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Total-Text: toward orientation robustness in scene text detection

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020; 23 (1)

At present, text orientation is not diverse enough in the existing scene text datasets. Specifically, curve-orientated text is largely out-numbered by......

A benchmark for unconstrained online handwritten Uyghur word recognition

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020; 23 (3)

Despite some interesting results from different research groups, a public database for Uyghur online handwriting recognition and a baseline study are ......

Coarse-to-fine document localization in natural scene image with regional attention and recursive corner refinement

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (3)

Document localization is a promising step for document-based optical character recognition. This task gains difficulty when documents are located in c......

JIF:0.85

An anchor-free region proposal network for Faster R-CNN-based text detection approaches

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (3)

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 Inte......

JIF:0.85

Dynamic temporal residual network for sequence modeling

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (3)

The long short-term memory (LSTM) network with gating mechanism has been widely used in sequence modeling tasks including handwriting and speech recog......

JIF:0.85

Boosting scene character recognition by learning canonical forms of glyphs

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (3)

As one of the fundamental problems in document analysis, scene character recognition has attracted considerable interests in recent years. But the pro......

JIF:0.85

A novel CNN structure for fine-grained classification of Chinese calligraphy styles

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (2)

Chinese calligraphy is a valuable cultural heritage belonging to the world. It is liked by many people, and our mission is to endeavor to pursue calli......

JIF:0.85

Scene text detection and recognition with advances in deep learning: a survey

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (2)

Scene text detection and recognition has become a very active research topic in recent several years. It can find many applications in reality ranging......

JIF:0.85

Metro maps for efficient knowledge learning by summarizing massive electronic textbooks

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2019; 22 (2)

As the number of textbooks soars, people may be stuck into thousands of books when learning knowledge. In order to provide a concise yet comprehensive......

JIF:0.85

A comprehensive study of hybrid neural network hidden Markov model for offline handwritten Chinese text recognition

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2018; 21 (4)

This paper proposes an effective segmentation-free approach using a hybrid neural network hidden Markov model (NN-HMM) for offline handwritten Chinese......

JIF:0.85

Building efficient CNN architecture for offline handwritten Chinese character recognition

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2018; 21 (4)

Deep convolutional neural networks-based methods have brought great breakthrough in image classification, which provides an end-to-end solution for ha......

JIF:0.85

Binarization of degraded document images based on contrast enhancement

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2018; 21 (1-2)

Because of the different types of document degradation such as uneven illumination, image contrast variation, blur caused by humidity, and bleed-throu......

JIF:0.85

Writer adaptation via deeply learned features for online Chinese handwriting recognition

期刊: INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2017; 20 (1)

This paper proposes a novel framework of writer adaptation based on deeply learned features for online handwritten Chinese character recognition. Our ......

JIF:1.3

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