?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=REALISASI+PENGENALAN+PLAT++NOMOR+KENDARAAN%0D%0A+DENGAN+METODE+HISTOGRAM+CITRA+DAN++%0D%0AJARINGAN+SYARAF+TIRUAN+BACKPROPAGATION+&rft.creator=+MUHAMMAD+SYUHADA+%2C+(0855031025)&rft.subject=QA75+Electronic+computers.+Computer+science&rft.subject=Teknik+Elektro.+Rekayasa+elektronik+Nuklir&rft.description=ABSTRAK%0D%0APenelitian+ini+merupakan+penelitian+tentang+sistem+identifikasi+karakter+tanda+%0D%0Anomor+kendaraan+menggunakan+Metode+Histogram+Citra+dan+Jaringan+Syaraf+%0D%0ATiruan+Backpropagation.+Yang+menjadi+latar+belakang+dilakukannya+penelitian+ini+%0D%0Aadalah+masih+lamanya+proses+pencatatan+pada+sistem+parkir+yang+ada+sekarang.+%0D%0ADengan+teknologi+pengolahan+citra+serta+jaringan+syaraf+tiruan+(JST)+mempunyai+%0D%0Apotensi+untuk+memecahkan+masalah+tersebut.+%0D%0ASistem+yang+dikembangkan+yaitu+tahap+pengolahan+citra+meliputi+operasi-operasi+%0D%0Aseperti+binerisasi%2C+median+filtering%2C+slicing%2C+resizing%2C+histogram+dan+konversi+%0D%0Ahistogram+kevektor+serta+tahap+pengenalan+pola+dengan+metode+JST+%0D%0ABackpropagation.+%0D%0ATahap+pengenalan+pola+JST+Backpropagation+dimulai+dengan+terlebih+dahulu+%0D%0Amelatih+karakter-karakter+yang+akan+dipakai+pada+tahap+pengenalan+pola%2C+yaitu%3A+26+%0D%0Akarakter+huruf+(A-Z)%2C+10+karakter+angka+(0-9)+dan+1+karakter+kosong+%0D%0Amenggunakan+program+Matlab.++%0D%0APengujian+sistem+dilakukan+sebanyak+dua+kali%2C+yaitu+pengujian+dengan+%0D%0Amenggunakan+data+sampel+pelatihan+JST+dan+pengujian+dengan+data+citra+yang+%0D%0Atidak+diikut-sertakan+dalam+proses+pelatihan+jaringan.+Dari+hasil+pengujian+yang+%0D%0Adidapatkan+tingkat+kegagalan+sistem+sebanyak+12%25+dan+40%25+dari+masing-masing+%0D%0Apengujian+sebanyak+50+dan+10+buah+citra+plat+kendaraan.+Hasil+yang+didapatkan+%0D%0Aini+sudah+cukup+baik+dan+perlu+dilakukan+perbaikan+serta+pengembangan+untuk+%0D%0Akedepannya.+%0D%0A+%0D%0A+%0D%0AKata+kunci%3A+Tanda+Nomor+Kendaraan%2C+Histogram+Citra%2C+Jaringan+Syaraf+Tiruan+%0D%0ABackpropagation%2C++Pengolahan+Citra+%0D%0A+%0D%0A+%0D%0A+%0D%0A+%0D%0A+%0D%0A+ABSTRACT%0D%0AVehicle%E2%80%99s+license+plate+character+identification+system+use+image+%0D%0Ahystogram+method+and+neural+network+backpropagation.Currently%2C%0D%0AThe+registration+process+in+parking%E2%80%99s+system+is+still+waste+a+lot+of+time.%0D%0AWith+image+processing+technology+with+neural+network+has+potentions%0D%0Ato+solve+this+problem.+%0D%0AThe+developed+system+in+image+processing+stage+include%2C+bineritation%2C%0D%0Amedian+filtering%2C+slicing%2C+rezising%2C+hystogram+and+hystogram+to+vector%0D%0Aand+also+introduce+pattern+stage+using+neural+network+backpropagation%0D%0Amethod.+Phase+is+started+with+training+the+characters%2C+i.e.+26+characters%0D%0Aof+letter+(A-Z)%2C+10+characters+of+number+(0-9)+and+1+empty+character%0D%0Aby+using+Matlab+program.++%0D%0AThis+system+testing+is+performe+in+2+times%2C+i.e.+experiment+with+use%0D%0Adata+sample+of+neural+network+traning+and+the+experiment+without%0D%0Aimage+data+in+process+of+neural+network+experiment.+The+result+from%0D%0Athe+experiment+is+found+the+error+is+12%25+and+40%25+from+test+of+50+and%0D%0A10+vehicle%E2%80%99s+plate+images.+Respectively.+The+result+is+good+enough%0D%0Aand+need+to+improve+and+also+to+developed+in+the+future.+%0D%0A+%0D%0AKeywords%3A+vehicle%E2%80%99s+license+plate%2C+hystogram+image%2C+neural+network%0D%0Aback+propagation%2C+image+processing.+&rft.publisher=FAKULTAS+TEKNIK&rft.date=2015-12-14&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F21457%2F1%2FABSTRAK%2520%2528ABSTRACT%2529.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F21457%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F21457%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=+++MUHAMMAD+SYUHADA+%2C+(0855031025)++(2015)+REALISASI+PENGENALAN+PLAT+NOMOR+KENDARAAN+DENGAN+METODE+HISTOGRAM+CITRA+DAN+JARINGAN+SYARAF+TIRUAN+BACKPROPAGATION.++FAKULTAS+TEKNIK%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F21457%2F