id sid tid token lemma pos d791sf28d1c 1 1 estimating estimate VERB d791sf28d1c 1 2 the the DET d791sf28d1c 1 3 extent extent NOUN d791sf28d1c 1 4 of of ADP d791sf28d1c 1 5 damage damage NOUN d791sf28d1c 1 6 caused cause VERB d791sf28d1c 1 7 by by ADP d791sf28d1c 1 8 natural natural ADJ d791sf28d1c 1 9 disasters disaster NOUN d791sf28d1c 1 10 is be AUX d791sf28d1c 1 11 necessary necessary ADJ d791sf28d1c 1 12 for for ADP d791sf28d1c 1 13 implementing implement VERB d791sf28d1c 1 14 effective effective ADJ d791sf28d1c 1 15 recovery recovery NOUN d791sf28d1c 1 16 measures measure NOUN d791sf28d1c 1 17 . . PUNCT d791sf28d1c 2 1 damage damage NOUN d791sf28d1c 2 2 detection detection NOUN d791sf28d1c 2 3 from from ADP d791sf28d1c 2 4 high high ADJ d791sf28d1c 2 5 - - PUNCT d791sf28d1c 2 6 resolution resolution NOUN d791sf28d1c 2 7 satellite satellite NOUN d791sf28d1c 2 8 or or CCONJ d791sf28d1c 2 9 aerial aerial ADJ d791sf28d1c 2 10 imagery imagery NOUN d791sf28d1c 2 11 for for ADP d791sf28d1c 2 12 post post ADJ d791sf28d1c 2 13 - - ADJ d791sf28d1c 2 14 disaster disaster ADJ d791sf28d1c 2 15 analysis analysis NOUN d791sf28d1c 2 16 has have AUX d791sf28d1c 2 17 been be AUX d791sf28d1c 2 18 a a DET d791sf28d1c 2 19 major major ADJ d791sf28d1c 2 20 research research NOUN d791sf28d1c 2 21 effort effort NOUN d791sf28d1c 2 22 in in ADP d791sf28d1c 2 23 the the DET d791sf28d1c 2 24 past past ADJ d791sf28d1c 2 25 decade decade NOUN d791sf28d1c 2 26 . . PUNCT d791sf28d1c 3 1 a a DET d791sf28d1c 3 2 careful careful ADJ d791sf28d1c 3 3 analysis analysis NOUN d791sf28d1c 3 4 of of ADP d791sf28d1c 3 5 images image NOUN d791sf28d1c 3 6 from from ADP d791sf28d1c 3 7 before before ADP d791sf28d1c 3 8 and and CCONJ d791sf28d1c 3 9 after after SCONJ d791sf28d1c 3 10 an an DET d791sf28d1c 3 11 event event NOUN d791sf28d1c 3 12 facilitates facilitate VERB d791sf28d1c 3 13 rapid rapid ADJ d791sf28d1c 3 14 detection detection NOUN d791sf28d1c 3 15 and and CCONJ d791sf28d1c 3 16 assessment assessment NOUN d791sf28d1c 3 17 of of ADP d791sf28d1c 3 18 building building NOUN d791sf28d1c 3 19 damage damage NOUN d791sf28d1c 3 20 . . PUNCT d791sf28d1c 4 1 this this DET d791sf28d1c 4 2 work work NOUN d791sf28d1c 4 3 presents present VERB d791sf28d1c 4 4 a a DET d791sf28d1c 4 5 first first ADJ d791sf28d1c 4 6 - - PUNCT d791sf28d1c 4 7 of of ADP d791sf28d1c 4 8 - - PUNCT d791sf28d1c 4 9 its its PRON d791sf28d1c 4 10 - - PUNCT d791sf28d1c 4 11 kind kind NOUN d791sf28d1c 4 12 system system NOUN d791sf28d1c 4 13 for for ADP d791sf28d1c 4 14 automatic automatic ADJ d791sf28d1c 4 15 damage damage NOUN d791sf28d1c 4 16 assessment assessment NOUN d791sf28d1c 4 17 . . PUNCT d791sf28d1c 5 1 the the DET d791sf28d1c 5 2 proposed propose VERB d791sf28d1c 5 3 framework framework NOUN d791sf28d1c 5 4 for for ADP d791sf28d1c 5 5 damage damage NOUN d791sf28d1c 5 6 estimation estimation NOUN d791sf28d1c 5 7 consists consist VERB d791sf28d1c 5 8 of of ADP d791sf28d1c 5 9 three three NUM d791sf28d1c 5 10 steps step NOUN d791sf28d1c 5 11 . . PUNCT d791sf28d1c 6 1 first first ADV d791sf28d1c 6 2 the the DET d791sf28d1c 6 3 pre pre NOUN d791sf28d1c 6 4 - - NOUN d791sf28d1c 6 5 event event NOUN d791sf28d1c 6 6 and and CCONJ d791sf28d1c 6 7 post post ADJ d791sf28d1c 6 8 - - ADJ d791sf28d1c 6 9 event event NOUN d791sf28d1c 6 10 images image NOUN d791sf28d1c 6 11 are be AUX d791sf28d1c 6 12 registered register VERB d791sf28d1c 6 13 automatically automatically ADV d791sf28d1c 6 14 . . PUNCT d791sf28d1c 7 1 a a DET d791sf28d1c 7 2 surf surf NOUN d791sf28d1c 7 3 - - PUNCT d791sf28d1c 7 4 based base VERB d791sf28d1c 7 5 feature feature NOUN d791sf28d1c 7 6 extraction extraction NOUN d791sf28d1c 7 7 and and CCONJ d791sf28d1c 7 8 matching matching NOUN d791sf28d1c 7 9 technique technique NOUN d791sf28d1c 7 10 is be AUX d791sf28d1c 7 11 used use VERB d791sf28d1c 7 12 for for ADP d791sf28d1c 7 13 automatic automatic ADJ d791sf28d1c 7 14 image image NOUN d791sf28d1c 7 15 registration registration NOUN d791sf28d1c 7 16 . . PUNCT d791sf28d1c 8 1 next next ADV d791sf28d1c 8 2 , , PUNCT d791sf28d1c 8 3 the the DET d791sf28d1c 8 4 objects object NOUN d791sf28d1c 8 5 of of ADP d791sf28d1c 8 6 interests interest NOUN d791sf28d1c 8 7 such such ADJ d791sf28d1c 8 8 as as ADP d791sf28d1c 8 9 buildings building NOUN d791sf28d1c 8 10 are be AUX d791sf28d1c 8 11 extracted extract VERB d791sf28d1c 8 12 from from ADP d791sf28d1c 8 13 pre pre ADJ d791sf28d1c 8 14 - - ADJ d791sf28d1c 8 15 storm storm ADJ d791sf28d1c 8 16 images image NOUN d791sf28d1c 8 17 . . PUNCT d791sf28d1c 9 1 a a DET d791sf28d1c 9 2 novel novel ADJ d791sf28d1c 9 3 robust robust ADJ d791sf28d1c 9 4 algorithm algorithm NOUN d791sf28d1c 9 5 for for ADP d791sf28d1c 9 6 building building NOUN d791sf28d1c 9 7 detection detection NOUN d791sf28d1c 9 8 is be AUX d791sf28d1c 9 9 proposed propose VERB d791sf28d1c 9 10 and and CCONJ d791sf28d1c 9 11 evaluated evaluate VERB d791sf28d1c 9 12 . . PUNCT d791sf28d1c 10 1 lastly lastly ADV d791sf28d1c 10 2 , , PUNCT d791sf28d1c 10 3 change change NOUN d791sf28d1c 10 4 detection detection NOUN d791sf28d1c 10 5 is be AUX d791sf28d1c 10 6 performed perform VERB d791sf28d1c 10 7 and and CCONJ d791sf28d1c 10 8 damage damage NOUN d791sf28d1c 10 9 is be AUX d791sf28d1c 10 10 classified classify VERB d791sf28d1c 10 11 using use VERB d791sf28d1c 10 12 supervised supervise VERB d791sf28d1c 10 13 learning learning NOUN d791sf28d1c 10 14 algorithms algorithm NOUN d791sf28d1c 10 15 . . PUNCT d791sf28d1c 11 1 relevant relevant ADJ d791sf28d1c 11 2 features feature NOUN d791sf28d1c 11 3 that that PRON d791sf28d1c 11 4 reflect reflect VERB d791sf28d1c 11 5 the the DET d791sf28d1c 11 6 spectral spectral ADJ d791sf28d1c 11 7 properties property NOUN d791sf28d1c 11 8 of of ADP d791sf28d1c 11 9 damaged damaged ADJ d791sf28d1c 11 10 buildings building NOUN d791sf28d1c 11 11 are be AUX d791sf28d1c 11 12 identified identify VERB d791sf28d1c 11 13 and and CCONJ d791sf28d1c 11 14 used use VERB d791sf28d1c 11 15 to to PART d791sf28d1c 11 16 classify classify VERB d791sf28d1c 11 17 the the DET d791sf28d1c 11 18 damage damage NOUN d791sf28d1c 11 19 level level NOUN d791sf28d1c 11 20 into into ADP d791sf28d1c 11 21 various various ADJ d791sf28d1c 11 22 states state NOUN d791sf28d1c 11 23 . . PUNCT