Broken News: Making Newspapers Accessible to Print-Impaired

no code implementations • 21 Jun 2022 • Vishal Agarwal, Tanuja Ganu, Saikat Guha

Accessing daily news content still remains a big challenge for people with print-impairment including blind and low-vision due to opacity of printed content and hindrance from online sources.

Instance Segmentation Optical Character Recognition (OCR) +2

Unsupervised Representation Learning of DNA Sequences

no code implementations • 7 Jun 2019 • Vishal Agarwal, N Jayanth Kumar Reddy, Ashish Anand

In this work, we use a sequence-to-sequence autoencoder model to learn a latent representation of a fixed dimension for long and variable length DNA sequences in an unsupervised manner.

Classification General Classification +1

Deep Face Quality Assessment

no code implementations • 11 Nov 2018 • Vishal Agarwal

The work is done in 2 stages : First, generation of quality score label and secondly, training a deep convolutional neural network in a supervised manner to predict quality score between 0 and 1.

Face Image Quality Face Image Quality Assessment +1

An Interval Type-2 Fuzzy Approach to Automatic PDF Generation for Histogram Specification

no code implementations • 6 May 2018 • Vishal Agarwal, Diwanshu Jain, A. Vamshi Krishna Reddy, Frank Chung-Hoon Rhee

Image enhancement plays an important role in several application in the field of computer vision and image processing.

Image Enhancement