Deep learning approaches to scene text detection: a comprehensive review
In recent times, text detection in the wild has significantly raised its ability due to tremendous
success of deep learning models. Applications of computer vision have emerged and got …
success of deep learning models. Applications of computer vision have emerged and got …
Learning RoI transformer for oriented object detection in aerial images
Object detection in aerial images is an active yet challenging task in computer vision
because of the bird's-eye view perspective, the highly complex backgrounds, and the variant …
because of the bird's-eye view perspective, the highly complex backgrounds, and the variant …
Scene text detection and recognition: a survey
Scene text detection and recognition have been given a lot of attention in recent years and
have been used in many vision-based applications. In this field, there are various types of …
have been used in many vision-based applications. In this field, there are various types of …
Look more than once: An accurate detector for text of arbitrary shapes
Previous scene text detection methods have progressed substantially over the past years.
However, limited by the receptive field of CNNs and the simple representations like …
However, limited by the receptive field of CNNs and the simple representations like …
Learning shape-aware embedding for scene text detection
We address the problem of detecting scene text in arbitrary shapes, which is a challenging
task due to the high variety and complexity of the scene. Specifically, we treat text detection …
task due to the high variety and complexity of the scene. Specifically, we treat text detection …
Scene text detection with supervised pyramid context network
Scene text detection methods based on deep learning have achieved remarkable results
over the past years. However, due to the high diversity and complexity of natural scenes …
over the past years. However, due to the high diversity and complexity of natural scenes …
Arbitrary shape scene text detection with adaptive text region representation
Scene text detection attracts much attention in computer vision, because it can be widely
used in many applications such as real-time text translation, automatic information entry …
used in many applications such as real-time text translation, automatic information entry …
Learning RoI transformer for detecting oriented objects in aerial images
Object detection in aerial images is an active yet challenging task in computer vision
because of the birdview perspective, the highly complex backgrounds, and the variant …
because of the birdview perspective, the highly complex backgrounds, and the variant …
On the arbitrary-oriented object detection: Classification based approaches revisited
Arbitrary-oriented object detection has been a building block for rotation sensitive tasks. We
first show that the boundary problem suffered in existing dominant regression-based rotation …
first show that the boundary problem suffered in existing dominant regression-based rotation …
Mask R-CNN with pyramid attention network for scene text detection
In this paper, we present a new Mask R-CNN based text detection approach which can
robustly detect multi-oriented and curved text from natural scene images in a unified …
robustly detect multi-oriented and curved text from natural scene images in a unified …