id sid tid token lemma pos 7h149p3109q 1 1 the the DET 7h149p3109q 1 2 accuracy accuracy NOUN 7h149p3109q 1 3 of of ADP 7h149p3109q 1 4 a a DET 7h149p3109q 1 5 biometrics biometric NOUN 7h149p3109q 1 6 system system NOUN 7h149p3109q 1 7 increases increase VERB 7h149p3109q 1 8 with with ADP 7h149p3109q 1 9 the the DET 7h149p3109q 1 10 quality quality NOUN 7h149p3109q 1 11 of of ADP 7h149p3109q 1 12 the the DET 7h149p3109q 1 13 sample sample NOUN 7h149p3109q 1 14 used use VERB 7h149p3109q 1 15 for for ADP 7h149p3109q 1 16 identification identification NOUN 7h149p3109q 1 17 . . PUNCT 7h149p3109q 2 1 all all DET 7h149p3109q 2 2 current current ADJ 7h149p3109q 2 3 iris iris PROPN 7h149p3109q 2 4 biometrics biometric NOUN 7h149p3109q 2 5 systems system NOUN 7h149p3109q 2 6 capture capture VERB 7h149p3109q 2 7 multiple multiple ADJ 7h149p3109q 2 8 samples sample NOUN 7h149p3109q 2 9 that that PRON 7h149p3109q 2 10 must must AUX 7h149p3109q 2 11 be be AUX 7h149p3109q 2 12 processed process VERB 7h149p3109q 2 13 to to PART 7h149p3109q 2 14 identify identify VERB 7h149p3109q 2 15 a a DET 7h149p3109q 2 16 single single ADJ 7h149p3109q 2 17 , , PUNCT 7h149p3109q 2 18 ideal ideal ADJ 7h149p3109q 2 19 image image NOUN 7h149p3109q 2 20 to to PART 7h149p3109q 2 21 be be AUX 7h149p3109q 2 22 used use VERB 7h149p3109q 2 23 for for ADP 7h149p3109q 2 24 identification identification NOUN 7h149p3109q 2 25 . . PUNCT 7h149p3109q 3 1 many many ADJ 7h149p3109q 3 2 metrics metric NOUN 7h149p3109q 3 3 exist exist VERB 7h149p3109q 3 4 to to PART 7h149p3109q 3 5 evaluate evaluate VERB 7h149p3109q 3 6 the the DET 7h149p3109q 3 7 quality quality NOUN 7h149p3109q 3 8 of of ADP 7h149p3109q 3 9 an an DET 7h149p3109q 3 10 iris iris ADJ 7h149p3109q 3 11 image image NOUN 7h149p3109q 3 12 . . PUNCT 7h149p3109q 4 1 this this DET 7h149p3109q 4 2 thesis thesis NOUN 7h149p3109q 4 3 evaluates evaluate VERB 7h149p3109q 4 4 current current ADJ 7h149p3109q 4 5 metrics metric NOUN 7h149p3109q 4 6 and and CCONJ 7h149p3109q 4 7 introduces introduce VERB 7h149p3109q 4 8 a a DET 7h149p3109q 4 9 method method NOUN 7h149p3109q 4 10 for for ADP 7h149p3109q 4 11 determining determine VERB 7h149p3109q 4 12 the the DET 7h149p3109q 4 13 ideal ideal ADJ 7h149p3109q 4 14 iris iris PROPN 7h149p3109q 4 15 image image NOUN 7h149p3109q 4 16 from from ADP 7h149p3109q 4 17 a a DET 7h149p3109q 4 18 set set NOUN 7h149p3109q 4 19 of of ADP 7h149p3109q 4 20 iris iris NOUN 7h149p3109q 4 21 images image NOUN 7h149p3109q 4 22 by by ADP 7h149p3109q 4 23 using use VERB 7h149p3109q 4 24 the the DET 7h149p3109q 4 25 mean mean ADJ 7h149p3109q 4 26 self self NOUN 7h149p3109q 4 27 - - PUNCT 7h149p3109q 4 28 match match NOUN 7h149p3109q 4 29 algorithm algorithm NOUN 7h149p3109q 4 30 to to PART 7h149p3109q 4 31 examine examine VERB 7h149p3109q 4 32 the the DET 7h149p3109q 4 33 set set NOUN 7h149p3109q 4 34 of of ADP 7h149p3109q 4 35 true true ADJ 7h149p3109q 4 36 matches match NOUN 7h149p3109q 4 37 . . PUNCT 7h149p3109q 5 1 this this DET 7h149p3109q 5 2 proposed propose VERB 7h149p3109q 5 3 method method NOUN 7h149p3109q 5 4 is be AUX 7h149p3109q 5 5 shown show VERB 7h149p3109q 5 6 to to PART 7h149p3109q 5 7 outperform outperform VERB 7h149p3109q 5 8 other other ADJ 7h149p3109q 5 9 methods method NOUN 7h149p3109q 5 10 currently currently ADV 7h149p3109q 5 11 used use VERB 7h149p3109q 5 12 for for ADP 7h149p3109q 5 13 selecting select VERB 7h149p3109q 5 14 an an DET 7h149p3109q 5 15 ideal ideal ADJ 7h149p3109q 5 16 image image NOUN 7h149p3109q 5 17 from from ADP 7h149p3109q 5 18 a a DET 7h149p3109q 5 19 set set NOUN 7h149p3109q 5 20 of of ADP 7h149p3109q 5 21 iris iris NOUN 7h149p3109q 5 22 images image NOUN 7h149p3109q 5 23 . . PUNCT 7h149p3109q 6 1 the the DET 7h149p3109q 6 2 application application NOUN 7h149p3109q 6 3 of of ADP 7h149p3109q 6 4 this this DET 7h149p3109q 6 5 method method NOUN 7h149p3109q 6 6 to to PART 7h149p3109q 6 7 face face VERB 7h149p3109q 6 8 biometrics biometric NOUN 7h149p3109q 6 9 is be AUX 7h149p3109q 6 10 also also ADV 7h149p3109q 6 11 examined examine VERB 7h149p3109q 6 12 . . PUNCT