6 citations · 38 across the 12 of their papers we have counts for
6 papers · 1 filter
On-Device Spatial Attention based Sequence Learning Approach for Scene Text Script Identification
Rutika Moharir, Arun D Prabhu, Sukumar Moharana +2
Automatic identification of script is an essential component of a multilingual OCR engine. In this paper, we present an efficient, lightweight, real-time and on-device spatial atte…
A Simple Approach to Image Tilt Correction with Self-Attention MobileNet for Smartphones
Siddhant Garg, Debi Prasanna Mohanty, Siva Prasad Thota +1
The main contributions of our work are two-fold. First, we present a Self-Attention MobileNet, called SA-MobileNet Network that can model long-range dependencies between the image…
On-Device Content Moderation
Anchal Pandey, Sukumar Moharana, Debi Prasanna Mohanty +3
With the advent of internet, not safe for work(NSFW) content moderation is a major problem today. Since,smartphones are now part of daily life of billions of people,it becomes even…
STRIDE : Scene Text Recognition In-Device
Rachit S Munjal, Arun D Prabhu, Nikhil Arora +2
Optical Character Recognition (OCR) systems have been widely used in various applications for extracting semantic information from images. To give the user more control over their…
ScreenSeg: On-Device Screenshot Layout Analysis
Manoj Goyal, Rachit S Munjal, Sukumar Moharana +3
We propose a novel end-to-end solution that performs a Hierarchical Layout Analysis of screenshots and document images on resource constrained devices like mobilephones. Our approa…
TeLCoS: OnDevice Text Localization with Clustering of Script
Rachit S Munjal, Manoj Goyal, Rutika Moharir +1
Recent research in the field of text localization in a resource constrained environment has made extensive use of deep neural networks. Scene text localization and recognition on l…