Page - 165 - in Document Image Processing

J. Imaging 2018,4, 39 Table12.ClassificationresultsaftercombinationusingDStheoryforHOGandMLGfeatures. Class Class A B C D E F G H I J K L A 511 2 4 12 5 1 19 19 12 0 8 7 B 6 573 0 5 2 0 0 0 0 0 5 9 C 1 0 590 0 1 1 0 5 2 0 0 0 D 4 4 0 580 0 0 1 0 2 0 4 5 E 3 1 1 6 540 6 0 1 0 0 3 39 F 7 0 5 0 18 549 1 18 0 2 0 0 G 7 1 7 5 2 0 530 21 11 1 13 2 H 10 0 10 6 8 13 4 524 11 5 7 2 I 26 1 2 4 0 0 17 11 535 0 4 0 J 0 0 3 0 5 0 0 9 0 580 0 3 K 22 3 4 11 3 1 15 11 3 2 522 3 L 3 1 19 8 12 4 1 2 2 6 3 539 Table13.ClassificationresultsaftercombinationusingDStheoryforElliptical,HOGandMLGfeatures. Class Class A B C D E F G H I J K L A 548 1 5 7 3 1 12 5 12 0 2 4 B 4 584 0 5 0 0 0 0 0 0 1 6 C 0 0 598 0 0 0 0 1 1 0 0 0 D 5 2 0 592 0 0 0 0 0 0 0 1 E 0 1 0 5 548 22 0 3 1 2 3 15 F 10 1 2 0 5 572 1 6 0 1 0 2 G 10 0 3 3 3 0 556 9 7 1 8 0 H 8 0 4 0 2 8 0 568 4 1 4 1 I 17 1 1 2 0 0 12 3 561 0 3 0 J 0 0 0 0 1 0 0 2 0 597 0 0 K 6 0 1 2 0 2 7 0 0 0 582 0 L 2 1 5 4 2 0 2 0 0 3 1 580 Table14.Classificationresultsusing3-NNsecondaryclassifier. Class Class A B C D E F G H I J K L A 573 1 3 5 0 0 8 5 3 0 1 1 B 1 597 0 2 0 0 0 0 0 0 0 0 C 1 0 598 0 0 0 0 0 1 0 0 0 D 1 2 0 595 0 0 0 0 0 0 0 2 E 0 0 0 0 599 1 0 0 0 0 0 0 F 0 0 0 0 4 590 0 5 0 0 0 1 G 7 1 5 3 0 0 571 1 5 1 6 0 H 2 0 0 0 0 9 1 585 1 0 2 0 I 11 0 2 0 0 0 0 0 586 0 1 0 J 0 0 0 0 0 0 0 2 0 598 0 0 K 1 0 0 0 1 0 4 0 0 0 594 0 L 1 0 3 0 1 1 0 1 0 1 0 592 165