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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Video Analytics Lab, SERC, IISc</title>
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<div class="container">
<div class="navbar-header">
<a href="./index.html" class="navbar-brand">Home</a>
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<a href="./research.html" class="navbar-brand">Research</a>
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<a href="./prospective.html" class="navbar-brand"><font color=yellow><b>For-Prospective-Students</b></font></a>
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</div>
<div class="container">
<div class="page-header" id="banner">
<div class="row">
<div>
<h1>Research Areas</h1>
</div>
<!--<div align=center>
<img width=300 src="vallogo.jpg"></img>
</div>
<p class="lead"> Details coming soon </p>-->
<!--<h4 style="text-align: left;"><big><big>Feature Representations</big></big></h4>
<h5 style="text-align: left;"><big><big>PhD</big></big></h5>
<ol>
<li><big><a href="https://sites.google.com/site/kreddymopuri/">Konda Reddy Mopuri </a> (Since - Aug. 2012)</big></li>
<li><big><a href="http://cds.iisc.ac.in/student/ravikiran/"> Ravi Kiran S </a> (Since - Aug. 2014)</big></li>
<li><big><a href=""> Ram Prabhakar K. </a> (Since - Aug. 2014)</big></li>
<li><big><a href=""> Deepak Babu Sam </a> (Since - Jan. 2016)</big></li>
<li><big><a href=""> Jogendra Nath Kundu </a> (Since - Aug. 2016)</big></li>
</ol> -->
<div id="477250" class=" linksBox" style="">
<h3>
Feature Representations</h3>
<ul class="link-list">
<li >
<a href="https://sites.google.com/site/kreddymopuri/research/ir-nld"
title="">Multi-modal Neural Encodings</a>
<div class="clear"></div>
</li>
<li >
<a href="https://arxiv.org/abs/1705.09142"
title="">Deep Image Representations</a>
<div class="clear"></div>
</li>
<li >
<a href="https://github.com/val-iisc/cnn-fixations"
title="">CNN Fixations</a>
<div class="clear"></div>
</li>
<!--<li >
<a href="/research/detect/ldahash"
title=""> LDAHash: Binary Descriptor for Large-scale Applications</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/detect/brief"
title=""> BRIEF: Binary Descriptor for Low-cost Real-time Applications</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/detect/dbrief"
title=""> D-Brief: Efficient Discriminative Projections for Compact Binary Descriptors</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/detect/deepdescriptorlearning"
title="">Deep Convolutional Descriptor Learning</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/tilde"
title="">TILDE: A Temporally Invariant Learned DEtector</a>
<div class="clear"></div>
</li>
<li >
<a href="/page-107683.html"
title="">Robust 3D Tracking with Descriptor Fields</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/filter_learning"
title="">Filter learning for image categorization and pixel classification</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/detect/orientation"
title="">Learning to Assign Orientations to Feature Points</a>
<div class="clear"></div>
</li>-->
</ul>
</div>
<div id="477250" class=" linksBox" style="">
<h3>
Object Category Understanding</h3>
<ul class="link-list">
<li >
<a href="http://openaccess.thecvf.com/content_cvpr_2018/html/2726.html"
title="">Deep Object Counting</a>
<div class="clear"></div>
</li>
<li >
<a href="https://github.com/val-iisc/deligan"
title="">Freehand Sketches - analysis and synthesis</a>
<div class="clear"></div>
</li>
<!--<li >
<a href="/research/OCU/vehicle"
title=""> Vehicle Counting</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/feature_rep/cnnfixations"
title="">CNN Fixations</a>
<div class="clear"></div>
</li>-->
</ul>
</div>
<div id="477250" class=" linksBox" style="">
<h3>
Deep Low Level Vision</h3>
<ul class="link-list">
<li >
<a href="http://val.serc.iisc.ernet.in/DeepFuseICCV17/"
title="">Computational Photography</a>
<div class="clear"></div>
</li>
<!-- <li >
<a href="/research/OCU/sketches"
title="">Freehand Sketches - analysis and synthesis</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/OCU/vehicle"
title=""> Vehicle Counting</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/feature_rep/cnnfixations"
title="">CNN Fixations</a>
<div class="clear"></div>
</li>-->
</ul>
</div>
<div id="477250" class=" linksBox" style="">
<h3>
Emerging Topics in Deep Learning</h3>
<ul class="link-list">
<li >
<a href="https://arxiv.org/abs/1801.08092"
title="">Adversarial Perturbations</a>
<div class="clear"></div>
</li>
<!-- <li >
<a href="/research/emerging/feedback"
title="">Feedback Networks</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/emerging/RL"
title="">Reinforcement Learning</a>
<div class="clear"></div>
</li>
<li >
<a href="/research/feature_rep/cnnfixations"
title="">CNN Fixations</a>
<div class="clear"></div>
</li>-->
</ul>
</div>
<div id="477250" class=" linksBox" style="">
<h3>
Previous Works</h3>
<ul class="link-list">
<li >
<a href="https://ieeexplore.ieee.org/document/1281820"
title="">Video Object Segmentation</a>
<div class="clear"></div>
</li>
<li >
<a href="http://dx.doi.org/10.1109/CONECCT.2014.6740188"
title="">Image Super Resolution</a>
<div class="clear"></div>
</li>
<li >
<a href="http://dx.doi.org/10.1109/NCVPRIPG.2013.6776206"
title="">Optic Disk Detection</a>
<div class="clear"></div>
</li>
<li >
<a href="http://dx.doi.org/10.1016/j.neucom.2017.02.058"
title="">Anomaly Detection</a>
<div class="clear"></div>
</li>
<li >
<a href="http://dx.doi.org/10.1016/j.imavis.2014.10.006"
title="">Tracking</a>
<div class="clear"></div>
</li>
<li >
<a href="https://dl.acm.org/citation.cfm?id=2425353"
title="">Gait Recognition</a>
<div class="clear"></div>
</li>
<li >
<a href="https://ieeexplore.ieee.org/document/6909449/"
title="">SeamSeg: Video Object Segmentation using Patch Seams</a>
<div class="clear"></div>
</li>
<li >
<a href="http://val.serc.iisc.ernet.in/oldf/index.html"
title="">Compact Representation of Visual Data</a>
<div class="clear"></div>
</li>
<li >
<a href="http://val.serc.iisc.ernet.in/attribute-graph/"
title="">Image Ranking</a>
<div class="clear"></div>
</li>
<li >
<a href="http://val.serc.iisc.ernet.in/saliency-unified/"
title="">Deep Visual Saliency</a>
<div class="clear"></div>
</li>
<li >
<a href="http://val.serc.iisc.ernet.in/papers/EVW17.pdf"
title="">Model Compression for DNN</a>
<div class="clear"></div>
</li>
</ul>
</div>
</div>
</div>
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