Text Recognition from Images using a Deep Learning Model

SS Harsha, BPNM Kumar, RSSR Battula… - … Conference on I …, 2022 - ieeexplore.ieee.org
Identifying text in an image or video is a process called text recognition. Both documents and
other real-time visuals, including arbitrary photos, use this method. For this, numerous …

Text Recognition from Images Using Deep Learning Techniques

B Narendra Kumar Rao, K Pranitha, Ranjana… - … : Proceedings of ICDIC …, 2022 - Springer
One of the most significant methods utilized in the deep learning approach is text
recognition. Text recognition is now a very significant activity that is utilized in many …

A Review on Various Image-Recognition Types and their Efficiency

VSVD Prasad, IM Reddy, RK Sasank… - 2023 7th …, 2023 - ieeexplore.ieee.org
Now-a-days images and documents play an important role in storing information. Image
processing and text extraction are essential to sustain in our digital society. Text extraction …

[PDF][PDF] A DEEP LEARNING BASED LANGUAGE IDENTIFICATION FROM TEXT IMAGES

SM Kumar, SS Fatima - researchgate.net
Recognizing the language used in the text that is shown in a picture is the objective of the
task known as text image language recognition. The fact that the photos may include text in …

An Enhanced and Efficient approach towards text detection and extracting text in multi-oriented images

A Shankhdhar, L Daga… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Machine learning is a part of artificial intelligence. It allows a machine to learn on its own
and earn knowledge and experience based on the input data set and training set. Text …

Accuracy analysis of text detection and recognition for natural scene images using deep learning model compared over CNN

R Mahaveerakannan, R Balamanigandan… - Artificial Intelligence …, 2024 - taylorfrancis.com
Automatic image-to-text encoding and recognition could be applied to a variety of document
analysis tasks, including assisting the blind, identifying license plates, analyzing articles that …

Text recognition on images using pre-trained CNN

AF Rizky, N Yudistira, E Santoso - arXiv preprint arXiv:2302.05105, 2023 - arxiv.org
A text on an image often stores important information and directly carries high level
semantics, makes it as important source of information and become a very active research …

[PDF][PDF] Text Recognition using Deep Learning: A Review

S Agrahari, AK Tiwari - presented at the International …, 2021 - pdfs.semanticscholar.org
An active field of study, in the domain of text recognition in images, is trying to develop a
computer application with the capacity to read the content automatically from images. There …

A Novel Text Recognition Using Deep Learning Technique

J Niranjan, SK AM - … on Advances in Data Engineering and …, 2024 - ieeexplore.ieee.org
The branch of OCR (Optical Character Recognition) face many challenges such as
extracting text from images. These challenges are most prominent due to varied nature of …

Augmented Scene Text Recognition Using Crosswise Feature Extraction

CC Kiliroor, S Shrija, R Ajay - Wireless Personal Communications, 2022 - Springer
In today's highly computerized society, detection and recognition of text present in natural
scene images is complex and difficult to be properly recognized by human vision. Most of …