Natural scene text detection with MC–MR candidate extraction and coarse-to-fine filtering

C Tian, Y Xia, X Zhang, X Gao - Neurocomputing, 2017 - Elsevier
A novel natural scene text detection method is proposed in this paper. In the proposed
method, first, we extract MSERs as text candidates with a proper multi-channel and multi …

Text detection in Arabic news video based on MSER and RetinaNet

S Mansouri, S Zrigui, M Zrigui… - 2021 IEEE/ACS 18th …, 2021 - ieeexplore.ieee.org
In this paper, we propose a novel approach for text detection in Arabic news videos. Firstly,
we apply MSER method and morphological operators (open and close) to extract candidate …

Live detection of text in the natural environment using convolutional neural network

LM Francis, N Sreenath - Future Generation Computer Systems, 2019 - Elsevier
With the exponential growth in the quantity of born-digital images, the problem of
comprehending text from natural scene images has acquired greater significance. This …

Text/non-text scene image classification using deep ensemble network

M Ghosh, S Chatterjee, H Mukherjee, S Sen… - … on Advanced Computing …, 2022 - Springer
In the interpretation of images, contextual comprehension serves a key task in a natural
scene. The text present in scene images often bestows qualitative details which can be …

Fast text/non-text image classification with knowledge distillation

M Zhao, RQ Wang, F Yin, XY Zhang… - 2019 International …, 2019 - ieeexplore.ieee.org
How to efficiently judge whether a natural image contains texts or not is an important
problem. Since text detection and recognition algorithms are usually time-consuming, and it …

Fast Text vs. Non-text Classification of Images

J Kralicek, J Matas - Document Analysis and Recognition–ICDAR 2021 …, 2021 - Springer
We propose a fast method for classifying images as containing text, or with no scene text.
The typical application is in processing large image streams, as encountered in social …

Arabic text detection in news video using RetinaNet

S Manita, S Mansouri, M Zrigui, S Berchech - Procedia Computer Science, 2021 - Elsevier
Embedded text in video frames represents an interesting source of high level information
especially for semantic indexing and retrieval applications. In this paper, we propose a novel …

[PDF][PDF] Text and non text scene image classification for visually impaired through alexnet transfer learning model

B Anilkumar, SM Velaga… - International Journal of …, 2019 - researchgate.net
Natural Scene Image based text Recognition is a prevalent and exciting research field in
computer vision in recent years. For visually impaired people there are some assistive …

Video generation method and apparatus, and promotional video generation method and apparatus

LIU Xikai, X Gao - US Patent 12,087,056, 2024 - Google Patents
A video generation method and apparatus, and a promotional video generation method and
apparatus are disclosed. The video generation method includes: obtaining a plurality of …

Can Machine Automatically Discover Text Image from Overall Perspective

W Jiang, J Wu, C Yao - International Journal of Performability …, 2019 - ijpe-online.com
Recently, more and more researchers have focused on the problem about how to
automatically distinguish text images from non-text ones. Most of previous works have …