Scene text detection via extremal region based double threshold convolutional network classification.

Scene text detection via extremal region based double threshold convolutional network classification.

In this paper, we present a robust text detection approach in natural images which is based on region proposal mechanism. A powerful low-level detector named saliency enhanced-MSER extended from the widely-used MSER is proposed by incorporating saliency detection methods, which ensures a high recall...

Full description

Bibliographic Details
Main Authors:	Wei Zhu, Jing Lou, Longtao Chen, Qingyuan Xia, Mingwu Ren
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2017-01-01
Series:	PLoS ONE
Online Access:	http://europepmc.org/articles/PMC5562312?pdf=render

Similar Items

FDTA: Fully Convolutional Scene Text Detection With Text Attention
by: Yongcun Cao, et al.
Published: (2020-01-01)

Scene Text Detection Using Attention with Depthwise Separable Convolutions
by: Hassan, E., et al.
Published: (2022)

Fully Convolutional Networks for Text Understanding in Scene Images
by: Dena Bazazian
Published: (2020-02-01)

A real-time road detection method based on reorganized lidar data.
by: Fenglei Xu, et al.
Published: (2019-01-01)

Semi-Supervised Classification via Hypergraph Convolutional Extreme Learning Machine
by: Zhewei Liu, et al.
Published: (2021-04-01)

Real-Time Scene Text Detection and Recognition Using Extremal Region
by: Yi-Chia Hsieh, et al.
Published: (2017)

Automatic Convolutional Neural Architecture Search for Image Classification Under Different Scenes
by: Yu Weng, et al.
Published: (2019-01-01)

A Homotopy Iterative Hard Thresholding Algorithm With Extreme Learning Machine for Scene Recognition
by: Yuanlong Yu, et al.
Published: (2018-01-01)

DETECTION OF TEXT OBJECTS IN IMAGES OF REAL SCENES BASED ON CONVOLUTIONAL NEURAL NETWORK MODEL
by: N. N. Kuzmitsky
Published: (2016-09-01)

Asymmetric Kernel Convolutional Neural Network for Acoustic Scenes Classification
by: Yu-Chi Wu, et al.
Published: (2017)

Variable Convolution and Pooling Convolutional Neural Network for Text Sentiment Classification
by: Min Dong, et al.
Published: (2020-01-01)

Crime Scene Shoeprint Classification Using Residual Network with Atrous Convolution
by: Yen-AnShih, et al.
Published: (2019)

A Convolutional Neural Network Based on Grouping Structure for Scene Classification
by: Xuan Wu, et al.
Published: (2021-06-01)

Acoustic scene classification using self-determination convolutional neural network
by: Andri Santoso, et al.
Published: (2016)

Branch Feature Fusion Convolution Network for Remote Sensing Scene Classification
by: Cuiping Shi, et al.
Published: (2020-01-01)

Multi-appearance segmentation and extended 0-1 programming for dense small object tracking.
by: Longtao Chen, et al.
Published: (2018-01-01)

Scene Classification Based on a Deep Random-Scale Stretched Convolutional Neural Network
by: Yanfei Liu, et al.
Published: (2018-03-01)

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery
by: Fan Hu, et al.
Published: (2015-11-01)

Arbitrary Shape Natural Scene Text Detection Method Based on Soft Attention Mechanism and Dilated Convolution
by: Xiao Qin, et al.
Published: (2020-01-01)

Improvements on Word Embedding and Convolutional Neural Networks for Automated Classification of Free-text Medical Narratives
by: LOU, YU-SHENG, et al.
Published: (2018)

Multilingual Scene Text Detection
by: Liang, Yi Hsuan, et al.

Remote sensing scene classification based on high-order graph convolutional network
by: Yue Gao, et al.
Published: (2021-02-01)

An Efficient and Lightweight Convolutional Neural Network for Remote Sensing Image Scene Classification
by: Donghang Yu, et al.
Published: (2020-04-01)

Concentric Circle Pooling in Deep Convolutional Networks for Remote Sensing Scene Classification
by: Kunlun Qi, et al.
Published: (2018-06-01)

Convolutional Neural Network for Remote-Sensing Scene Classification: Transfer Learning Analysis
by: Rafael Pires de Lima, et al.
Published: (2019-12-01)

Research of text classification based on convolution recursive model
by: Yin Xiaoyu, et al.
Published: (2019-10-01)

Threshold selection for extreme value estimation of vehicle load effect on bridges
by: Xia Yang, et al.
Published: (2018-02-01)

Transferring Weakly-Supervised Convolutional Networks for Scene Parsing
by: Wang, Ren, et al.
Published: (2015)

Deep Object-Centric Pooling in Convolutional Neural Network for Remote Sensing Scene Classification
by: Kunlun Qi, et al.
Published: (2021-01-01)

Rotation Invariance Regularization for Remote Sensing Image Scene Classification with Convolutional Neural Networks
by: Kunlun Qi, et al.
Published: (2021-02-01)

Combing Triple-Part Features of Convolutional Neural Networks for Scene Classification in Remote Sensing
by: Hong Huang, et al.
Published: (2019-07-01)

Multi-Layers Feature Fusion of Convolutional Neural Network for Scene Classification of Remote Sensing
by: Chenhui Ma, et al.
Published: (2019-01-01)

Integrating Scene Text and Visual Appearance for Fine-Grained Image Classification
by: Xiang Bai, et al.
Published: (2018-01-01)

AT-Text: Assembling Text Components for Efficient Dense Scene Text Detection
by: Haiyan Li, et al.
Published: (2020-11-01)

News Text Classification Based on an Improved Convolutional Neural Network
by: Wenjing Tao, et al.
Published: (2019-01-01)

An Integration Model Based on Graph Convolutional Network for Text Classification
by: Hengliang Tang, et al.
Published: (2020-01-01)

Land-use classification via constrained extreme learning classifier based on cascaded deep convolutional neural networks
by: Jie Liang, et al.
Published: (2020-01-01)

Cerebral Microbleed Detection via Convolutional Neural Network and Extreme Learning Machine
by: Siyuan Lu, et al.
Published: (2021-09-01)

A Novel Text Structure Feature Extractor for Chinese Scene Text Detection and Recognition
by: Xiaohang Ren, et al.
Published: (2017-01-01)

Combined Saliency with Multi-Convolutional Neural Network for High Resolution Remote Sensing Scene Classification
by: HE Xiaofei, et al.
Published: (2016-09-01)