|
|
|
|
| LEADER |
01000naa a22002652 4500 |
| 001 |
NLM208932054 |
| 003 |
DE-627 |
| 005 |
20231224004848.0 |
| 007 |
cr uuu---uuuuu |
| 008 |
231224s2012 xx |||||o 00| ||eng c |
| 024 |
7 |
|
|a 10.1109/TPAMI.2011.113
|2 doi
|
| 028 |
5 |
2 |
|a pubmed24n0696.xml
|
| 035 |
|
|
|a (DE-627)NLM208932054
|
| 035 |
|
|
|a (NLM)21646681
|
| 040 |
|
|
|a DE-627
|b ger
|c DE-627
|e rakwb
|
| 041 |
|
|
|a eng
|
| 100 |
1 |
|
|a Frinken, Volkmar
|e verfasserin
|4 aut
|
| 245 |
1 |
2 |
|a A novel word spotting method based on recurrent neural networks
|
| 264 |
|
1 |
|c 2012
|
| 336 |
|
|
|a Text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a ƒaComputermedien
|b c
|2 rdamedia
|
| 338 |
|
|
|a ƒa Online-Ressource
|b cr
|2 rdacarrier
|
| 500 |
|
|
|a Date Completed 21.05.2012
|
| 500 |
|
|
|a Date Revised 01.03.2012
|
| 500 |
|
|
|a published: Print
|
| 500 |
|
|
|a Citation Status PubMed-not-MEDLINE
|
| 520 |
|
|
|a Keyword spotting refers to the process of retrieving all instances of a given keyword from a document. In the present paper, a novel keyword spotting method for handwritten documents is described. It is derived from a neural network-based system for unconstrained handwriting recognition. As such it performs template-free spotting, i.e., it is not necessary for a keyword to appear in the training set. The keyword spotting is done using a modification of the CTC Token Passing algorithm in conjunction with a recurrent neural network. We demonstrate that the proposed systems outperform not only a classical dynamic time warping-based approach but also a modern keyword spotting system, based on hidden Markov models. Furthermore, we analyze the performance of the underlying neural networks when using them in a recognition task followed by keyword spotting on the produced transcription. We point out the advantages of keyword spotting when compared to classic text line recognition
|
| 650 |
|
4 |
|a Journal Article
|
| 650 |
|
4 |
|a Research Support, Non-U.S. Gov't
|
| 700 |
1 |
|
|a Fischer, Andreas
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Manmatha, R
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Bunke, Horst
|e verfasserin
|4 aut
|
| 773 |
0 |
8 |
|i Enthalten in
|t IEEE transactions on pattern analysis and machine intelligence
|d 1979
|g 34(2012), 2 vom: 07. Feb., Seite 211-24
|w (DE-627)NLM098212257
|x 1939-3539
|7 nnns
|
| 773 |
1 |
8 |
|g volume:34
|g year:2012
|g number:2
|g day:07
|g month:02
|g pages:211-24
|
| 856 |
4 |
0 |
|u http://dx.doi.org/10.1109/TPAMI.2011.113
|3 Volltext
|
| 912 |
|
|
|a GBV_USEFLAG_A
|
| 912 |
|
|
|a SYSFLAG_A
|
| 912 |
|
|
|a GBV_NLM
|
| 912 |
|
|
|a GBV_ILN_350
|
| 951 |
|
|
|a AR
|
| 952 |
|
|
|d 34
|j 2012
|e 2
|b 07
|c 02
|h 211-24
|