Pattern Recognition and Image Preprocessing

Front Cover
Sing T. Bow
CRC Press, Jan 11, 2002 - Technology & Engineering - 720 pages
0 Reviews
Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection, novel computer system architectures, proven algorithms for solutions to common roadblocks in data processing, computing models including the Hamming net, the Kohonen self-organizing map, and the Hopfield net, detailed appendices with data sets illustrating key concepts in the text, and more.
 

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Contents

III
3
IV
5
V
8
VI
16
VII
23
VIII
29
IX
33
X
34
LXIV
303
LXV
333
LXVI
336
LXVII
343
LXVIII
352
LXIX
357
LXX
363
LXXI
374

XI
38
XII
42
XIII
49
XIV
52
XV
57
XVI
59
XVII
62
XVIII
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XIX
72
XX
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XXI
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XXIII
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XXIV
82
XXVI
83
XXVII
93
XXVIII
102
XXIX
112
XXX
117
XXXI
129
XXXII
145
XXXIII
146
XXXIV
161
XXXV
164
XXXVII
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XXXVIII
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XXXIX
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XL
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XLI
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XLII
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XLIII
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XLIV
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XLV
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XLVIII
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XLIX
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L
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LI
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LII
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LIII
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LIV
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LV
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LVI
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LVII
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LVIII
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LIX
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LX
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LXI
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LXII
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LXIII
298
LXXIII
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LXXIV
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LXXV
380
LXXVI
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LXXVII
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LXXVIII
392
LXXIX
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LXXX
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LXXXI
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LXXXII
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LXXXIII
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LXXXIV
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LXXXV
437
LXXXVI
454
LXXXVII
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LXXXVIII
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LXXXIX
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XC
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XCI
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XCII
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XCIII
496
XCIV
509
XCV
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XCVI
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XCVII
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XCVIII
545
XCIX
551
C
561
CI
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CII
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CIII
566
CV
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CVI
579
CVII
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CVIII
584
CIX
586
CX
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CXI
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CXII
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CXIII
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CXIV
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CXV
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CXVI
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CXVII
615
CXVIII
617
CXIX
621
CXX
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CXXI
645
CXXII
691
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