?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PENGENALAN+KARAKTER+TULISAN+TANGAN+AKSARA+LAMPUNG%0D%0AMENGGUNAKAN+EKSTRAKSI+FITUR+MOMENT+INVARIANT+DAN%0D%0A%0D%0APIXEL+DENSITY&rft.creator=REVI+NOVITA%2C+1517051034&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.subject=003+Sistem-sistem&rft.description=Nowadays+many+ethnics+live+together+in+Lampung+Province.+They+communicate%0D%0Ato+others+by+Indonesia+language+for+verbal+communication+and+roman+script+for%0D%0Awritten+communication.+Due+to+the+massive+use+of+Roman+script%2C+Lampung+script%0D%0Ais+now+neglected.+This+condition+shifts+the+use+of+the+script+to+Roman+script+and%0D%0Amay+trigger+its+extinction+in+the+future.+Therefore%2C+an+effort+should+be+initiated+to%0D%0Aavoid+this+calamity.+One+endeavor+to+preserve+Lampung+script+is+by+conducting%0D%0Aresearch+on+the+script.+This+research+is+an+extension+of+the+Lampung+handwritten%0D%0Acharacter+recognition+research+by+introducing+the+features+of+moment+invariant%0D%0Aand+pixel+density.+These+features+are+extracted+from+32+by+32+pixel+size+of+a%0D%0Abinary+image.+The+moment+invariant+feature+is+extracted+from+binary+skeleton%0D%0Aimage+while+pixel+density+feature+is+directly+extracted+from+actual+binary+image.%0D%0AThen%2C+the+support+vector+machine+(SVM)+is+used+to+classify+images+into+18%0D%0Acharacter+classes.+The+accuracy+of+moment+invariant+feature+is+49.94%25%2C+pixel%0D%0Adensity+feature+is+91.83%25%2C+and+the+concatenation+of+both+features+is+91.90%25.+Most%0D%0A%0D%0Aiii%0D%0Aof+misclassification+occur+within+the+moment+invariant+feature+due+to+the+counter%0D%0Aimpact+of+rotation%2C+translation+and+scaling+invariant+of+the+feature.%0D%0A%0D%0AKeywords%3A+moment+invariant%2C+pixel+density%2C+handwritten+character+recognition%2C%0D%0A%0D%0ALampung+script%0D%0ASaat+ini+banyak+etnis+yang+tinggal+di+provinsi+Lampung.+Mereka+berkomunikasi%0D%0Asatu+sama+lain+dengan+bahasa+Indonesia+untuk+komunikasi+verbal+dan+aksara+latin%0D%0Auntuk+komunikasi+tertulis.+Karena+penggunaan+aksara+latin+yang+intens%2C+Aksara%0D%0ALampung+sekarang+diabaikan.+Kondisi+ini+menggeser+penggunan+Aksara%0D%0ALampung+ke+Aksara+Latin+dan+dapat+memicu+kepunahan+aksara+tersebut+di+masa%0D%0Adepan.+Oleh+karena+itu%2C+suatu+upaya+seharusnya+diinisiasi+untuk+menghindari%0D%0Abencana+ini.+Salah+satu+usaha+untuk+melestarikan+aksara+ini+adalah+dengan%0D%0Amelakukan+penelitian+terhadap+aksara+tersebut.+Penelitian+ini+merupakan%0D%0Apengembangan+penelitian+pengenalan+tulisan+tangan+Aksara+Lampung+yang+telah%0D%0Adilakukan+sebelumnya+dengan+memperkenalkan+fitur-fitur+moment+invariant+dan%0D%0Apixel+density.+Fitur-fitur+ini+diekstraksi+dari+citra+biner+berukuran+32+x+32+piksel.%0D%0AFitur+moment+invariant+diekstraksi+dari+citra+biner+kerangka+(skeleton)+sedangkan%0D%0Afitur+pixel+density+diekstraksi+langsung+dari+citra+biner+yang+utuh.+Selanjutnya%2C%0D%0A%0D%0Av%0D%0Asupport+vector+machine+(SVM)+digunakan+untuk+klasifikasi+citra+ke+dalam+18%0D%0Akelas+aksara.+Tingkat+akurasi+pengenalan+dengan+fitur+moment+invariant+adalah%0D%0A49%2C94%25%2C+fitur+pixel+density+adalah+91.83%25%2C+dan+fitur+gabungan+keduanya+adalah%0D%0A91.90%25.+Banyak+kesalahan+klasifikasi+terjadi+pada+fitur+moment+invariant+akibat%0D%0Adampak+negatif+dari+sifat+fitur+tersebut+yaitu+rotation%2C+translation+dan+scaling%0D%0Ainvariant.%0D%0A%0D%0AKata+kunci+%3A+moment+invariant%2C+pixel+density%2C+pengenalan+karakter+tulisan+tangan%2C%0D%0A%0D%0Aaksara+Lampung.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2019&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57691%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57691%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57691%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++REVI+NOVITA%2C+1517051034++(2019)+PENGENALAN+KARAKTER+TULISAN+TANGAN+AKSARA+LAMPUNG+MENGGUNAKAN+EKSTRAKSI+FITUR+MOMENT+INVARIANT+DAN+PIXEL+DENSITY.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F57691%2F