Jurnal Computech & Bisnis (e-Journal)
Vol 12, No 1 (2018): Jurnal Computech & Bisnis

Temu Kembali Citra Berbasis Konten Pada Citra Lintas Domain

Yaya Wihardi (Departemen Pendidikan Ilmu Komputer, Universitas Pendidikan Indonesia)
Herbert Siregar (Departemen Pendidikan Ilmu Komputer, Universitas Pendidikan Indonesia)
Ali Mulyawan (STMIK Mardira Indonesia)

Article Info

Publish Date
19 Jun 2018

Abstract

This research aimed to develop a cross domain content based image retrieval system by using Histogram of Oriented Gradient (HoG) features. To compute visual similarity, we use Gaussian Approximation for Fast Image Similarity (GAFIS), Online Algorithm for Scalable Image Similarity Learning (OASIS), and Hybrid method that combine both of GAFIS and OASIS. The results show that the hybrid method outperforms the others, it is because the methods could extract uniqueness of each image query and image database by utilizing Gaussian parameters from negative-set and combine it with OASIS parameters Keywords : Image Retrieval, CBIR, Gaussian Approximation, OASIS.

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Journal Info
Jurnal Computech & Bisnis (e-Journal)
Website

Abbrev

jcb

Publisher

STMIK Mardira Indonesia Bandung

Subject

Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Library & Information Science

Description

The scope of this journal covering the field Computer, Technology and Business. Topic related to these fields can be information systems, informatics, product based knowledge, computer science, knowledge management, business and management, business IT, IT Governance, communication and marketing, ...