%PDF-1.5
%
1 0 obj
<<
/Metadata 2 0 R
/Pages 3 0 R
/Type /Catalog
>>
endobj
4 0 obj
<<
/Author <4D696368619B2047726F63686F77736B69>
/CreationDate (D:20190401165619+02'00')
/Creator (pdftk 2.02 - www.pdftk.com)
/Keywords (optical microscopy; blood cells; biophotonics; image analysis; classification; eigenfaces; neural networks; decision support; nanodiamonds; bioimaging)
/ModDate (D:20190405120835+02'00')
/Producer (itext-paulo-155 \(itextpdf.sf.net-lowagie.com\))
/Subject (Metrology and Measurement Systems, 1 \(2019\) 81-93. doi: 10.24425/mms.2019.126323)
/Title (Machine learning system for automated blood smear analysis)
>>
endobj
2 0 obj
<<
/Length 5008
/Subtype /XML
/Type /Metadata
>>
stream
2019-04-01T16:56:19+02:00
pdftk 2.02 - www.pdftk.com
2019-04-05T12:08:35+02:00
2019-04-05T12:08:35+02:00
itext-paulo-155 (itextpdf.sf.net-lowagie.com)
optical microscopy; blood cells; biophotonics; image analysis; classification; eigenfaces; neural networks; decision support; nanodiamonds; bioimaging
application/pdf
Machine learning system for automated blood smear analysis
Metrology and Measurement Systems, 1 (2019) 81-93. doi: 10.24425/mms.2019.126323
Michał Grochowski
Michał Wąsowicz
Agnieszka Mikołajczyk
Mateusz Ficek
Marek Kulka
Maciej S. Wróbel
Małgorzata Jędrzejewska-Szczerska
optical microscopy
blood cells
biophotonics
image analysis
classification
eigenfaces
neural networks
decision support
nanodiamonds
bioimaging
uuid:2e69f1ce-0bc9-4819-87fa-6c20fa585af6
uuid:f70ba1f0-277d-4584-847f-5375c4b6f5d9
endstream
endobj
3 0 obj
<<
/Kids [5 0 R 6 0 R 7 0 R 8 0 R 9 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R
15 0 R 16 0 R 17 0 R]
/Type /Pages
/Count 13
>>
endobj
5 0 obj
<<
/Annots [18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R 26 0 R]
/Resources 27 0 R
/Type /Page
/Parent 3 0 R
/Contents [28 0 R 29 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
6 0 obj
<<
/Resources 30 0 R
/Type /Page
/Parent 3 0 R
/Contents [31 0 R 32 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
7 0 obj
<<
/Annots [33 0 R]
/Resources 34 0 R
/Type /Page
/Parent 3 0 R
/Contents [35 0 R 36 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
8 0 obj
<<
/Resources 37 0 R
/Type /Page
/Parent 3 0 R
/Contents [38 0 R 39 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
9 0 obj
<<
/Annots [40 0 R]
/Resources 41 0 R
/Type /Page
/Parent 3 0 R
/Contents [42 0 R 43 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
10 0 obj
<<
/Resources 44 0 R
/Type /Page
/Parent 3 0 R
/Contents [45 0 R 46 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
11 0 obj
<<
/Annots [47 0 R]
/Resources 48 0 R
/Type /Page
/Parent 3 0 R
/Contents [49 0 R 50 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
12 0 obj
<<
/Resources 51 0 R
/Type /Page
/Parent 3 0 R
/Contents [52 0 R 53 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
13 0 obj
<<
/Annots [54 0 R 55 0 R 56 0 R]
/Resources 57 0 R
/Type /Page
/Parent 3 0 R
/Contents [58 0 R 59 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
14 0 obj
<<
/Resources 60 0 R
/Type /Page
/Parent 3 0 R
/Contents [61 0 R 62 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
15 0 obj
<<
/Annots [63 0 R]
/Resources 64 0 R
/Type /Page
/Parent 3 0 R
/Contents [65 0 R 66 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
16 0 obj
<<
/Resources 67 0 R
/Type /Page
/Parent 3 0 R
/Contents [68 0 R 69 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
17 0 obj
<<
/Annots [70 0 R]
/Resources 71 0 R
/Type /Page
/Parent 3 0 R
/Contents [72 0 R 73 0 R]
/MediaBox [0 0 470.55 668.98]
>>
endobj
18 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [1 0 0]
/Rect [281.088 643.468 288.062 648.335]
/A <<
/D [15 0 R /XYZ 45.07 116.67 null]
/S /GoTo
>>
>>
endobj
19 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [180.168 589.645 251.433 595.828]
/A <<
/URI (http://www.metrology.pg.gda.pl/)
/S /URI
>>
>>
endobj
20 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [147.224 480.844 243.463 487.909]
/A <<
/URI (mailto:michal.grochowski@pg.edu.pl)
/S /URI
>>
>>
endobj
21 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [306.315 480.844 414.286 487.909]
/A <<
/URI (mailto:agnieszka.mikolajczyk@pg.edu.pl)
/S /URI
>>
>>
endobj
22 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [56.707 462.104 143.9 469.17]
/A <<
/URI (mailto:michal_wasowicz@sggw.pl)
/S /URI
>>
>>
endobj
23 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [147.885 462.104 220.405 469.17]
/A <<
/URI (mailto:marek_kulka@sggw.pl)
/S /URI
>>
>>
endobj
24 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [208.609 443.364 272.163 450.43]
/A <<
/URI (mailto:matficek@pg.edu.pl)
/S /URI
>>
>>
endobj
25 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [276.148 443.364 358.328 450.43]
/A <<
/URI (mailto:maciej.wrobel@pg.edu.pl)
/S /URI
>>
>>
endobj
26 0 obj
<<
/Subtype /Link
/Border [0 0 0]
/Type /Annot
/C [0 1 1]
/Rect [53.575 433.994 118.906 441.06]
/A <<
/URI (mailto:malszcze@pg.edu.pl)
/S /URI
>>
>>
endobj
27 0 obj
<<
/Font <<
/F5 74 0 R
/F3 75 0 R
/F16 76 0 R
/F2 77 0 R
/F15 78 0 R
/F1 79 0 R
/F10 80 0 R
>>
/ProcSet [/PDF /Text /ImageC /ImageB /ImageI]
/XObject <<
/Fm3 81 0 R
/Fm2 82 0 R
/Fm1 83 0 R
/Im4 84 0 R
>>
>>
endobj
28 0 obj
<<
/Length 33
>>
stream
q
360 0 0 28 55 630 cm
/Im4 Do
Q
endstream
endobj
29 0 obj
<<
/Filter /FlateDecode
/Length 3520
>>
stream
xks6
}jNBܗsmSw:4H)R%.vAR4mpIb=u&g>'gi$dof_^Ϟ<g0YTHD0-~^k*1_ Ŭa{Wsz\^/|j,~#O25kD.hqejUh_'
?\> p΄ϖ
LN=t8i5}i,+VQOoYH_dٛ@1,Zd(tp~fR勹H:gT^]}kVsxWsz篮X+rd?B)v$.̕FS/^O"(:aAyvudOOPP$t?Tbczΰv%VE&@ϐ
A*[PRѾ&iPKD*D@Y@F݉P !E?I/x.VUGk/ߐQ}w} x"///u^]%p3%Feٍ
a{J<{vw`GPe1