Abstract

Sellers in online marketplace who use batik Solo's pattern name as their product title, but mistaken it with product image that doesn't contain the pattern, could causes the buyer to wear batik Solo in wrong event. Every pattern in batik Solo has crucial meaning and specialize to be worn in different event such as wedding ceremony or funeral. Therefore this research has the purpose to build a system that can verify batik Solo's product image depending on the batik pattern name that the seller wants to use as their product title in online marketplace. First, the research input batik Solo pattern name in the four biggest online marketplaces in Indonesia, which are Tokopedia, Bukalapak, Shopee and Lazada. Second, it scrapped some of the images result from every marketplace. Then the research makes a system that can identify the image's texture from marketplace and identify the image's texture from the data set that was prepared before. This process could be completed using the SURF method. Next, an image from an online marketplace that contains a specific pattern will input to the system to find if it retrieves image from data set's image with a similar intended pattern or not. The system verification will label an image as true if it can retrieve some images from data set, and label an image as false if it can't retrieve image from data set. The output label from the system will be compared with the label from human judgement to measure the accuracy of the system. The results are, the highest accuracy is 74.76% and the highest recall is 94.55%.

Original languageEnglish
Title of host publicationIES 2020 - International Electronics Symposium
Subtitle of host publicationThe Role of Autonomous and Intelligent Systems for Human Life and Comfort
EditorsAndhik Ampuh Yunanto, Hendhi Hermawan, Mu'arifin Mu'arifin, Tri Hadiah Muliawati, Putu Agus Mahadi Putra, Farida Gamar, Mohamad Ridwan, Artiarini Kusuma N
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages674-679
Number of pages6
ISBN (Electronic)9781728195308
DOIs
Publication statusPublished - Sept 2020
Event2020 International Electronics Symposium, IES 2020 - Surabaya, Indonesia
Duration: 29 Sept 202030 Sept 2020

Publication series

NameIES 2020 - International Electronics Symposium: The Role of Autonomous and Intelligent Systems for Human Life and Comfort

Conference

Conference2020 International Electronics Symposium, IES 2020
Country/TerritoryIndonesia
CitySurabaya
Period29/09/2030/09/20

Keywords

  • SURF
  • batik Solo image pattern
  • image pattern verification
  • texture based image retrieval

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