WWW.DISSERS.RU


...
    !

Pages:     | 1 || 3 | 4 |   ...   | 7 |

etalonuri simboloebis gamosaxulebebi miewodeba receptorebis matricas da inaxeba (mb)-Si. rac ufro maRalia receptorebis matricis garCeviTunarianoba da egzemplarebis raodenoba, miT ufro naklebi gaCndeba Secdomebi, romlebic dakavSirebulia simboloebis metamorfozul msgavsebasTan da miT ufro zustad SeiZleba gamovlindes kanonzomierebebi da identificirebuli iqnas niSnebi rekognaciuli modelis agebisTvis. am naSromSi dasmuli iyo amocnobis miRwevis amocana, rodesac etalonuri egzemplarebis raodenoba da receptorebis matricis garCeviTunarianoba reducirebulia amocnobis defeqtianobis danakargis gareSe. amitom iyo arCeuli optimaluri matrica 12x16 garCeviTunarianobiT da (mb)-s warmomadgenlebis yvela cifris, laTinuri da qarTuli asoebis nakrebidan yoveli simbolosTvis ormoc ormoci egzemplaris nakrebi.

W d .

nax. 2 receftorebis matrica. nax. 3 Semoyvanili simboloebis magaliTebi.

Mmiuxedavad identifikaciis pirobebis gamkacrebisa, agebulma modelma gviCvena obieqtebis amocnobis maRali Sedegebi (xnq)-s kargad agebuli sqemis wyalobiT. nax. 2-ze moyvanilia 34 wertiliT receptoruli velis Sevsebis magaliTi, ris Sedegadac miiReba cifri Svidis grafikul-cifruli gamosaxuleba. zogierTi nebismieri (mb)-s asoebis da cifrebis gamosaxulebaTa fragmentebi moyvanilia nax.3-ze. gamosaxulebis dekodireba grafikuli formatis failidan, romelic Semosulia programis Sesasvlelze da misi matricul formaSi transformireba Semdgomi amocnobisTvis. simbolos gamosaxuleba inaxeba grafikul failSi, (BMP) failis agebis formatis gamoyenebiT. (BMP) formatis saTauri inaxavs informacias struqturis, zomis, feris siRrmis, kompresiis tipis, sibrtyeebis raodenobis, siganis, simaRlis, rezervirebuli mindvrebis da sxv. Sesaxeb.

TviT gamosaxuleba iwyeba kodiani blokiT 118 indeqsiT (HEX) formatSi (nax. 4). FF kodi failis Sifris sxeulis SigniT gansazRvravs TeTr SeuRebav wertils, 00 ki Savs. Ggamosaxulebis mqone faili Seicavs agreTve striqonebs Soris gasayof blokebs da dajavSnuli simboloebis faziT gadaweulia, inaxeba gadabrunebuli transponirebuli formiT (Cawerilia striqonebiT marcxnidan marjvniv da qvemodan zemoT). programaSi warmatebiT iyo realizebuli moduli, romelic axorcielebs grafikuli gamosaxulebis dekodirebas (BMP)-s failidan organzomielebian normalizebul masivSi 0 da 1.

nax. 4 gamosaxulebis gardaqmna grafikulidan cifrul cxrilur 2D masivSi.

yovel 69 gamosakvlev simbolosTvis (cifri da aso) iyo agebuli ori cxrili, romelic dasaxelda wertilovani wonebis da wertilovani albaTobebis jamur matricebad; isini Seyvanili etalonebis wertilovani wonebis da wertilovani albaTobebis Sesabamis jamur mniSvnelobas Seicaven. faqtobrad wertilovani wonebis jamuri matrica (nax. 5) warmoadgens yvela simboluri prototipebis matricis dasmas erT generirebad matricaze, ris Sedegadac masze gamoisaxeba simbolos gamosaxuleba mniSvneloebis cxrlis velze gradienturi SeRebvis daprogramebuli gamovlenisas, Tu wertilovani wonebis mniSvneloba gadaametebs garkveul zRvrul mniSvnelobebs.

qarTuli anbanis aso a-s magaliTze moyvanilia wertilovani wonebis da wertilovani albaTobebis jamuri matricebi Nnax. 5-ze.

