End-to-End Text Recognition with Convolutional Neural Networks

End-to-End Text Recognition with Convolutional Neural Networks

Scene Text Recognition Overview

• Text “in the wild” are hard to recognize

• Wide range of variations in backgrounds, textures, fonts, and lighting conditions

Two-Stage Framework

Various Benchmarks

Unsupervised Feature Learning

Synthetic Data

Detector Performance

Sliding window position

• Sliding window position

Word Recognition

End-to-end text recognition results

Conclusion