id sid tid token lemma pos gb19f47771q 1 1 perturbations perturbation NOUN gb19f47771q 1 2 of of ADP gb19f47771q 1 3 software software NOUN gb19f47771q 1 4 provided provide VERB gb19f47771q 1 5 circular circular ADJ gb19f47771q 1 6 segmentations segmentation NOUN gb19f47771q 1 7 are be AUX gb19f47771q 1 8 used use VERB gb19f47771q 1 9 to to PART gb19f47771q 1 10 generatemultiple generatemultiple VERB gb19f47771q 1 11 probe probe NOUN gb19f47771q 1 12 templates template NOUN gb19f47771q 1 13 from from ADP gb19f47771q 1 14 a a DET gb19f47771q 1 15 single single ADJ gb19f47771q 1 16 image image NOUN gb19f47771q 1 17 . . PUNCT gb19f47771q 2 1 the the DET gb19f47771q 2 2 multiple multiple ADJ gb19f47771q 2 3 probes probe NOUN gb19f47771q 2 4 are be AUX gb19f47771q 2 5 matchedagainst matchedagainst VERB gb19f47771q 2 6 a a DET gb19f47771q 2 7 gallery gallery NOUN gb19f47771q 2 8 in in SCONJ gb19f47771q 2 9 order order NOUN gb19f47771q 2 10 to to PART gb19f47771q 2 11 improve improve VERB gb19f47771q 2 12 the the DET gb19f47771q 2 13 verification verification NOUN gb19f47771q 2 14 rate rate NOUN gb19f47771q 2 15 of of ADP gb19f47771q 2 16 the the DET gb19f47771q 2 17 original original ADJ gb19f47771q 2 18 algorithm.using algorithm.use VERB gb19f47771q 2 19 too too ADV gb19f47771q 2 20 many many ADJ gb19f47771q 2 21 of of ADP gb19f47771q 2 22 the the DET gb19f47771q 2 23 generated generate VERB gb19f47771q 2 24 probes probe NOUN gb19f47771q 2 25 will will AUX gb19f47771q 2 26 result result VERB gb19f47771q 2 27 in in ADP gb19f47771q 2 28 greatly greatly ADV gb19f47771q 2 29 increased increase VERB gb19f47771q 2 30 runningtimes runningtime NOUN gb19f47771q 2 31 . . PUNCT gb19f47771q 3 1 as as ADP gb19f47771q 3 2 a a DET gb19f47771q 3 3 result result NOUN gb19f47771q 3 4 , , PUNCT gb19f47771q 3 5 various various ADJ gb19f47771q 3 6 methods method NOUN gb19f47771q 3 7 of of ADP gb19f47771q 3 8 finding find VERB gb19f47771q 3 9 and and CCONJ gb19f47771q 3 10 selecting select VERB gb19f47771q 3 11 perturbations perturbation NOUN gb19f47771q 3 12 to to AUX gb19f47771q 3 13 beused beuse VERB gb19f47771q 3 14 are be AUX gb19f47771q 3 15 empirically empirically ADV gb19f47771q 3 16 examined examine VERB gb19f47771q 3 17 . . PUNCT gb19f47771q 4 1 using use VERB gb19f47771q 4 2 roc roc PROPN gb19f47771q 4 3 analysis analysis NOUN gb19f47771q 4 4 of of ADP gb19f47771q 4 5 the the DET gb19f47771q 4 6 true true ADJ gb19f47771q 4 7 accept accept NOUN gb19f47771q 4 8 rate rate NOUN gb19f47771q 4 9 ( ( PUNCT gb19f47771q 4 10 tar)at tar)at VERB gb19f47771q 4 11 a a DET gb19f47771q 4 12 given give VERB gb19f47771q 4 13 false false ADJ gb19f47771q 4 14 accept accept NOUN gb19f47771q 4 15 rate rate NOUN gb19f47771q 4 16 of of ADP gb19f47771q 4 17 0.001 0.001 NUM gb19f47771q 4 18 , , PUNCT gb19f47771q 4 19 many many ADJ gb19f47771q 4 20 methods method NOUN gb19f47771q 4 21 are be AUX gb19f47771q 4 22 discovered discover VERB gb19f47771q 4 23 that that SCONJ gb19f47771q 4 24 performmuch performmuch PROPN gb19f47771q 4 25 better well ADV gb19f47771q 4 26 than than ADP gb19f47771q 4 27 the the DET gb19f47771q 4 28 original original ADJ gb19f47771q 4 29 algorithm algorithm NOUN gb19f47771q 4 30 , , PUNCT gb19f47771q 4 31 approximate approximate VERB gb19f47771q 4 32 the the DET gb19f47771q 4 33 performance performance NOUN gb19f47771q 4 34 of of ADP gb19f47771q 4 35 usingevery usingevery ADJ gb19f47771q 4 36 perturbation perturbation NOUN gb19f47771q 4 37 to to ADP gb19f47771q 4 38 less less ADJ gb19f47771q 4 39 than than ADP gb19f47771q 4 40 0.2 0.2 NUM gb19f47771q 4 41 % % NOUN gb19f47771q 4 42 , , PUNCT gb19f47771q 4 43 and and CCONJ gb19f47771q 4 44 require require VERB gb19f47771q 4 45 between between ADP gb19f47771q 4 46 500 500 NUM gb19f47771q 4 47 to to PART gb19f47771q 4 48 1000 1000 NUM gb19f47771q 4 49 times time NOUN gb19f47771q 4 50 lesstime lesstime ADJ gb19f47771q 4 51 to to PART gb19f47771q 4 52 verify verify VERB gb19f47771q 4 53 a a DET gb19f47771q 4 54 single single ADJ gb19f47771q 4 55 image image NOUN gb19f47771q 4 56 . . PUNCT