This paper analyzes, compares, and contrasts technical challenges, methods, and the
performance of text detection and recognition research in color imagery. It summarizes the …

The intelligent analysis of video data is currently in wide demand because a video is a major
source of sensory data in our lives. Text is a prominent and direct source of information in …

Urdu text is a cursive script and belongs to a non-Latin family of other cursive scripts like
Arabic, Chinese, and Hindi. Urdu text poses a challenge for detection/localization from …

Scene text erasing, which replaces text regions with reasonable content in natural images,
has drawn significant attention in the computer vision community in recent years. There are …

Text detection in videos is challenging due to low resolution and complex background of
videos. Besides, an arbitrary orientation of scene text lines in video makes the problem more …

Scene text detection is attracting more and more attention and has become an important
topic in machine vision research. With the development of mobile IoT (Internet of things) and …

The accuracy of current natural scene text recognition algorithms is limited by the poor
performance of character recognition methods for these images. The complex backgrounds …

Extraction and recognition of text present in video has become a very popular research area
in the last decade. Generally, text present in video frames is of different size, orientation …

Text detection in video frames plays a vital role in enhancing the performance of information
extraction systems because the text in video frames helps in indexing and retrieving video …

Urdu is a widely spoken and narrated language in several South-Asian countries and
communities worldwide. It is relatively hard to recognize Urdu text compared to other …