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Images Classification Using SIFT And RANSAC Method Prayogo, Agung
Jurnal Infra Vol 2, No 2 (2014)
Publisher : Jurnal Infra

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Abstract

Taking pictures has become common thing to do for capturing certain places. The process of taking and storing pictures that quite easy affecting the number of pictures taken and not well arranged. This results in difficulty finding desired image with ease. Several applications have been created to facilitate the process of organizing images. Generally, the applications use metadata and geotagging of the images. However, metadata and geotagging cannot be seen by naked eye in the picture. So in this paper the application that classifies images based on object which appear in the images will be made. To make this application, SIFT feature from image will be used. Additionally RANSAC method will be used to improve the accuracy of matching SIFT features. A database is also set up to avoid ambiguity in matching SIFT features and speed up the process of grouping.Based on the conditions at the time of testing the average value of success rate of classification with SIFT and RANSAC method can reach 72.5%. In addition it was found that SIFT features are vulnerable to the view point, tilt, non-linear illumination and lighting effects due to texture objects. Thus providing patterns that can cover the changes on SIFT features is necessary. In addition, the image preprocessing is needed to eliminate the possibility of ambiguity pattern matching on SIFT features due to background, texture, and patterns which contained in images.
Analisis Yuridis Hak Erfpacht Verponding Hak Pengelolaan Lahan Kota Batam Syarief, Elza; Prayogo, Agung
Journal of Law and Policy Transformation Vol 3 No 1 (2018)
Publisher : Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (239.63 KB)

Abstract

Tujuan penelitian ini adalah menganalisis penyebab pihak Badan Pengusahaan Batam belum membebaskan atau mengganti rugi hak erfpacht verponding atas tanah di Batam, menganalisis keberadaan tanah dengan status Hak erfpacht dapat/tidak dialihkan kepada pihak ketiga dengan alas HPL dan menganalisis solusi yang dapat dilakukan agar tanah hak erfpacht di atas HPL dapat diakui kepastian hukumnya. Penelitian ini termasuk penelitian hukum sosiologis dengan teknik pengumpulan data dengan wawancara dan observasi serta dengan analisis data kualitatif. Hasil penelitian ini adalah Badan Pengusahaan Batam belum membebaskan hak erfpacht verponding atas tanah di Batam, karena adanya Peraturan Pemerintah Nomor 46 Tahun 2007 Tentang Kawasan Perdagangan Bebas dan Pelabuhan Bebas Batam dan Keputusan Presiden Nomor 74 Tahun 1971 Tentang Pengembangan Pembangunan Pulau Batam.Solusi yang dapat dilakukan agar tanah hak erfpacht di atas HPL dapat diakui kepastian hukumnya dengan mengukuhkan menjadi hak baru.
Images Classification Using SIFT And RANSAC Method Agung Prayogo
Jurnal Infra Vol 2, No 2 (2014)
Publisher : Jurnal Infra

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Taking pictures has become common thing to do for capturing certain places. The process of taking and storing pictures that quite easy affecting the number of pictures taken and not well arranged. This results in difficulty finding desired image with ease. Several applications have been created to facilitate the process of organizing images. Generally, the applications use metadata and geotagging of the images. However, metadata and geotagging cannot be seen by naked eye in the picture. So in this paper the application that classifies images based on object which appear in the images will be made. To make this application, SIFT feature from image will be used. Additionally RANSAC method will be used to improve the accuracy of matching SIFT features. A database is also set up to avoid ambiguity in matching SIFT features and speed up the process of grouping.Based on the conditions at the time of testing the average value of success rate of classification with SIFT and RANSAC method can reach 72.5%. In addition it was found that SIFT features are vulnerable to the view point, tilt, non-linear illumination and lighting effects due to texture objects. Thus providing patterns that can cover the changes on SIFT features is necessary. In addition, the image preprocessing is needed to eliminate the possibility of ambiguity pattern matching on SIFT features due to background, texture, and patterns which contained in images.
Inovasi Teknologi Plecing Kaleng Sebagai Pemulihan Ekonomi Pasca Gempa Lombok Agung Prayogo; Chadziqatun Najilatil Mazda
Jurnal Informatika Teknologi dan Sains Vol 3 No 3 (2021): EDISI 9
Publisher : Program Studi Informatika Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (218.892 KB) | DOI: 10.51401/jinteks.v3i3.1254

Abstract

Lombok is one of the provinces in Indonesia with many tourist destinations. In August 2018, an earthquake measuring 7 on the Richter Scale rocked the tourism destination. The Lombok earthquake has become a regional threat for the public and foreign and domestic tourists. As a result of this incident, hundreds of people were injured and at least 105 people died. The Lombok earthquake not only had an impact on damage to buildings and public facilities, but also on the tourism industry sector which plays a role in increasing the country's economic growth. The economic sector is the most significantly affected. So, we need an idea of ??economic reconciliation after the Lombok earthquake. One of them is through technological innovation in the form of canning plecing kale which is one of Lombok's special foods, consisting of boiled kale and served with tomato sauce. The results showed that the technological innovation of canning plecing kale is able to make this type of food more durable and easy to consume as well as a choice of souvenirs for Lombok domestic and foreign tourists. Through technological innovation of canning plecing kale, it is hoped that the economic reconciliation of the Lombok people after the earthquake by utilizing existing local potential. Thus, in the long term, participate as a solution in the field of sustainable tourism for the Lombok area which is an object of tourist destinations.
Analisis Yuridis Hak Erfpacht Verponding Hak Pengelolaan Lahan Kota Batam Elza Syarief; Agung Prayogo
Journal of Law and Policy Transformation Vol 3 No 1 (2018)
Publisher : Universitas Internasional Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Tujuan penelitian ini adalah menganalisis penyebab pihak Badan Pengusahaan Batam belum membebaskan atau mengganti rugi hak erfpacht verponding atas tanah di Batam, menganalisis keberadaan tanah dengan status Hak erfpacht dapat/tidak dialihkan kepada pihak ketiga dengan alas HPL dan menganalisis solusi yang dapat dilakukan agar tanah hak erfpacht di atas HPL dapat diakui kepastian hukumnya. Penelitian ini termasuk penelitian hukum sosiologis dengan teknik pengumpulan data dengan wawancara dan observasi serta dengan analisis data kualitatif. Hasil penelitian ini adalah Badan Pengusahaan Batam belum membebaskan hak erfpacht verponding atas tanah di Batam, karena adanya Peraturan Pemerintah Nomor 46 Tahun 2007 Tentang Kawasan Perdagangan Bebas dan Pelabuhan Bebas Batam dan Keputusan Presiden Nomor 74 Tahun 1971 Tentang Pengembangan Pembangunan Pulau Batam.Solusi yang dapat dilakukan agar tanah hak erfpacht di atas HPL dapat diakui kepastian hukumnya dengan mengukuhkan menjadi hak baru.