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Journal : Indonesian Journal of Electrical Engineering and Computer Science

Content-based image retrieval for fabric images: A survey Silvester Tena; Rudy Hartanto; Igi Ardiyanto
Indonesian Journal of Electrical Engineering and Computer Science Vol 23, No 3: September 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v23.i3.pp1861-1872

Abstract

In recent years, a great deal of research has been conducted in the area of fabric image retrieval, especially the identification and classification of visual features. One of the challenges associated with the domain of content-based image retrieval (CBIR) is the semantic gap between low-level visual features and high-level human perceptions. Generally, CBIR includes two main components, namely feature extraction and similarity measurement. Therefore, this research aims to determine the content-based image retrieval for fabric using feature extraction techniques grouped into traditional methods and convolutional neural networks (CNN). Traditional descriptors deal with low-level features, while CNN addresses the high-level, called semantic features. Traditional descriptors have the advantage of shorter computation time and reduced system requirements. Meanwhile, CNN descriptors, which handle high-level features tailored to human perceptions, deal with large amounts of data and require a great deal of computation time. In general, the features of a CNN's fully connected layers are used for matching query and database images. In several studies, the extracted features of the CNN's convolutional layer were used for image retrieval. At the end of the CNN layer, hash codes are added to reduce  search time.
The Development of Digital Library User Interface by Using Responsive Web Design and User Experience Dimas Sasongko; Ridi Ferdiana; Rudy Hartanto
Indonesian Journal of Electrical Engineering and Computer Science Vol 4, No 1: October 2016
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v4.i1.pp195-202

Abstract

The digital library has the purpose of providing services to the user, therefore, user experience factor and adjusting the display device diversity becomes the main thing to consider in building a digital library. The digital library is visited by many users because it provides a lot of information so that the existing content should be accessible anywhere, anytime and using a variety of devices. This research focuses on the design of digital library interface that adapts to the user experience and a variety of devices. The method used in this study is testing the user experience for the evaluation of digital library interface and Responsive Web Design for the development of digital library interface. The confidence interval is used as the analysis of the test data. Implementation of the user experience and Responsive Web Design in the digital library interface design proposals can improve the estimated percentage of success and task time users.
Co-Authors -, Wikankara A.A. Ketut Agung Cahyawan W Achmad Djunaedi Adhistya Erna Permanasari Aditya Krisna Pratama Afrialdi Syahputra Agung Dinasti Permana Aiman Mobiu Anandya, Andhika Annisa, Nazma Nur Arief Kurniawan arifin La Adu arifin La Adu Aris Budianto, Aris Ayu Candra Dewi, Ayu Candra Bierig, Ralf Daud Samsudewa David Kristiadi Dian Wahyu Harjanti Dian Wahyu Harjanti Dimas Sasongko Dimas Sasongko Dini Atiyah Dini Atiyah, Dini Dwi Rahayu Dzaky, Dedi Imaduddin Edi Prayitno, Edi Edi Sukarmanto Edi Susilo Eka Firmansyah Eko Budi Susilo Eko Nugroho Epi Fitriah Fajar Wahyono Fariha, Nida Fathahillah Fathahillah Fransisco Danang Wijaya Hadi, Ridla Kumara Helni Mutiarsih Jumhur Hera Susanti Ida Ayu Putu Sri Widnyani Igi Ardiyanto Iis Rohayati Imanto, Nurul Yuliyani Indah Soesanti Inna Yoana Sari Tarigan S Intan Sulistyaningrum Sakkinah Iyon Sukma Wicaksana J Kristianto Jeffry Andhika Putra Khairul Aulia Khamidudin Azzakiy Khoir, Mulyanto Abdullah Komaran, Muhammad Dhafin Lukas Chrisantyo Lukito Edi Nugroho Luthfi Nurwandi Marcus Nurtiantoro Aji Meirina Gartika Mey Maemunah Mochamad Zaenal Arif Mohammad Ali, Nor Dayana Mohammad Aziz, Nadia muhammad wisynu kurniawan Munanto, Teddy Cahyo Mustamik, Khoirul Nasrizal Akbar Noor Akhmad Setiawan Nurtiantoro Aji, Marcus Nurul Tiara Kadir Nurul Yuliyani Imanto P. Insap Santoso Paulus Insap Santosa Pipit Utami Pramono, irena Paramita Prapto Nugroho Pratama, Taftazani Ghazi Prihantro, Yusuf Wili Priyanto, Catur Puguh Setyopratomo Pupung Purnamasari Rahmad Syaifudin, Rahmad Ratna Indriyanti, Ratna Reni Harni Ridi Ferdiana Rina Yulius Rini Lestari Rosdiana, Yuni Rusli Abdul Hamid Sasongko Pramono Hadi Selo Sulistyo, Selo Selo, S Silmi Fauziati Silvester Tena Soedjatmiko Soedjatmiko Soedjatmiko Soedjatmiko Soewondo, Williyanti Sri Fadilah Suangga, Asri Sunu Wibirama Suprapto, Agung Teguh Bharata Adji Tikaridha Hardiani Tio Eko Prabowo Tiyono Tsabit Rahman Tsarwah, Almira Khayyira Tumiran Wahyu Dewanto Wicaksana, Iyon Sukma Wicaksana, Iyon Sukma Widyawan Yahya, Nur Hanis Adibah Yogi Sawitra Yudi Setiawan Yudi Setiawan Yuhka Sundaya Yulianto, Dinan