1 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 10 11 1 27 11 2 3 1 0 0 0 0 0 0 0 44 0.68 0.28 0.05 0.08 0.03 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.2 13 14 9 7 1 2 2 0 0 0 0 0 48 0.33 0.35 0.23 0.18 0.03 0.05 0.05 0.00 0.00 0.00 0.00 0.00 1.3 1 15 12 6 10 5 0 2 0 0 0 0 51 0.03 0.38 0.30 0.15 0.25 0.13 0.00 0.05 0.00 0.00 0.00 0.00 1.4 0 2 13 16 9 8 7 3 2 0 0 0 60 0.00 0.05 0.33 0.40 0.23 0.20 0.18 0.08 0.05 0.00 0.00 0.00 1.5 0 0 3 7 13 13 10 8 7 3 0 0 64 0.00 0.00 0.08 0.18 0.33 0.33 0.25 0.20 0.18 0.08 0.00 0.00 1.6 0 0 0 3 6 9 14 13 8 8 4 0 65 0.00 0.00 0.00 0.08 0.15 0.23 0.35 0.33 0.20 0.20 0.10 0.00 1.7 0 0 0 0 0 3 7 10 14 13 9 4 60 0.00 0.00 0.00 0.00 0.00 0.08 0.18 0.25 0.35 0.33 0.23 0.10 1.8 0 0 0 0 0 0 0 4 9 13 17 13 56 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.23 0.33 0.43 0.33 1.9 0 0 0 0 0 0 0 0 0 4 9 30 43 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.10 0.23 0.75 1.10 2 5 2 0 0 0 0 0 0 0 2 38 49 0.05 0.13 0.05 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.05 0.95 1.11 10 2 1 0 0 0 0 0 0 0 0 40 53 0.25 0.05 0.03 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 1.00 1.12 17 5 1 0 0 0 0 0 0 0 2 38 63 0.43 0.13 0.03 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.05 0.95 1.13 18 12 0 0 0 0 0 0 0 0 6 34 70 0.45 0.30 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.15 0.85 1.14 18 16 3 0 0 0 0 0 1 5 25 12 80 0.45 0.40 0.08 0.00 0.00 0.00 0.00 0.00 0.03 0.13 0.63 0.30 2.15 13 11 18 3 1 0 2 11 19 23 14 2 117 0.33 0.28 0.45 0.08 0.03 0.00 0.05 0.28 0.48 0.58 0.35 0.05 2.16 0 11 20 37 39 40 38 29 20 12 2 0 248 0.00 0.28 0.50 0.93 0.98 1.00 0.95 0.73 0.50 0.30 0.05 0.00 6. 119 104 84 82 80 80 80 80 80 81 90 211 2.98 2.60 2.10 2.05 2.00 2.00 2.00 2.00 2.00 2.03 2.25 5.nax. 5 wertilovani wonebis da wertilovani albaTobebis jamuri matricebi.

Semoyvanilia axali terminebi, romlebic gansazRvravs zondebis ganlagebas vertikalurad da horizontalurad, dasaxelebiT Sesabamisad v-zondi (vertikaluri) daHh-zondi (horizontaluri); agreTve gaTvlilia wonebis jamebi matricis vertikalur da horizontalur Semadgenlebze. gamosaxulebebis aprobaciuli analizisTvis da (sa)Tvis iyo gamoyenebuli axali modificirebuli meTodi, romelSic zondebis standartuli meTodisgan gansxvavebiT gamoyenebulia v/h-zondebis najeri raodenoba 28 zondi, mTlianad dakavebuli receptorebis veliT simboloebis Soris gansxvavebebis damaxasiaTebeli Tvisebebis deteqtirebis gaumjobesebis mizniT,'magram eqsperimentebiT iyo gamovlenili, rom zondebis gajereba identifikaciis procesis gaumjobesebisTvis araarsebiTia, radganac am meTodSi matricis wertilebis zondebaTan gadakveTebis raodenoba gadakveTis pozicias gansazRvravs araerTmniSvnelovnad da, Sedegad, gamocnobadi gamosaxulebis paterni yovelTvis ar iqneba identificirebuli.

SemuSavebul programaSi iyo ganxorcielebuli kvlevadi statistikuri monacemebis MS Excel simravlis cxrilebis avtomaturi datvirTvis procedura da yvela gamosakvlevi klasebis maxasiaTeblebis generaluri (mb)-s CatvirTvis programul danarTSi.

statistikuri da albaTuri kanonzomierebebis analizis procesSi gaTvlili iqna klasis yoveli warmomadgenlis maxasiaTeblebi. gamosaxulebebis maxasiaTeblebis gamovlenisTvis iyo gamokvleuli jamuri gayofili wertilovani albaTobebi, romlebic pirobiT iyo gamoyofili oTx diapazonad [0.00, 0.25], [0.25, 0.50], [0.50, 0.75], [0.75, 1.00] da asociirebuli ferebis palitrasTan dominirebadi da recesiuli albaTobebis vizualuri gamoyofisTvis, rac iZleva yoveli simbolos wertilebis albaTuri ganawilebis jamur vizualur suraTs receptorebis velze.

