?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IDENTIFIKASI+BETTA+FISH+BERDASARKAN+EKSTRAKSI+WARNA%0D%0AMENGGUNAKAN+METODE+FUZZY+COLOR+HISTOGRAM&rft.creator=VENNY+EKA+PRIANDINI%2C+1417051147&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.subject=003+Sistem-sistem&rft.description=Betta+Fish+is+one+of+the+favorite+decorative+fish+in+Indonesia+that+have+attractive%0D%0Aand+beautiful+shapes+and+colors.+Betta+fish%E2%80%9Fs+identification+manually+was+difficult%2C%0D%0Abecause+there+are+several+species+that+have+similar+colors.+Betta+Fish%E2%80%9Fs%0D%0Aidentification+was+needed+to+avoid+money+loss+because+of+the+error+identification.%0D%0AThis+research+focused+to+identify+four+species+of+Halfmoon%2C+Double+Tail%2C+Crown%0D%0ATail%2C+and+Plakat.+Fuzzy+Color+Histogram+was+used+to+extract+the+color+of+Betta%0D%0AFish.+Fuzzy+Color+Histogram+(FCH)+is+a+feature+retrieval+method+that+is+based+on%0D%0Athe+characteristics+of+histograms+namely+mean%2C+entropy%2C+variance%2C+skewness%2C+and%0D%0Akurtosis.+Probability+Neural+Network+is+used+for+the+classification+process.%0D%0AProbability+Neural+Network+is+an+artificial+neural+network+algorithm+that+uses%0D%0Asupervised+training+in+decision+making+and+classification.+The+dataset+used+is+160%0D%0Aimages+of+Betta+Fish.+The+number+of+images+of+each+species+is+40+images.+The%0D%0AFCH+color+extraction+process+uses+the+mean+parameters+and+the+Probability%0D%0ANeural+Network+(PNN)+classification+reaches+the+most+optimal+level+of+accuracy%0D%0Aof+90.62%25.+The+cause+of+identification+errors+is+estimated+because+the+acquired%0D%0Aimage+quality+is+not+very+good%2C+such+as+the+Betta+Fish+image+is+blurry+and+there+is%0D%0Anoise.%0D%0A%0D%0AKeywords%3A+Betta+Fish+Identification%2C+Fuzzy+Color+Histogram%2C+Probability+Neural%0D%0ANetwork+(PNN)%2C+Pattern+Recognition.%0D%0ABetta+Fish+atau+yang+dikenal+dengan+nama+ikan+Cupang+adalah+salah+satu+spesies%0D%0Aikan+hias+yang+digemari+masyarakat+Indonesia+yang+mempunyai+bentuk+tubuh+dan%0D%0Awarna+yang+menarik+dan+indah.+Pengenalan+Betta+Fish+secara+manual+dengan%0D%0Apengamatan+langsung+sulit+dilakukan.+Hal+ini+disebabkan+karena+ada+spesies+Betta%0D%0Afish+yang+memiliki+warna+hampir+serupa+dengan+spesies+Betta+Fish+lainnya.%0D%0AIdentifikasi+Betta+Fish+dilakukan+untuk+menghindari+kerugian+biaya+akibat%0D%0Akesalahan+mengenali+spesies+Betta+Fish.+Penelitian+ini+bertujuan+untuk%0D%0Amengidentifikasi+empat+spesies+Betta+Fish+yaitu+Halfmoon%2C+Double+Tail%2C+Serit%2C+dan%0D%0APlakat.+Metode+yang+digunakan+adalah+Fuzzy+Color+Histogram+untuk+proses%0D%0Aekstraksi+warna.+Fuzzy+Color+Histogram+(FCH)+merupakan+metode+pengambilan%0D%0Aciri+yang+didasarkan+pada+karakteristik+histogram+yaitu+mean%2C+entropy%2C+variance%2C%0D%0Askewness%2C+dan+kurtosis.+Probability+Neural+Network+digunakan+untuk+proses%0D%0Aklasifikasi.+Probability+Neural+Network+adalah+algoritma+jaringan+syaraf+tiruan%0D%0Ayang+menggunakan+pelatihan+supervised+dalam+pengambilan+keputusan+dan%0D%0Aklasifikasi.+Dataset+yang+digunakan+berjumlah+160+citra+Betta+Fish.+Jumlah+citra%0D%0Asetiap+spesiesnya+adalah+40+citra.+Proses+ekstraksi+warna+FCH+menggunakan%0D%0Aparameter+mean+dan+klasifikasi+Probability+Neural+Network+(PNN)+mencapai%0D%0Atingkat+akurasi+paling+optimal+sebesar+90%2C62%25.+Penyebab+kesalahan+identifikasi%0D%0Adiperkirakan+karena+kualitas+citra+yang+diakuisisi+kurang+begitu+baik%2C+seperti+citra%0D%0ABetta+Fish+buram+dan+terdapat+noise.%0D%0A%0D%0AKata+Kunci%3A+Identifikasi+Betta+Fish%2C+Fuzzy+Color+Histogram%2C+Probability+Neural%0D%0ANetwork+(PNN)%2C+Pengenalan+Pola.&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%2F57737%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57737%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57737%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++VENNY+EKA+PRIANDINI%2C+1417051147++(2019)+IDENTIFIKASI+BETTA+FISH+BERDASARKAN+EKSTRAKSI+WARNA+MENGGUNAKAN+METODE+FUZZY+COLOR+HISTOGRAM.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F57737%2F