IEEE - Institute of Electrical and Electronics Engineers, Inc. - Bag-of-Features HMMs for Segmentation-Free Word Spotting in Handwritten Documents

2013 12th International Conference on Document Analysis and Recognition (ICDAR)

Author(s): Leonard Rothacker ; Marcal Rusinol ; Gernot A. Fink
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2013
Conference Location: Washington, DC, USA
Conference Date: 25 August 2013
Page(s): 1,305 - 1,309
ISBN (Electronic): 978-0-7695-4999-6
ISSN (Paper): 1520-5363
DOI: 10.1109/ICDAR.2013.264
Regular:

Recent HMM-based approaches to handwritten word spotting require large amounts of learning samples and mostly rely on a prior segmentation of the document. We propose to use Bag-of-Features HMMs... View More

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