albaTobebis diapazonebi da wertilebis ferebTan Sesabamisoba:

[0.00, 0.25] TeTri wertilebi recesiuli [0.25, 0.50] Ria ruxi wertilebi [0.50, 0.75] muqi ruxi wertilebi dominirebuli [0.75, 1.00] Savi wertilebi mocemuli amocanis statistikurad gaanalizebuli wertilebis saerTo raodenobam Seadgina 529920 (69 simbolo x 40 (mb)-s etaloni x receptorebis matricis wertilze). (mb)-is yoveli saxis wertilovani albaTobebis matricebis safuZvelze iyo gaTvlili zogadi statistikuri monacenebi (cxrili 1): matricis wonebis jamebi, matricis albaTobebis jamebi, matricis saSualo mniSvneloba, matricis wonebis mediana da agreTve albaTobebis sxvadasxva diapazonebis mqone wertilebis raodenoba.

saxeebis maxasiaTeblebis gamovlenisTvis wertilovani albaTobebis ganawilebis dasabalanseblad damatebiT iyo ganxorcielebuli potencialebis meTodis modifikacia jamuri matricisTvis, pirveli donis wertilovani wonebis interpolaciur gasworebad wodebuli (nax. 6). Ees meTodi iZleva saSualebas Seivsos sicarielebi etalonur moxazulobebs Soris da gamovlindes dominirebuli da moscildes wertilebis recesiuli jgufebi masebis bunebrivi SerCevis gziT. amiT SeiZleba etalonuri (mb)-s mininakrebis safuZvelze avtomaturad miviRoT jamuri matricis suraTi, romelic Seesabameba (mb)-is maqsinakrebis raodenobas, rac mkveTrad amaRlebs efeqtianobas da amcirebs (mb)-Si etalonuri egzemplarebis uzarmazari masivebis Seyvanis saWiroebas.

saxeebis analizisTvis SeiZleba gamoyenebuli iqnas agreTve meore donis rekurentuli interpolacia pirveli donis matricis gasworebis safuZvelze. meore donis wertilovani wonebis interpolaciuri gasworeba (nax. 6) iZleva matricis wonebis ufro dabalansebul ganawilebas, ris Sedegadac amocnobadi obieqtebis identifikacia SeiZleba ufro maRali albaTobiT an naklebi SecdomebiT.

