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My Papers
Seven publications (incl. four co-authored with my
teammates at TRW) on aspects of integrating recognition
into real-world (e.g. postal, financial)
systems, and on applications of self-organizing networks
to numeric and non-numeric data.
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IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
Includes titles and links to abstracts for all the papers in the current
and past issues (back to Jan. 95), plus ordering and submission information.
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Article Archive of the
London & South East Centre for High Performance Computing.
Links to over 200 papers on neural networks, over 700 on vision
and image processing, over 300 on databases (including data
mining and text information retrieval). Cross-referenced by
author, conference, institution & journal.
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Publications
of the
Center for Excellence in
Document Analysis and Recognition at SUNY Buffalo. Includes
several internal technical reports (full papers in HTML, Postscript
& PDF), abstracts of doctoral dissertations (completed and in progress),
and a bibliography of the vast body of work in postal and other
document processing which the group has been building since 1978.
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The
TREC conference series is co-sponsored by
NIST
and the
Information Technology Office
of the Defense Advanced Research Projects Agency (DARPA) as part of
the TIPSTER Text Program.
Participants in a TREC conference use the same test collection of
about 2Gb (!) of text and apply a wide variety of retrieval
techniques, including methods using automatic thesauri,
sophisticated term weighting, natural language techniques,
relevance feedback, and advanced pattern matching.
Link verified Sept. 1999 to contain PDF and
PostScript for conferences through TREC-7 held in Gaithersburg,
Maryland, November 09-11, 1998. TREC-8 will be held November
17-19, 1999.
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Publication list
of
Marti A. Hearst
of the
School of Information Management and Systems
at UC Berkeley.
Eighteen papers on Information Access, Computational Liguistics and
other topics related to finding information in documents.
These papers cover issues in categorization, feature extraction,
clustering and visualization of large data sets -- certainly topics
of interest
from a pattern analysis perspective, although Prof. Hearst wouldn't
describe her work as being in recognition or data mining.
(Also at this site, slides from talks contrasting information
retrieval and text data mining.)
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Publication list
of
András Kornai. Numerous papers from a researcher whose
doctorate is in linguistics (e.g. analytic models in phonology)
and who has subsequently turned his attention to written language,
creating a Hidden Markov Model-based system for such
difficult handwritten ICR problems as check legal lines and
mail addresses. (András was one of the original organizers
of the
Bay Area OCR Interest Group.)
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Bibliography of
Jonathan J. Hull,
Head of Document Analysis Research at
Ricoh California Research
Center. The actual papers (of which the number is simply huge)
aren't at this site, but the format of the bibligraphy is fitting --
it's available as scanned page images, the Postscript from which they
were printed, and the results of OCR'ing the scanned images.
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