Author name recognition in degraded journal images
被引:0
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作者:
de la Jacopiere, Aliette de Bodard
论文数: 0引用数: 0
h-index: 0
机构:
GET Ecole Natl Super Telecommun, Signal & Image Proc Dept, 46 Rue Barrault, F-75013 Paris, FranceGET Ecole Natl Super Telecommun, Signal & Image Proc Dept, 46 Rue Barrault, F-75013 Paris, France
de la Jacopiere, Aliette de Bodard
[1
]
Likforman-Sulem, Laurence
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h-index: 0
机构:
GET Ecole Natl Super Telecommun, Signal & Image Proc Dept, 46 Rue Barrault, F-75013 Paris, FranceGET Ecole Natl Super Telecommun, Signal & Image Proc Dept, 46 Rue Barrault, F-75013 Paris, France
Likforman-Sulem, Laurence
[1
]
机构:
[1] GET Ecole Natl Super Telecommun, Signal & Image Proc Dept, 46 Rue Barrault, F-75013 Paris, France
degraded documents;
journal title pages;
neural network;
author name;
textual and image-based analysis;
D O I:
暂无
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
A method for extracting names in degraded documents is presented in this article. The documents targeted are images of photocopied scientific journals from various scientific domains. Due to the degradation. there is poor OCR recognition, and pieces of other articles appear on the sides of the image. The proposed approach relies on the combination of a low-level textual analysis and an image-based analysis. The textual analysis extracts robust typographic features, while the image analysis selects image regions of interest through anchor components. We report results on the University of Washington benchmark database.
机构:
Faculty of Computer Studies, Arab Open University, P.O. Box 830, Ardiya,92400, KuwaitFaculty of Computer Studies, Arab Open University, P.O. Box 830, Ardiya,92400, Kuwait
Zaeri, Naser
Qasim, Rusul R.
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h-index: 0
机构:
Kuwait Technical College, P.O. Box 232, Abu-Halifa, 54753, KuwaitFaculty of Computer Studies, Arab Open University, P.O. Box 830, Ardiya,92400, Kuwait
机构:
Univ Paris Saclay, CNRS, Telecom SudParis, SAMOVAR, 9 Rue Charles Fourier, F-91011 Evry, FranceUniv Paris Saclay, CNRS, Telecom SudParis, SAMOVAR, 9 Rue Charles Fourier, F-91011 Evry, France
Yahiaoui, Meriem
Monfrini, Emmanuel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, CNRS, Telecom SudParis, SAMOVAR, 9 Rue Charles Fourier, F-91011 Evry, FranceUniv Paris Saclay, CNRS, Telecom SudParis, SAMOVAR, 9 Rue Charles Fourier, F-91011 Evry, France
Monfrini, Emmanuel
Dorizzi, Bernadette
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, CNRS, Telecom SudParis, SAMOVAR, 9 Rue Charles Fourier, F-91011 Evry, FranceUniv Paris Saclay, CNRS, Telecom SudParis, SAMOVAR, 9 Rue Charles Fourier, F-91011 Evry, France