Image Error Detection: A Systematic Literature Review

Authors

  • Raymond Sunardi Oetama Universitas Multimedia Nusantara, Indonesia
  • David Tjahjana Universitas Multimedia Nusantara, Indonesia
  • Iwan Prasetiawan Universitas Multimedia Nusantara, Indonesia
  • Catherine Anastasia Universitas Multimedia Nusantara, Indonesia

DOI:

https://doi.org/10.33379/gtech.v7i3.2494

Keywords:

image detection technology, image detection errors, systemtic literature review

Abstract

The advancement of technology, as well as the creation of new techniques and methodologies for image analysis, is rapid. However, image detection may face some errors. Image error detection will be discussed in this comprehensive literature review. Throughout the papers, this work attempts to learn about the types of images used, algorithms that are frequently used, techniques that are frequently used, and metrics used to test the correctness of the suggested approach. The most commonly used image type is medical images such as Magnetic Resonance Imaging, the algorithm that is widely used is a Convolutional Neural Networks based algorithm. The method that is widely used is a machine learning-based method, and the measurement that is widely used is a Peak Signal Noise Ratio measurement method to measure the accuracy of the algorithm.

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Published

2023-06-24

How to Cite

Image Error Detection: A Systematic Literature Review. (2023). G-Tech: Jurnal Teknologi Terapan, 7(3), 837-846. https://doi.org/10.33379/gtech.v7i3.2494

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