id sid tid token lemma pos 9z902z1300c 1 1 face face NOUN 9z902z1300c 1 2 detection detection NOUN 9z902z1300c 1 3 is be AUX 9z902z1300c 1 4 the the DET 9z902z1300c 1 5 first first ADJ 9z902z1300c 1 6 step step NOUN 9z902z1300c 1 7 in in ADP 9z902z1300c 1 8 an an DET 9z902z1300c 1 9 automated automate VERB 9z902z1300c 1 10 system system NOUN 9z902z1300c 1 11 that that PRON 9z902z1300c 1 12 identifies identify VERB 9z902z1300c 1 13 individuals individual NOUN 9z902z1300c 1 14 based base VERB 9z902z1300c 1 15 on on ADP 9z902z1300c 1 16 their their PRON 9z902z1300c 1 17 face face NOUN 9z902z1300c 1 18 's 's PART 9z902z1300c 1 19 appearance appearance NOUN 9z902z1300c 1 20 . . PUNCT 9z902z1300c 2 1 detection detection NOUN 9z902z1300c 2 2 is be AUX 9z902z1300c 2 3 not not PART 9z902z1300c 2 4 trivial trivial ADJ 9z902z1300c 2 5 because because SCONJ 9z902z1300c 2 6 the the DET 9z902z1300c 2 7 face face NOUN 9z902z1300c 2 8 is be AUX 9z902z1300c 2 9 a a DET 9z902z1300c 2 10 non non ADJ 9z902z1300c 2 11 - - ADJ 9z902z1300c 2 12 rigid rigid ADJ 9z902z1300c 2 13 object object NOUN 9z902z1300c 2 14 that that PRON 9z902z1300c 2 15 varies vary VERB 9z902z1300c 2 16 in in ADP 9z902z1300c 2 17 position position NOUN 9z902z1300c 2 18 , , PUNCT 9z902z1300c 2 19 rotation rotation NOUN 9z902z1300c 2 20 and and CCONJ 9z902z1300c 2 21 size size NOUN 9z902z1300c 2 22 . . PUNCT 9z902z1300c 3 1 the the DET 9z902z1300c 3 2 face face NOUN 9z902z1300c 3 3 's 's PART 9z902z1300c 3 4 appearance appearance NOUN 9z902z1300c 3 5 can can AUX 9z902z1300c 3 6 be be AUX 9z902z1300c 3 7 altered alter VERB 9z902z1300c 3 8 by by ADP 9z902z1300c 3 9 variations variation NOUN 9z902z1300c 3 10 in in ADP 9z902z1300c 3 11 expression expression NOUN 9z902z1300c 3 12 , , PUNCT 9z902z1300c 3 13 skin skin NOUN 9z902z1300c 3 14 tone tone NOUN 9z902z1300c 3 15 and and CCONJ 9z902z1300c 3 16 lighting lighting NOUN 9z902z1300c 3 17 . . PUNCT 9z902z1300c 4 1 this this DET 9z902z1300c 4 2 thesis thesis NOUN 9z902z1300c 4 3 evaluates evaluate VERB 9z902z1300c 4 4 popular popular ADJ 9z902z1300c 4 5 detectors detector NOUN 9z902z1300c 4 6 on on ADP 9z902z1300c 4 7 imagery imagery NOUN 9z902z1300c 4 8 with with ADP 9z902z1300c 4 9 known known ADJ 9z902z1300c 4 10 conditions condition NOUN 9z902z1300c 4 11 . . PUNCT 9z902z1300c 5 1 it it PRON 9z902z1300c 5 2 shows show VERB 9z902z1300c 5 3 that that SCONJ 9z902z1300c 5 4 the the DET 9z902z1300c 5 5 bayesian bayesian ADJ 9z902z1300c 5 6 classifier classifier PROPN 9z902z1300c 5 7 is be AUX 9z902z1300c 5 8 preferred prefer VERB 9z902z1300c 5 9 under under ADP 9z902z1300c 5 10 structured structured ADJ 9z902z1300c 5 11 lighting lighting NOUN 9z902z1300c 5 12 conditions