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Adversarial learning based attentional scene text recognizer 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 138, 期号: 1, 页码: 217-222
Authors:  Zhao, Jinyuan;  Wang, Yanna;  Xiao, Baihua;  Shi, Cunzhao;  Jiang, Jingzhong;  Wang, Chunheng
Adobe PDF(1152Kb)  |  Favorite  |  View/Download:22/2  |  Submit date:2021/01/07
Scene text recognition  Generative adversarial network  Image rectification  
DetectGAN: GAN-based text detector for camera-captured document images 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020, 卷号: 23, 期号: 4, 页码: 267-277
Authors:  Zhao, Jinyuan;  Wang, Yanna;  Xiao, Baihua;  Shi, Cunzhao;  Jia, Fuxi;  Wang, Chunheng
Adobe PDF(3817Kb)  |  Favorite  |  View/Download:39/3  |  Submit date:2020/09/21
Text detection  Camera-captured document images  Multi-scale context features  Generative adversarial networks  
A Text Localization Method Based on Weak Supervision 会议论文
, Sydney, Australia, Australia, 20-25 Sept. 2019
Authors:  Zhang, Jiyuan;  Du, Chen;  Feng, Zipeng;  Wang, Yanna;  Wang, Chunheng
View  |  Adobe PDF(1179Kb)  |  Favorite  |  View/Download:44/7  |  Submit date:2020/06/11
weak supervision  fully convolutional network  text localization map  
OSTER: An Orientation Sensitive Scene Text Recognizer with CenterLine Rectification 会议论文
, Auckland, New Zealand, 2019.11.26-2019.11.29
Authors:  Feng, Zipeng;  Du, Chen;  Wang, Yanna;  Xiao, Baihua
View  |  Adobe PDF(1567Kb)  |  Favorite  |  View/Download:51/9  |  Submit date:2020/06/12
Scene text recognition  Arbitrarily-aligned Chinese texts  Attention selective network  Centerline rectification  Sequence-to-sequence  
Selective feature connection mechanism: Concatenating multi-layer CNN features with a feature selector 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 129, 页码: 108-114
Authors:  Du, Chen;  Wang, Chunheng;  Wang, Yanna;  Shi, Cunzhao;  Xiao, Baihua
Favorite  |  View/Download:59/0  |  Submit date:2020/03/30
Feature combination  Network architecture  Selective feature connection mechanism  Convolutional neural network  
Document image binarization with cascaded generators of conditional generative adversarial networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 96, 期号: 1, 页码: 12
Authors:  Zhao, Jinyuan;  Shi, Cunzhao;  Jia, Fuxi;  Wang, Yanna;  Xiao, Baihua
Adobe PDF(3892Kb)  |  Favorite  |  View/Download:109/2  |  Submit date:2019/12/16
Cascaded generator  Conditional generative adversarial networks  Document image binarization  Image generation  Historical document analysis  
An effective binarization method for disturbed camera-captured document images 会议论文
, Niagara Falls,USA, 2018/08/05
Authors:  Zhao JY(赵晋媛);  Shi CZ(史存召);  Jia FX(贾馥溪);  Wang YN(王燕娜);  Xiao BH(肖柏华)
Adobe PDF(579Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2021/05/26
CRF based text detection for natural scene images using convolutional neural network and context information 期刊论文
NEUROCOMPUTING, 2018, 卷号: 295, 页码: 46-58
Authors:  Wang, Yanna;  Shi, Cunzhao;  Xiao, Baihua;  Wang, Chunheng;  Qi, Chengzuo
Favorite  |  View/Download:110/0  |  Submit date:2018/10/10
Scene Text Detection  Mser  Cnn  Crf  Context Information  Shape-specific Classifiers  
自然场景文本检测与识别方法研究 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  王燕娜
Adobe PDF(11176Kb)  |  Favorite  |  View/Download:224/8  |  Submit date:2018/06/01
自然场景图像  文本检测  文本二值化  文本识别  图模型  文本上下文信息  字符笔画  字符结构信息  
CRF based text detection for natural scene images using convolutional 期刊论文
Neurocomputing, 2018, 期号: 295, 页码: 46-58
Authors:  Wang YN(王燕娜);  Shi,Cunzhao;  Baihua Xiao;  Chunheng Wang;  Chengzuo Qi
View  |  Adobe PDF(3736Kb)  |  Favorite  |  View/Download:206/72  |  Submit date:2018/06/01
Scene Text Detection  Mser  Cnn  Crf  Context Information  Shape-specific Classifiers