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LEADER 00000cam  2200673Mi 4500 
001    305128383 
003    OCoLC 
005    20190816064543.6 
006    m     o  d         
007    cr cn||||||||| 
008    020919s2002    njua    ob    000 0 eng d 
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020    9812777865|q(electronic bk.) 
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049    MAIN 
050  4 QK569.D54|bA98 2002eb 
072  7 SCI|x008000|2bisacsh 
072  7 SCI|x045000|2bisacsh 
082 04 579.8/5|222 
245 00 Automatic diatom identification /|ceditors, Hans du Buf, 
       Micha M. Bayer. 
264  1 River Edge, N.J. :|bWorld Scientific,|c[2002] 
264  4 |c©2002 
300    1 online resource (xi, 316 pages) :|billustrations. 
336    text|btxt|2rdacontent 
337    computer|bc|2rdamedia 
338    online resource|bcr|2rdacarrier 
340    |gpolychrome|2rdacc|0http://rdaregistry.info/termList/
       RDAColourContent/1003 
347    data file|2rda 
490 1  Series in machine perception and artificial intelligence ;
       |vv. 51. 
504    Includes bibliographical references. 
505 0  1. Introduction to ADIAC and this book / Hans du Buf and 
       Micha M. Bayer -- 2. Diatoms: organism and image / David 
       G. Mann -- 3. Diatom applications / Richard J. Telford 
       [and others] -- 4. ADIAC imaging techniques and databases 
       / Micha M. Bayer and Steve Juggins -- 5. Human error and 
       quality assurance in diatom analysis / Martyn G. Kelly 
       [and others] -- 6. Contour extraction / Stefan Fischer, 
       Hamid R. Shahbazkia, and Horst Bunke -- 7. Identification 
       using classical and new features in combination with 
       decision tree ensembles / Stefan Fischer and Horst Bunke -
       - 8. Identification by curvature of convex and concave 
       segments / Robert E. Loke and Hans du Buf -- 9. 
       Identification by contour profiling and legendre 
       polynomials / Adrian Ciobanu and Hans du Buf -- 10. 
       Identification by Gabor features / Luis M. Santos and Hans
       du Buf -- 11. Identification by mathematical morphology / 
       Michael H.F. Wilkinson [and others] -- 12. Mixed-method 
       identifications / Michel A. Westenberg and Jos B.T.M. 
       Roerdink -- 13. Automatic slide scanning / Jose L. Pech-
       Pacheco and Gabriel Cristobal -- 14. ADIAC achievements 
       and future work / Hans du Buf and Micha M. Bayer. 
520    This is the first book to deal with automatic diatom 
       identification. It provides the necessary background 
       information concerning diatom research, useful for both 
       diatomists and non-diatomists. It deals with the 
       development of electronic databases, image preprocessing, 
       automatic contour extraction, the application of existing 
       contour and ornamentation features and the development of 
       new ones, as well as the application of different 
       classifiers (neural networks, decision trees, etc.). These
       are tested using two image sets: (i) a very difficult set 
       of Sellaphora pupula with 6 demes and 120 images; (ii) a 
       mixed genera set with 37 taxa and approximately 800 
       images. The results are excellent, and recognition rates 
       well above 90% have been achieved on both sets. The 
       results are compared with identification rates obtained by
       human experts. One chapter of the book deals with 
       automatic image capture, i.e. microscope slide scanning at
       different resolutions using a motorized microscope stage, 
       autofocusing, multifocus fusion, and particle screening to
       select only diatoms and to reject debris. This book is the
       final scientific report of the European ADIAC project 
       (Automatic Diatom Identification and Classification), and 
       it lists the web-sites with the created public databases 
       and an identification demo. 
588 0  Print version record. 
650  0 Diatoms|0http://id.loc.gov/authorities/subjects/sh85037628
       |xIdentification|0http://id.loc.gov/authorities/subjects/
       sh2002011456|xData processing.|0http://id.loc.gov/
       authorities/subjects/sh99005487 
650  0 Pattern recognition systems.|0http://id.loc.gov/
       authorities/subjects/sh85098791 
655  4 Electronic books. 
700 1  Du Buf, Hans.|0http://id.loc.gov/authorities/names/
       no2002086146 
700 1  Bayer, Micha M.|0http://id.loc.gov/authorities/names/
       no2002086144 
776 08 |iPrint version:|tAutomatic diatom identification.|dRiver 
       Edge, NJ : World Scientific, ©2002|z9810248865
       |z9789810248864|w(DLC)  2005274892|w(OCoLC)50633000. 
830  0 Series in machine perception and artificial intelligence ;
       |0http://id.loc.gov/authorities/names/n91107585|vv. 51. 
956 40 |uhttp://proxy.opal-libraries.org/login?url=http://
       search.ebscohost.com/login.aspx?direct=true&scope=site&
       db=nlebk&AN=210652|zView online 
990    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America|c2019-04-26|yMaster record 
       variable field(s) change: 505|5OHN 
990    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America|c2019-08-16|yMaster record 
       variable field(s) change: 505|5OHN 
990    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America|c2018-05-11|yMaster record 
       variable field(s) change: 650|5OHN 
990    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America|c2017-09-22|yMaster record 
       variable field(s) change: 650|5OHN 
990    ProQuest ebrary|bebrary Academic Complete|c2017-08-11
       |yRemoved from collection ebrary.ebooks|5MTU 
990    ProQuest ebrary|bebrary Academic Complete|c2017-06-09
       |yMaster record variable field(s) change: 650|5MTU 
990    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America|c2017-06-09|yMaster record 
       variable field(s) change: 650|5OHN 
990    ProQuest ebrary|bebrary Academic Complete|c2017-04-20|5MTU
990    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America|c2016-07-08|yMaster record 
       variable field(s) change: 245 

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