3D- 0.99 0.60 0.27 0.18 0.09 0.03 0.02 0.01 0.00 0.00 0.00 0.00 2.19 1.62 1.20 0.70 0.42 0.24 0.12 0.07 0.03 0.01 0.00 0.00 0.00 4.0.67 0.63 0.44 0.31 0.13 0.11 0.08 0.01 0.01 0.00 0.00 0.00 2.39 1.27 1.17 0.88 0.62 0.35 0.25 0.15 0.05 0.02 0.00 0.00 0.00 4.0.25 0.58 0.56 0.39 0.42 0.25 0.09 0.09 0.02 0.01 0.00 0.00 2.65 0.67 0.99 1.02 0.83 0.76 0.50 0.27 0.20 0.08 0.03 0.01 0.00 5.1.0.09 0.19 0.52 0.63 0.47 0.41 0.33 0.19 0.12 0.04 0.01 0.00 2.98 0.30 0.47 0.89 1.06 0.92 0.80 0.64 0.42 0.28 0.12 0.04 0.02 5.0.0.01 0.06 0.20 0.37 0.55 0.56 0.48 0.40 0.32 0.17 0.05 0.02 3.18 0.08 0.19 0.45 0.73 0.96 1.01 0.92 0.78 0.60 0.36 0.16 0.09 6.0.0.00 0.01 0.04 0.17 0.30 0.43 0.58 0.57 0.44 0.38 0.22 0.09 3.21 0.02 0.05 0.15 0.36 0.59 0.81 1.01 1.02 0.87 0.73 0.47 0.29 6.0.0.00 0.00 0.01 0.03 0.07 0.19 0.34 0.47 0.59 0.58 0.45 0.32 3.04 0.00 0.01 0.04 0.10 0.21 0.42 0.66 0.87 1.05 1.05 0.89 0.74 6.04 0.0.0.00 0.00 0.00 0.00 0.01 0.03 0.08 0.23 0.41 0.56 0.72 0.67 2.70 0.01 0.01 0.01 0.02 0.05 0.12 0.24 0.48 0.76 1.02 1.29 1.31 5.0.0.04 0.03 0.02 0.01 0.00 0.00 0.01 0.04 0.09 0.26 0.59 1.15 2.23 0.10 0.08 0.06 0.02 0.01 0.02 0.06 0.14 0.29 0.61 1.24 1.90 4.0.0.0.14 0.18 0.08 0.01 0.00 0.00 0.00 0.00 0.01 0.05 0.43 1.36 2.24 0.30 0.30 0.14 0.03 0.00 0.00 0.01 0.02 0.07 0.27 1.08 2.14 4.0.0.41 0.18 0.07 0.01 0.00 0.00 0.00 0.00 0.00 0.01 0.38 1.40 2.46 0.70 0.43 0.18 0.04 0.00 0.00 0.00 0.00 0.01 0.18 1.01 2.19 4.0.0.66 0.32 0.09 0.01 0.00 0.00 0.00 0.00 0.00 0.03 0.42 1.36 2.87 1.11 0.67 0.25 0.04 0.00 0.00 0.00 0.00 0.02 0.21 1.05 2.15 5.51 SS0.79 0.54 0.12 0.01 0.00 0.00 0.00 0.00 0.02 0.12 0.51 1.27 3.38 1.39 1.01 0.37 0.08 0.01 0.01 0.02 0.05 0.13 0.44 1.17 2.05 6.S0.80 0.69 0.26 0.08 0.01 0.01 0.04 0.10 0.21 0.40 0.93 0.71 4.23 1.44 1.25 0.67 0.33 0.18 0.16 0.23 0.36 0.57 0.91 1.53 1.43 9.S0.61 0.58 0.77 0.44 0.40 0.38 0.42 0.62 0.79 0.88 0.60 0.32 6.80 1.13 1.11 1.24 0.93 0.87 0.85 0.90 1.08 1.26 1.35 1.07 0.80 12.59 SS0.29 0.28 0.50 0.93 0.98 1.00 0.95 0.73 0.50 0.30 0.05 0.15 6.64 0.78 0.28 0.50 0.93 0.98 1.00 0.95 0.73 0.50 0.30 0.05 0.47 7.5.72 4.86 3.94 3.57 3.42 3.39 3.42 3.45 3.53 3.78 5.35 8.79 10.94 9.21 7.53 6.56 6.14 6.06 6.12 6.24 6.51 7.59 11.05 15.nax. 6 interpolirebuli gasworebuli 1-li da me-2 donis potencialebis meTodis meSveobiT jamuri matricisTvis. qarTuli aso a-s wertilovani albaTobebis 3Dsveturi diagrama.

miRebuli matricebis safuZvelze iyo agebuli 3D-sveturi wertilovani albaTobebis diagrama (nax. 7) da daqtiloskopiur paternebad wodebuli grafikebi, romlebic warmoadgens v-zondis daHh-zondis jamur matricaze (nax. 7) moxatulobis wertilebTan gadakveTis diagramebs. Aam diagramebidan Cans suraTebis informaciul-grafikuli specifika, romelsac gaaCnia garkveuli simbolos paternis informaciuli unikaloba daktiloskopiur naxatis msgavsad da v/h (zondis) meTodiT ufro zustad obieqtebis identificireba.

120 100 80 60 40 20 0 1 2 3 4 5 6 7 8 9 10 11 12 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 nax. 7 zondebis jamis grafikebi vertikaliT da horizontaliT qarTuli anbanis aso z-s magaliTze (nax. 8) moyvanilia (mb)-s etalonuri elementebis matricebi, statistikuri gaangariSebis cxrilebi, vertikaluri da horizontaluri zondebis grafikebi da wertilovani albaTobebis diagramebi.

nax. 8 xeliT Seyvanili da (mb)-Si gadatanili aso z-s matricis elementebi.

albaTobiTstatistikuri analizi da aso z-s daqtiloskopiuri garCeva.

rom SevadaroT sxvadasxva simboloebis zondebis vertikaluri da horizontaluri grafikebi, magaliTad, laTinuri aso M da qarTuli aso u, SevamCnevT maT grafikul diversifikacias (nax. 9). grafikebis da albaTobebis Sedarebis da erTmaneTze dadebis gziT SeiZleba gairkves Sesasvlelze Semosuli gamosaxulebis daSoreba sxvadasxva saxeebis yovel jamur matricasTan. gawyvetis distancia gansazRvravs miaxloebas an ganSorebas Seyvanil gamosaxulebas da (mb)-dan simboloebs Soris.

