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<!DOCTYPE html>
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<li class="nav-item"><a href="index.html#top">Home</a></li>
<li class="nav-item"><a href="img/SyedaNymaFerdous.pdf">Resume</a></li>
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<h2 itemprop="name">Syeda Nyma Ferdous</h2>
<h3 itemprop="jobTitle">PhD Candidate in Computer Engineering</h3>
<h3 itemprop="worksFor">West Virginia University</h3>
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<h1 id="about:6083a88ee3411b0d17ce02d738f69d47">About</h1>
<p>
Welcome to my homepage! I am currently a PhD candidate in the <a href="https://lcsee.statler.wvu.edu/">Department of Computer Science and Electrical Engineering</a> at <a href="https://www.wvu.edu/"> West Virginia University </a>, supervised by <a href="https://xinli.faculty.wvu.edu/">Dr. Xin Li</a>.</p>
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<div class="col-sm-12">
<p> I am passionate about any ML topic, but currently, these are the
specials:</p>
<ul style="font-size:18px;color:#000000;">
<li> ML in environmental sustainability </li>
<li>Object Reidentification</li>
<li>Transformer</li>
<li>Model Regularization</li>
</ul>
</p>
<ul>
</ul>
</div>
</div> -->
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<div class="col-sm-12">
<p>
<h4> Interests </h4>
<ul>
<li> Machine Learning, Deep learning, Computer vision, Object detection, Environemental Sustainability, Biometric Identification</li>
</ul>
<h4> Programming Skills </h4>
<ul>
<li> <b>Platforms:</b> PyTorch, TorchScript, Tensorflow, PyCharm, MATLAB and GIT.</li>
<li> <b>Languages:</b> Python, Matlab, C, C++ </li>
</ul>
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<h1>News</h1>
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<li> <b>Dec 6:</b> Participated in <a href="https://forestryai.website/eventsitemprop="url">Forestry AI </a> Webinar arranged by University of British Columbia, Canada.
</li>
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<section id="publications" class="home-section">
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<h1>Publications</h1>
</div>
<div class="col-xs-12 col-md-12">
<br />
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<p>
</p>
<img src="img/cropresidue.jpg" class="pub-banner" itemprop="image" style="max-height: 130px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<p>
</p>
<h3 class="article-title" itemprop="name">
<a href="https://www.sciencedirect.com/science/article/abs/pii/S2589014X23000920" itemprop="url">Toward sustainable crop residue management: A deep ensemble learning approach</a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>, Xin Li, Kamalakanta Sahoo, Richard Bergman
</div>
<div class="pub-publication">
Bioresource Technology Reports, 2023
</div>
<div class="pub-links">
</div>
</div>
</div>
<p>
</p>
<div class="col-xs-12 col-md-3">
<p>
</p>
<img src="img/pvt-backbone.png" class="pub-banner" itemprop="image" style="max-height: 200px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<p>
</p>
<h3 class="article-title" itemprop="name">
<a href="https://ieeexplore.ieee.org/document/9898013" itemprop="url">Uncertainty Aware Multitask Pyramid Vision Transformer for UAV-Based Object Re-Identification</a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>, Xin Li, Siwei Lyu
</div>
<div class="pub-publication">
IEEE International Conference on Image Processing (ICIP), 2022
</div>
<div class="pub-links">
</div>
</div>
</div>
<p>
</p>
<div class="pub-list-item" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row">
<div class="col-xs-12 col-md-3">
<p>
</p>
<img src="img/archi.png" class="pub-banner" itemprop="image" style="max-height: 130px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<p>
</p>
<h3 class="article-title" itemprop="name">
<a href="https://arxiv.org/pdf/2012.05959.pdf" itemprop="url">Super-resolution Guided Pore Detection for Fingerprint Recognition</a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>, Ali Dabouei, Jeremy Dawson, Nasser Nasrabadi
</div>
<div class="pub-publication">
25th International Conference on Pattern Recognition (ICPR), 2020
</div>
<div class="pub-links">
</div>
</div>
</div>
<p>
</p>
<div class="pub-list-item" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row">
<div class="col-xs-12 col-md-3">
<p>
</p>
<!--<a href="publication/funit/index.html">-->
