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基于深度学习的场景文字检测与识别 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
作者:  杜臣
Adobe PDF(15118Kb)  |  收藏  |  浏览/下载：205/11  |  提交时间：2022/01/18
文字检测  文字识别  特征聚合  文字边缘感知  中心线矫正  
Unconstrained end-to-end text reading with feature rectification 期刊论文
PATTERN RECOGNITION LETTERS, 2021, 卷号: 149, 页码: 1-8
作者:  Du, Chen;  Wang, Yanna;  Wang, Chunheng;  Xiao, Baihua;  Shi, Cunzhao
Adobe PDF(1133Kb)  |  收藏  |  浏览/下载：313/66  |  提交时间：2021/11/02
Text recognition  Text detection  Position-sensitive network  Features incompatibility  End-to-end  
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
作者:  Du, Chen;  Wang, Chunheng;  Wang, Yanna;  Shi, Cunzhao;  Xiao, Baihua
Adobe PDF(2583Kb)  |  收藏  |  浏览/下载：366/55  |  提交时间：2020/03/30
Feature combination  Network architecture  Selective feature connection mechanism  Convolutional neural network  
Unsupervised Semantic-Based Aggregation of Deep Convolutional Features 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 2, 页码: 601-611
作者:  Xu, Jian;  Wang, Chunheng;  Qi, Chengzuo;  Shi, Cunzhao;  Xiao, Baihua
浏览  |  Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：398/90  |  提交时间：2019/07/12
Unsupervised  semantic-based aggregation  semantic detectors  
Multi-order co-occurrence activations encoded with Fisher Vector for scene character recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 97, 期号: 2017, 页码: 69-76
作者:  Wang, Yanna;  Shi, Cunzhao;  Wang, Chunheng;  Xiao, Baihua;  Qi, Chengzuo
浏览  |  Adobe PDF(1105Kb)  |  收藏  |  浏览/下载：310/87  |  提交时间：2018/01/03
Scene Character Recognition  Multi-order Co-occurrence Activations  Fisher Vector  Cnn  
A character image restoration method for unconstrained handwritten Chinese character recognition 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2015, 卷号: 18, 期号: 1, 页码: 73-86
作者:  Shao, Yunxue;  Wang, Chunheng;  Xiao, Baihua
浏览  |  Adobe PDF(1157Kb)  |  收藏  |  浏览/下载：335/75  |  提交时间：2015/09/21
Character Image Restoration  Unconstrained Handwritten Chinese Character Recognition  Similar Character Discrimination  
End-to-end scene text recognition using tree-structured models 期刊论文
PATTERN RECOGNITION, 2014, 卷号: 47, 期号: 9, 页码: 2853-2866
作者:  Shi, Cunzhao;  Wang, Chunheng;  Xiao, Baihua;  Gao, Song;  Hu, Jinlong;  Wang Chunheng
浏览  |  Adobe PDF(14024Kb)  |  收藏  |  浏览/下载：346/73  |  提交时间：2015/08/12
End-to-end  Scene Text Recognition  Part-based Tree-structured Models (Tsms)  Normalized Pictorial Structure  
Visual word density-based nonlinear shape normalization method for handwritten Chinese character recognition 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2013, 卷号: 16, 期号: 4, 页码: 387-397
作者:  Shao, Yunxue;  Wang, Chunheng;  Xiao, Baihua
收藏  |  浏览/下载：207/0  |  提交时间：2015/08/12
Visual Word Density  Handwritten Chinese Character Recognition  Character Shape Normalization  Scene Character Recognition  
Fast self-generation voting for handwritten Chinese character recognition 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2013, 卷号: 16, 期号: 4, 页码: 413-424
作者:  Shao, Yunxue;  Wang, Chunheng;  Xiao, Baihua
收藏  |  浏览/下载：220/0  |  提交时间：2015/08/12
Handwritten Chinese Character Recognition  Fast Self-generation Voting  Line Density Equalization  Normalization-cooperated Feature Extraction  Modified Quadratic Discriminant Function  
Scene Text Recognition Using Structure-Guided Character Detection and Linguistic Knowledge 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 7, 页码: 1235-1250
作者:  Shi, CZ;  Wang, CH;  Xiao, BH;  Gao, S;  Hu, JL;  Wang Chunheng
浏览  |  Adobe PDF(2421Kb)  |  收藏  |  浏览/下载：298/78  |  提交时间：2015/08/12
Character Recognition  Cropped Word Recognition  Part-based Tree-structured Models (Tsms)