A Versatility-Performance Balanced Hardware Architecture for Scene Text Detection
A Versatility-Performance Balanced Hardware Architecture for Scene Text Detection
Detecting and extracting textual information from natural scene images needs Scene Text Detection (STD) algorithms. Fully Convolutional Neural Networks (FCNs) are usually utilized as the backbone model to extract features in these instance segmentation based STD algorithms. FCNs naturally come with high computational complexity. Furthermore, to keep up with the …