1 3 2 2 0 0 0 0 0 4 3 3 4 7 4 7 7 3 0 1 0 5 2 3 1 1 5 3 0 8 3 4 7 1 3 2 5 0 0 0 0 2 8 3 3 4 3 7 2 7 3 7 1 5 1 1 7 3 6 3 3 3 1 8 4 3 4 8 20 0 1 2 1 2 2 0 0 0 4 2 1 3 5 8 4 0 8 2 6 20 0 2 1 0 6 1 1 4 2 1 2 0 4 3 6 9 5 6 2 6 0 1 2 1 2 4 1 0 2 1 2 6 3 5 4 1 5 0 6 6 9 2 1 1 1 9 0 1 2 8 0 4 16 10 5 2 6 7 0 0 0 6 2 10 1 2 8 1 1 3 0 8 2 1 7 3 6 6 3 3 7 0 1 4 0 1 2 1 8 0 0 1 7 1 2 3 11 0 6 8 8 1 10 1 2 4 7 2 5 4 7 2 4 6 3 0 6 3 4 5 4 0 0 1 1 0 0 0 0 1 0 7 3 3 2 1 1 6 1 1 8 1 1 1 9 3 0 9 7 4 9 3 1 0 0 0 0 0 0 0 0 0 0 9 3 4 1 0 8 0 2 1 1 2 1 2 8 2 6 1 1 2 12 3 6 2 0 3 3 7 5 0 0 0 0 0 0 0 0 0 0 1 2 5 5 2 1 1 1 6 1 1 1 3 1 1 2 9 0 7 9 5 7 2 0 0 0 0 0 0 0 0 0 2 1 2 4 6 6 2 0 0 2 1 1 0 2 1 2 4 1 2 1 2 9 0 3 0 7 1 0 0 0 0 0 0 0 0 0 4 1 1 7 9 4 3 6 1 0 0 8 1 3 0 2 2 1 14 0 3 3 0 8 0 8 0 0 0 0 0 0 0 0 4 2 1 0 6 4 3 7 0 0 0 1 9 1 0 2 2 1 0 3 1 7 3 2 0 0 0 0 0 0 0 5 2 9 7 2 6 4 3 8 0 0 0 0 0 0 1 7 2 8 8 2 3 4 0 0 0 0 7 0 0 3 2 1 8 2 4 0 0 6 3 4 7 7 3 4 8 2 5 0 0 0 0 0 1 1 2 4 8 9 0 5 2 3 3 0 0 0 0 3 0 0 3 2 1 0 0 2 1 8 4 2 2 3 8 2 1 0 16 3 2 0 0 0 0 0 0 0 3 2 1 1 7 9 2 0 8 3 4 1 2 3 4 5 6 7 8 9 1 11 1 2 3 4 5 6 7 8 9 1 11 31 51 01 21 41 01 2 01 21 41 1 2 3 4 5 6 7 8 9 1 11 1 2 3 4 5 6 7 8 9 1 11 31 01 0 0 2 3 3 3 3 3 3 9 0 0 21 3 2 0 0 0 0 0 0 0 3 2 1 0 2 6 8 8 7 1 4 8 3 4 11 18 8 8 17 11 8 11 8 14 23 33 46 27 9 8 8 8 9 8 8 12 29 8 1 3 6 0 0 5 1 8 4 1 2 0 4 3 1 4 2 1 2 4 0 8 nax. 9 grafikebis paternebis daqtiloskopiuri Sedareba.

SeiZleba gamoyenebuli iqnas sxva diagramac wertilovani wonebis xazobrivi grafiki, romelic warmoadgens wertilovani wonebis ganawilebis kombinirebul grafiks (nax. 10) da gaaCnia receptorebis velze wertilebis ganawilebis ufro krebsiTi informacia zondebis horizontalur da vertikalur grafikebTan SedarebiT.

1 8 15 22 29 36 43 50 57 64 71 78 85 92 99 106 113 120 127 134 141 148 155 162 169 176 183 nax. 10 wertilovani wonebis xazobrivi grafiki.

moyvanil grafikebze Cans gansxvavebebi sxvadasxva simboloebis moxazulobis paternSi, naxats gaaCnia daqtiloskopiuri ganmasxvavebeli niSnebi qarTuli aso g-s da laTinuri aso V- s wertilovani wonebis xazobrivi grafikebis vizualuri Sedarebisasac ki (nax. 11).

Pages:     | 1 || 3 | 4 |   ...   | 7 |



2011 www.dissers.ru -

, .
, , , , 1-2 .