahu</b>, K. M. Bhurchandi, "JPEG-based variable block-size image compression using CIE <i>L*a*b*</i> color space," <i>KSII Transactions on Internet and Information Systems</i>, vol. 12, no. 10, pp. 5056 - 5078, 2018.</li>
<li><b>S. Y. Kahu</b>, R. B. Raut, K. M. Bhurchandi, "Review and evaluation of color spaces for image/video compression," <i>Color Research and Application, Wiley</i>, vol. 44, no. 1, pp. 8 - 33, 2019.</li>
</ol>
</li><br>
<li><b>Conferences</b>
<ol type="1">
<li>P. Snehalatha, P. Kumar, <b>S. Y. Kahu</b>, K. M. Bhurchandi, "Segmentation of color images using genetic algorithm with image histogram," <i>Proc. SPIE 9445, 7th Intl. Conf. Machine Vision</i>, Milano, Italy, 2014</li>
<li><b>S. Y. Kahu</b>, R. Rahate, K. M. Bhurchandi, "An improved JPEG image compression algorithm," <i>16th Irish Machine Vision and Image Process. Conf.</i> Northern Ireland, U.K., 2014.</li>
</ol>
</li><br>
</ul>
</div>
</section>
<!--
====================================================== -->
<section id="skills">
<hr width="60%">
<div align="Center">
<h2>Skills</h2>
<table style="width:60%">
<tr>
<td><i>Programming Languages</i></td>
<td>MATLAB, C/C++, Python</td>
</tr>
<tr>
<td><i>Softwares</i></td>
<td>H.264/AVC JM reference software, H.265/HEVC HM reference software, PyTorch </td>
</tr>
</table>
</div>
</section>
<!--
<section id="awards">
<hr>
<div align="Center">
<h2>Awards and Honors</h2>
<ol type="1" style="width:60%;text-align:left;">
<li>11th in the order of merit in Middle School Scholarship Examination in 1999 (4th grade).</li>
<li>19th in the order of merit in High School Scholarship Examination in 2002 (7th grade).</li>
<li>Consolation prize (lost merit by 2 marks) in Maharashtra Talent Search Examination in 2003 (8th grade).</li>
<li>Participated in the 3-Minute Thesis Competition in the IEEE Intl. Conf. on Multimedia and Expo, 2018 at San Diego and won accolades.</li>
</ol>
</div>
</section>
-->
<!--
======================================================= -->
<section id="hobbies">
<hr width="60%">
<div align="Center">
<h2>My Hobbies</h2>
<!-- <ol type="1" style="width:60%;text-align:left;"> -->
<p style="width:60%;text-align:left;"> I am very passionate about Indian Classical Dance, Kathak. I have participated in inter-school, inter-collegiate and even district level dance competitions. I also like to play volleyball and badminton. </p>
<!-- </ol> -->
</div>
</section>
<!--
======================================================== -->
<section id="videos">
<hr width="60%">
<div align="Center">
<h2>My Videos</h2>
<p style="width:60%"><span><iframe width="420" height="345" src="https://www.youtube.com/embed/eWNTYs2cBdM"></iframe></span> | <span><iframe width="420" height="345" src="https://www.youtube.com/embed/tbzFGFaclPI"></iframe></span></p>
<p style="width:60%"><span>A Low-Complexity, Sequential Video Compression Scheme</span> | <span>3-Minute Thesis Presentation @ ICME 2018 San Diego CA</span></p>
</div>
</section>
</body>
</html>