The Deep Learning Era.

What is scene text recognition. Scene Text Scene Text Recognition. Scene text detection is the process of predicting the presence of text and localizing each instance if any usually at word or line level in natural scenes. Megvii Technology Limited Peking University 0 share With the rise and development of deep learning computer vision has been tremendously transformed and reshaped.

While each claim to have pushed the boundary of the technology a holistic and fair comparison has been largely missing in the field due to the inconsistent choices of training and evaluation datasets. Reading text in natural scenes referred to as scene text recognition STR has been an important task in a wide range of industrial applications. While each claim to have pushed the boundary of the technology a holistic and fair comparison has been largely missing in the field due to the inconsistent choices of training and evaluation datasets.

The most common way in scene text reading is to divide it into text detection and text recognition which are handled as two separate tasks. Rodriguez-SerranoPerronninandMeylan2013proposed to embed word labels and word images into a common Eu-clidean space. Scene text recognition is a challenging task due to di- verse variations of text instances in natural scene im- ages.

In this One of the problem statement is Scene Text detection and Recognition has become popular in the area of Computer Vision. Text information can be used in the wide range of real world applications such as image search instant translation. Many new proposals for scene text recognition STR models have been introduced in recent years.

There are two parts of it first scene text detection and second is scene text recognition. 11102018 by Shangbang Long et al. EAST Efficient Accurate Scene Text Detector It is a fast and accurate scene text detection method and consists of two stages.

Scene text recognition STR task has a common prac-tice. In this paper we first introduce the history and progress of scene text detection and recognition and classify conventional methods in detail and point out their advantages as well as. Scene text is text that can appear anywhere in environment like signs store fronts notice boards etc.