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Author
Marçal Rusiñol; Volkmar Frinken; Dimosthenis Karatzas; Andrew Bagdanov; Josep Llados
Title
Multimodal page classification in administrative document image streams
Type
Journal Article
Year
2014
Publication
International Journal on Document Analysis and Recognition
Abbreviated Journal
IJDAR
Volume
17
Issue
4
Pages
331-341
Keywords
Digital mail room; Multimodal page classification; Visual and textual document description
Abstract
In this paper, we present a page classification application in a banking workflow. The proposed architecture represents administrative document images by merging visual and textual descriptions. The visual description is based on a hierarchical representation of the pixel intensity distribution. The textual description uses latent semantic analysis to represent document content as a mixture of topics. Several off-the-shelf classifiers and different strategies for combining visual and textual cues have been evaluated. A final step uses an n-gram model of the page stream allowing a finer-grained classification of pages. The proposed method has been tested in a real large-scale environment and we report results on a dataset of 70,000 pages.
Address
Corporate Author
Thesis
Publisher
Springer Berlin Heidelberg
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
1433-2833
ISBN
Medium
Area
Expedition
Conference
Notes
DAG; LAMP; 600.056; 600.061; 601.240; 601.223; 600.077; 600.079
Approved
no
Call Number
Admin @ si @ RFK2014
Serial
2523
Permanent link to this record
Author
Fernando Vilariño; Dimosthenis Karatzas; Alberto Valcarce
Title
The Library Living Lab Barcelona: A participative approach to technology as an enabling factor for innovation in cultural spaces
Type
Journal
Year
2018
Publication
Technology Innovation Management Review
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
DAG; MV; 600.097; 600.121; 600.129;SIAI
Approved
no
Call Number
Admin @ si @ VKV2018a
Serial
3153
Permanent link to this record
Author
Josep Llados; Enric Marti
Title
Graph-edit algorithms for hand-drawn graphical document recognition and their automatic introduction
Type
Journal Article
Year
1999
Publication
Machine Graphics & Vision journal, special issue on Graph transformation
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
DAG;IAM
Approved
no
Call Number
IAM @ iam @ LIM1999c
Serial
1569
Permanent link to this record
Author
Josep Llados; Ernest Valveny; Enric Marti
Title
Symbol Recognition in Document Image Analysis: Methods and Challenges
Type
Journal Article
Year
2000
Publication
Recent Research Developments in Pattern Recognition, Transworld Research Network,
Abbreviated Journal
Volume
1
Issue
Pages
151–178.
Keywords
Abstract
Address
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
81-86846-61-1
Medium
Area
Expedition
Conference
Notes
DAG;IAM
Approved
no
Call Number
IAM @ iam @ LVM2000
Serial
1575
Permanent link to this record
Author
Josep Llados; Horst Bunke; Enric Marti
Title
Finding rotational symmetries by cyclic string matching
Type
Journal Article
Year
1997
Publication
Pattern recognition letters
Abbreviated Journal
PRL
Volume
18
Issue
14
Pages
1435-1442
Keywords
Rotational symmetry; Reflectional symmetry; String matching
Abstract
Symmetry is an important shape feature. In this paper, a simple and fast method to detect perfect and distorted rotational symmetries of 2D objects is described. The boundary of a shape is polygonally approximated and represented as a string. Rotational symmetries are found by cyclic string matching between two identical copies of the shape string. The set of minimum cost edit sequences that transform the shape string to a cyclically shifted version of itself define the rotational symmetry and its order. Finally, a modification of the algorithm is proposed to detect reflectional symmetries. Some experimental results are presented to show the reliability of the proposed algorithm
Address
Corporate Author
Thesis
Publisher
Elsevier
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
DAG;IAM;
Approved
no
Call Number
IAM @ iam @ LBM1997a
Serial
1562
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