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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…
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…
On-device Filtering of Social Media Images for Efficient Storage
Dhruval Jain, DP Mohanty, Sanjeev Roy +2
Artificially crafted images such as memes, seasonal greetings, etc are flooding the social media platforms today. These eventually start occupying a lot of internal memory of smart…
On- Device Information Extraction from Screenshots in form of tags
Sumit Kumar, Gopi Ramena, Manoj Goyal +4
We propose a method to make mobile screenshots easily searchable. In this paper, we present the workflow in which we: 1) preprocessed a collection of screenshots, 2) identified scr…