<img src="img/SRVD.PNG" class="pub-banner" itemprop="image" style="max-height: 150px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<h3 class="article-title" itemprop="name">
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9079855"> Joint-SRVDNet: Joint Super Resolution and Vehicle Detection Network </a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>, Moktari Mostofa, Benjamin S. Riggan, Nasser M Nasrabadi
</div>
<div class="pub-publication">
IEEE Access, 2020
</div>
<div class="pub-links">
</div>
</div>
</div>
</div>
<p>
</p>
<div class="pub-list-item" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row">
<div class="col-xs-12 col-md-3">
<p>
</p>
<img src="img/MwLw.png" class="pub-banner" itemprop="image" style="max-height: 130px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<p>
</p>
<h3 class="article-title" itemprop="name">
<a href="https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11394/113940B/Target-classification-in-infrared-imagery-by-cross-modal-synthesis-using/10.1117/12.2558276.short?SSO=1" itemprop="url">Target classification in infrared imagery by cross-spectral synthesis using GAN</a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>, Moktari Mostofa, Uche M Osahor, Nasser Nasrabadi
</div>
<div class="pub-publication">
SPIE Defense + Commercial Sensing, 2020
</div>
<div class="pub-links">
</div>
</div>
</div>
<p>
</p>
<div class="pub-list-item" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row">
<div class="col-xs-12 col-md-3">
<!--<a href="publication/funit/index.html">-->
<img src="img/joint.jpg" class="pub-banner" itemprop="image" style="max-height: 130px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<p>
</p>
<h3 class="article-title" itemprop="name">
<a href="https://www.spiedigitallibrary.org/conference-proceedings-of-spie/11006/1100617/Super-resolution-assisted-deep-aerial-vehicle-detection/10.1117/12.2519045.full?SSO=1" itemprop="url">Super resolution-assisted deep aerial vehicle detection </a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>,Moktari Mostofa, Nasser M Nasrabadi
</div>
<div class="pub-publication">
SPIE, Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications, 2019
</div>
<div class="pub-links">
<!--<a class="btn btn-primary btn-outline btn-xs" href="publication/funit/index.html">Details</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="../../arxiv.org/pdf/1905.01723.pdf">PDF</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://github.com/NVlabs/FUNIT/">Code</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://arxiv.org/abs/1905.01723">Arxiv</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="publications/funit_bib.txt">BibTex</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://www.youtube.com/watch?v=kgPAqsC8PLM">Video</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://nvlabs.github.io/FUNIT/petswap.html">Demo</a>-->
</div>
</div>
</div>
<p>
</p>
<div class="pub-list-item" itemscope itemtype="http://schema.org/CreativeWork">
<div class="row">
<div class="col-xs-12 col-md-3">
<!--<a href="publication/munit/index.html">-->
<img src="img/ontology.gif" class="pub-banner" itemprop="image" style="max-height: 130px">
</a>
</div>
<div class="col-xs-12 col-md-9">
<h3 class="article-title" itemprop="name">
<a href="https://ieeexplore.ieee.org/abstract/document/7890880">A semantic content based recommendation system for cross-lingual news</a>
</h3>
<div class="pub-authors" itemprop="author">
<b>Syeda Nyma Ferdous</b>, Muhammad Masroor Ali
</div>
<div class="pub-publication">
IEEE International Conference on Imaging, Vision & Pattern Recognition (icIVPR), 2017
</div>
<div class="pub-links">
<!--<a class="btn btn-primary btn-outline btn-xs" href="publication/munit/index.html">Details</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="../../arxiv.org/pdf/1804.04732.pdf">PDF</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://github.com/NVlabs/MUNIT">Code</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://arxiv.org/abs/1804.04732">Arxiv</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="publications/munit_bib.txt">BibTex</a>-->
<!--<a class="btn btn-primary btn-outline btn-xs" href="https://www.youtube.com/watch?v=ab64TWzWn40">Video</a>-->
</div>
</div>
</div>
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<p>
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