Scene text detection and recognition: The deep learning era
With the rise and development of deep learning, computer vision has been tremendously
transformed and reshaped. As an important research area in computer vision, scene text …
transformed and reshaped. As an important research area in computer vision, scene text …
A comprehensive and systematic look up into deep learning based object detection techniques: A review
Object detection can be regarded as one of the most fundamental and challenging visual
recognition task in computer vision and it has received great attention over the past few …
recognition task in computer vision and it has received great attention over the past few …
Fourier contour embedding for arbitrary-shaped text detection
One of the main challenges for arbitrary-shaped text detection is to design a good text
instance representation that allows networks to learn diverse text geometry variances. Most …
instance representation that allows networks to learn diverse text geometry variances. Most …
A survey of deep learning-based object detection
Object detection is one of the most important and challenging branches of computer vision,
which has been widely applied in people's life, such as monitoring security, autonomous …
which has been widely applied in people's life, such as monitoring security, autonomous …
Character region awareness for text detection
Scene text detection methods based on neural networks have emerged recently and have
shown promising results. Previous methods trained with rigid word-level bounding boxes …
shown promising results. Previous methods trained with rigid word-level bounding boxes …
Efficient and accurate arbitrary-shaped text detection with pixel aggregation network
Scene text detection, an important step of scene text reading systems, has witnessed rapid
development with convolutional neural networks. Nonetheless, two main challenges still …
development with convolutional neural networks. Nonetheless, two main challenges still …
Mask textspotter: An end-to-end trainable neural network for spotting text with arbitrary shapes
Recently, models based on deep neural networks have dominated the fields of scene text
detection and recognition. In this paper, we investigate the problem of scene text spotting …
detection and recognition. In this paper, we investigate the problem of scene text spotting …
Textsnake: A flexible representation for detecting text of arbitrary shapes
Driven by deep neural networks and large scale datasets, scene text detection methods
have progressed substantially over the past years, continuously refreshing the performance …
have progressed substantially over the past years, continuously refreshing the performance …
Shape robust text detection with progressive scale expansion network
Scene text detection has witnessed rapid progress especially with the recent development of
convolutional neural networks. However, there still exists two challenges which prevent the …
convolutional neural networks. However, there still exists two challenges which prevent the …
Textboxes++: A single-shot oriented scene text detector
Scene text detection is an important step of scene text recognition system and also a
challenging problem. Different from general object detections, the main challenges of scene …
challenging problem. Different from general object detections, the main challenges of scene …