An Improved Technique for Enhancement of Satellite Image

Bogireddy Gari Sairekha*
Jawaharlal Nehru Technological University Anantapur (JNTUA), Anantapuramu, Andhra Pradesh, India.
Periodicity:April - June'2024
DOI : https://doi.org/10.26634/jip.11.2.20816

Abstract

In the age of artificial intelligence, remote sensing and especially satellite imagery are gaining widespread interest among the computer science community in their efforts to enable machines to recognize their environment through satellite image classification. Imaging satellites provide images of Earth that are collected, analyzed, and processed for both civil and military purposes. Satellite images are an important source of data, captured by artificial satellites orbiting the Earth. These images are susceptible to noise and irregular illumination, which can affect their quality. This paper proposes an improved enhancement technique that increases the visual perception of the image while preserving its details. The proposed method uses image processing techniques with contrast enhancement to improve image quality. By enhancing contrast, this technique significantly benefits the creation of high-quality images. The effectiveness of the proposed method is evaluated using PSNR, entropy, and histogram analysis.

Keywords

Image Processing, Image Enhancement, Quality Measurements, Satellite Imaging.

How to Cite this Article?

Sairekha, B. G. (2024). An Improved Technique for Enhancement of Satellite Image. i-manager’s Journal on Image Processing, 11(2), 10-16. https://doi.org/10.26634/jip.11.2.20816

References

[1]. Ahuja, S. N., & Biday, S. (2013). A survey of satellite image enhancement techniques. International Journal of Advanced and Innovative Research (IJAIR), 2, 131-136.
[2]. Bajpai, K., & Soni, R. (2017). Analysis of image enhancement techniques used in remote sensing satellite imagery. International Journal of Computer Applications, 169(10), 1-11.
[6]. Kaur, K., & Kaur, B. (2017). Upgraded dominant brightness level based image enhancement using illuminate normalization. Indian Journal of Science and Technology, 10 (31), 1-15.
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