Jurnal Keteknikan Pertanian
Vol 20, No 3 (2006): Jurnal Keteknikan Pertanian

PEMERIKSAAN MUTU KARET RSS MENGGUNAKAN PENGOLAHAN CITRA

Ahmad, Usman ( Departemen Teknik Pertanian, Fateta IPB )
Riadi, Fahmi ( Alumni Program S2 TPP Sekolah Pascasarjana IPB )
Subrata, I Dewa Made ( Departemen Teknik Pertanian, Fateta IPB )



Article Info

Publish Date
27 Jan 2014

Abstract

ABSTRACT Evaluation of ribbed smoked sheet (RSS) quality is commonly done manually through an assessment of rubber sheet surface appearance based on its unifromity and brightness of color, and also existence of physical defect like air bulb, with spot and spotted by fungus prior to classification into RSS-1, RSS-2 and of RSS-3. This reseacrh aimed to develop a method to evaluate RSS quality using image processing. Each 40 sheets of simple in a size of 30x25 cm was capture using a CCD camera from 40 cm distance with a resultion 341x256 Pixels. The characteristics observed were RBG index, HSI color components, and textural features. Three goups of sample could be discriminated using blue color index with 80.0%, 82.5% forRSS-1, 60.0% for RSS-2 and 97.5%, ForRSS-3. Grading based on HSI color modelgave better result with 86%, 77.5%, 85.0% and 95.0% accuracy for the RSS-1, RSS-1 and RSS-3, respectively. The computer-based grading indicated that the classification by computer using HSI component was more reliabe than manually grading.In conclusion, the developed algorithm was able to classify 120 samples and corrected some of miss-classification by manual grading. Keyword: image processing, ribbed smoked sheet, grading

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Journal Info

Abbrev

jtep

Publisher

Subject

Agriculture, Biological Sciences & Forestry

Description

Jurnal Keteknikan Pertanian dengan No. ISSN 2338-8439, pada awalnya bernama Buletin Keteknikan Pertanian, merupakan publikasi resmi Perhimpunan Teknik Pertanian Indonesia (PERTETA) bekerjasama dengan Departemen Teknik Mesin dan Biosistem (TMB) IPB yang terbit pertama kali pada tahun 1984, berkiprah ...