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All Journal Information System Computer Engineering Diploma Program - Informatics Management JAKSTIK Journal Bulletin of Electrical Engineering and Informatics Bulletin of Electrical Engineering and Informatics CESS (Journal of Computer Engineering, System and Science) Bulletin of Electrical Engineering and Informatics Jurnal Ilmiah KOMPUTASI CCIT (Creative Communication and Innovative Technology) Journal Info Kripto
Aqwam Rosadi Kardian
STMIK JAKARTA STI&K
Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering Mathematics

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Journal : Bulletin of Electrical Engineering and Informatics

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Efficient Implementation of Mean, Variance and Skewness Statistic Formula for Image Processing Using FPGA Device Aqwam Rosadi Kardian; Sunny Arief Sudiro; Sarifuddin Madenda
Bulletin of Electrical Engineering and Informatics Vol 7, No 3: September 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v7i3.687

Abstract

Processing statistic formula in image processing and accessing data from memory is easy in software, the other hand for hardware implementation is more dificult considering a lot of constraint. This article proposes an implementation of optimum mean, variance and skewness formula in FGPA Device. The proposed circuit design for all formulas only need three additions component (in three accumulators) and two divisions using two shift-right-registers, two subtractors, one adder and six multipliers. For 8x8 image size need 64 clock cycles to finish the mean, variance and skewness calculations, comparing other approach that need more than 1024 additions component without skewness calculation. Implementation into FPGA needs 68 slices of flip-flops and 121 of 4 input LUTs.
Co-Authors Abrar Khaled Ali Ade Syayuddin Agus Sulaeman Agus Wahyudin Ali Suryono Ali Suryono Andi Dwi Prasetyo Andy Johnny HP Apriani Apriani Ardiansyah Ardiansyah Ari Hadisuryanto Ari Hadisuryanto Asep Saefullah Balqia Siddik Z, Cipto Winarno Conny Francis Dede Gustiana Dela Aprilia Wibawa Dela Aprilia Wibawa DENNY AFFIAT Denny Affiat Desak Nyoman Mulyani Desi Herawati Dewi Maelawati Elvina Tawa Beria Tondang Faisal Nurdinsyah Faizal Gani Setyawan Fajar Nugroho Franz Parman Fx. Chrisbijantoro Fx. Chrisbijantoro Fx. Chrisbijantoro Gentina Arifin Gilang Wisnu Pamungkas Gilang Wisnu Pamungkas Hendar Wisaksono Hendra Gunawan Hendra Lesmana Hendro Yuhanto Heri Irawan Hilman Setiadi Seputra Hilman Setiadi Seputra Ihsan Fadli Tampati Iin Rohmaniah Ire Puspa Wardhani Jepri Sinaga Johan Sharif Julian Maria Renta Mayu Sofia Mandiri Mintarsih Mintarsih Mochammad Rifal Mohamad Tamrin Mohamad Tamrin Mohammad Irfan Mohammed Irfan Muchammad Fikri Afrizzi Muhamad Dany Alimudin Muhammad Adi Kurnia Muhammad Mekah Madinarovah Muhammad Oetomo Rizky Irwanto Mulyadi Mulyadi Nanda Azhari Neneng Mariana neneng mariana Novi Astutyningsih NURLIYANA NURLIYANA Nurliyana Nurliyana Priyono Priyono R. Budiarto Hadiprakoso Raden Reza Adi Permono Reddy Sufriyanto Reddy Sufriyanto Reddy Sufriyanto Rifat Maududy Rizky Annisa Rizky Annisa Roy Tumbay Bella Rudi Novanto Sapto Haryono Sarifuddin Madenda Shandy Juniantoro Shinta Andriani Pratiwi Shinta Andriani Pratiwi Siti Meitri Rigiyani Siti Wardah Sudar Yanto Sugito Sugito Sunny Arief Sudiro Syaiful Gauc Teguh Santoso Tinawati Tinawati Tri Indah Astuti Van Berton Siahaan Wiyar Wilujengning Sejati Yayat Yayat Yudhi Renur YUDHI RENUR Yudi Irawan Chandra Yuni Tribrasita