Bio
Hello, I'm a PhD student at the
Center for Research in Computer Vision (CRCV),
University of Central Florida advised
by Prof. Mubarak Shah.
Previously, I graduated with Bachelor in Technology (B.Tech) with Honors and MS by research from
International Institute of Information Technology, Hyderabad (IIIT-H),
where I was advised by
Prof. C. V. Jawahar
(Center for Visual Information Technology [CVIT], IIIT-H)
and Prof. Vineeth N Balasubramanian,
IIT-H.
Google Scholar
Email
Google Scholar
Projects
Contrastive Learning of Video Foreground Segmentation as a Self-Supervised Pretext Task
We attempt to perform constrastive learning for video segmentation
as a self-supervised pretext task by exploiting the temporal dimension of videos.
We also evaluate the transfer learning capability of the learned representations.
Consistency based Semi-Supervised Learning for Action Detection in Videos
An end-to-end model for consistency based semi-supervised model
for action detection in videos is developed as an extension of consistency
based semi-supervised object detection method.
Spam Filtering Using Visual Features
To filter the spam emails using Visual features and text,
and then classify the emails as spam/ham. Combining Visual features with
text improves the classification performance.
Fashion search and Apparel Retrieval
A Cloth retrieval system: application for enhanced image search
from a database of images taken from Myntra.