PENGGABUNGAN 2D MOMENT INVARIANT DAN JARINGAN SYARAF TIRUAN UNTUK KLASIFIKASI DAUN TANAMAN ANGGREK

Moment Invariant Based Method or Artifical Neural Network can be used for shape classification individually. This shape classification process still grows and never ends. This research tried to combine both of Moment Invariant and Artificial Neural Network for classification based on shape. This res...

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Bibliographic Details
Main Authors: , Nasirudin, , Drs. Agus Harjoko, M.Sc., Ph.D
Format: Thesis
Published: [Yogyakarta] : Universitas Gadjah Mada 2012
Subjects:
ETD
Description
Summary:Moment Invariant Based Method or Artifical Neural Network can be used for shape classification individually. This shape classification process still grows and never ends. This research tried to combine both of Moment Invariant and Artificial Neural Network for classification based on shape. This research used orchid leaves plant for the object of the case study. There were four combining models in this research. Based on Moment Invariant, it resulted 85.71% correct answer of all testing samples in this research. Artificial Neural Network also resulted 70.05% correct answer. Then, the four new methods produced the following results: 84.79%, 86.18%, 70.51% and 91.71% correct answer.