5 papers
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…
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…
Codeswitched Sentence Creation using Dependency Parsing
Dhruval Jain, Arun D Prabhu, Shubham Vatsal +2
Codeswitching has become one of the most common occurrences across multilingual speakers of the world, especially in countries like India which encompasses around 23 official langu…
On-Device Sentence Similarity for SMS Dataset
Arun D Prabhu, Nikhil Arora, Shubham Vatsal +3
Determining the sentence similarity between Short Message Service (SMS) texts/sentences plays a significant role in mobile device industry. Gauging the similarity between SMS data…
On-Device Text Image Super Resolution
Dhruval Jain, Arun D Prabhu, Gopi Ramena +4
Recent research on super-resolution (SR) has witnessed major developments with the advancements of deep convolutional neural networks. There is a need for information extraction fr…