Deeptext: A new approach for text proposal generation and text detection in natural images
In this paper, we develop a new approach called DeepText for text region proposal
generation and text detection in natural images via a fully convolutional neural network …
generation and text detection in natural images via a fully convolutional neural network …
An anchor-free region proposal network for Faster R-CNN-based text detection approaches
The anchor mechanism of Faster R-CNN and SSD framework is considered not effective
enough to scene text detection, which can be attributed to its Intersection-over-Union-based …
enough to scene text detection, which can be attributed to its Intersection-over-Union-based …
An efficient deep neural network with adaptive galactic swarm optimization for complex image text extraction
D Pandey, BK Pandey - Process mining techniques for pattern …, 2022 - taylorfrancis.com
Text present in a complex image contains various details which are employed to recognize
the conditions of the image and to nontext details. The details available in the complex …
the conditions of the image and to nontext details. The details available in the complex …
Fastext: Efficient unconstrained scene text detector
We propose a novel easy-to-implement stroke detector based on an efficient pixel intensity
comparison to surrounding pixels. Stroke-specific keypoints are efficiently detected and text …
comparison to surrounding pixels. Stroke-specific keypoints are efficiently detected and text …
Scene text detection and recognition with advances in deep learning: a survey
Scene text detection and recognition has become a very active research topic in recent
several years. It can find many applications in reality ranging from navigation for vision …
several years. It can find many applications in reality ranging from navigation for vision …
A multiplexed network for end-to-end, multilingual OCR
Recent advances in OCR have shown that an end-to-end (E2E) training pipeline that
includes both detection and recognition leads to the best results. However, many existing …
includes both detection and recognition leads to the best results. However, many existing …
[HTML][HTML] SSD vs. YOLO for detection of outdoor urban advertising panels under multiple variabilities
This work compares Single Shot MultiBox Detector (SSD) and You Only Look Once (YOLO)
deep neural networks for the outdoor advertisement panel detection problem by handling …
deep neural networks for the outdoor advertisement panel detection problem by handling …
Review of scene text detection and recognition
Scene texts contain rich semantic information which may be used in many vision-based
applications, and consequently detecting and recognizing scene texts have received …
applications, and consequently detecting and recognizing scene texts have received …
Multi-oriented and multi-lingual scene text detection with direct regression
Multi-oriented and multi-lingual scene text detection plays an important role in computer
vision area and is challenging due to the wide variety of text and background. In this paper …
vision area and is challenging due to the wide variety of text and background. In this paper …
Real-time lexicon-free scene text localization and recognition
An end-to-end real-time text localization and recognition method is presented. Its real-time
performance is achieved by posing the character detection and segmentation problem as an …
performance is achieved by posing the character detection and segmentation problem as an …