condition NOUN 9z902z1300c 5 13 and and CCONJ 9z902z1300c 5 14 the the DET 9z902z1300c 5 15 cascade cascade NOUN 9z902z1300c 5 16 classifier classifier NOUN 9z902z1300c 5 17 is be AUX 9z902z1300c 5 18 preferred prefer VERB 9z902z1300c 5 19 under under ADP 9z902z1300c 5 20 unstructured unstructured ADJ 9z902z1300c 5 21 lighting lighting NOUN 9z902z1300c 5 22 conditions condition NOUN 9z902z1300c 5 23 . . PUNCT 9z902z1300c 6 1 finally finally ADV 9z902z1300c 6 2 , , PUNCT 9z902z1300c 6 3 the the DET 9z902z1300c 6 4 lessons lesson NOUN 9z902z1300c 6 5 learned learn VERB 9z902z1300c 6 6 from from ADP 9z902z1300c 6 7 detecting detect VERB 9z902z1300c 6 8 in in ADP 9z902z1300c 6 9 unstructured unstructured ADJ 9z902z1300c 6 10 light light NOUN 9z902z1300c 6 11 are be AUX 9z902z1300c 6 12 applied apply VERB 9z902z1300c 6 13 to to PART 9z902z1300c 6 14 detect detect VERB 9z902z1300c 6 15 drivers driver NOUN 9z902z1300c 6 16 as as SCONJ 9z902z1300c 6 17 they they PRON 9z902z1300c 6 18 pass pass VERB 9z902z1300c 6 19 a a DET 9z902z1300c 6 20 security security NOUN 9z902z1300c 6 21 checkpoint checkpoint NOUN 9z902z1300c 6 22 . . PUNCT 9z902z1300c 7 1 a a DET 9z902z1300c 7 2 drive drive VERB 9z902z1300c 7 3 - - PUNCT 9z902z1300c 7 4 by by ADP 9z902z1300c 7 5 detection detection NOUN 9z902z1300c 7 6 system system NOUN 9z902z1300c 7 7 in in ADP 9z902z1300c 7 8 unique unique ADJ 9z902z1300c 7 9 because because SCONJ 9z902z1300c 7 10 the the DET 9z902z1300c 7 11 driver driver NOUN 9z902z1300c 7 12 's 's PART 9z902z1300c 7 13 side side NOUN 9z902z1300c 7 14 window window NOUN 9z902z1300c 7 15 and and CCONJ 9z902z1300c 7 16 outdoor outdoor ADJ 9z902z1300c 7 17 conditions condition NOUN 9z902z1300c 7 18 pose pose VERB 9z902z1300c 7 19 possible possible ADJ 9z902z1300c 7 20 problems problem NOUN 9z902z1300c 7 21 . . PUNCT 9z902z1300c 8 1 a a DET 9z902z1300c 8 2 multi multi ADJ 9z902z1300c 8 3 - - ADJ 9z902z1300c 8 4 biometric biometric ADJ 9z902z1300c 8 5 detector detector NOUN 9z902z1300c 8 6 that that PRON 9z902z1300c 8 7 uses use VERB 9z902z1300c 8 8 ears ear NOUN 9z902z1300c 8 9 and and CCONJ 9z902z1300c 8 10 profile profile NOUN 9z902z1300c 8 11 faces face VERB 9z902z1300c 8 12 to to PART 9z902z1300c 8 13 detect detect VERB 9z902z1300c 8 14 drivers driver NOUN 9z902z1300c 8 15 is be AUX 9z902z1300c 8 16 shown show VERB 9z902z1300c 8 17 to to PART 9z902z1300c 8 18 work work VERB 9z902z1300c 8 19 better well ADV 9z902z1300c 8 20 than than ADP 9z902z1300c 8 21 a a DET 9z902z1300c 8 22 simple simple ADJ 9z902z1300c 8 23 , , PUNCT 9z902z1300c 8 24 single single ADJ 9z902z1300c 8 25 - - PUNCT 9z902z1300c 8 26 site site NOUN 9z902z1300c 8 27 detector detector NOUN 9z902z1300c 8 28 . . PUNCT