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ELOS 2025

Optimized deweathering techniques for enhancing single remote sensing images

Apurva Kumari Singh, Speaker at Optics Conference
Institute of Technology, India
Title : Optimized deweathering techniques for enhancing single remote sensing images

Abstract:

Remote sensing encounters significant obstacles in accurately capturing Earth's surface details due to adverse weather conditions such as haze and fog, which obscure visibility. This poses a particular challenge in military surveying and aerial surveillance, where clear images are imperative for obtaining crucial information. Various initiatives have been launched to address these issues and enhance image quality. A recent study has introduced a novel approach to improving visibility in remote sensing images. Furthermore, the study explores different filtering-based methods, highlighting their significance in reducing the impact of haze and other atmospheric distortions in remote sensing imagery. These advancements are crucial for overcoming the limitations posed by challenging environmental conditions and ensuring the reliability of remote sensing data in critical applications.

Audience Take Away Notes:

  • Learn about the challenges posed by adverse weather conditions in remote sensing.
  • Understand a novel approach introduced in a recent study to enhance visibility in remote sensing images.
  • Yes, this research could serve as a valuable resource for other faculty members looking to expand their research or teaching in the field of remote sensing and image processing.
  • Yes provide the knowledge on different approaches that can effectively solve problems related to image quality and visibility caused by adverse weather conditions.

Biography:

She received the Ph.D. degree in electrical engineering from the Birla Institute of Technology and SciencePilani, Hyderabad. She is currently working as an Associate Professor with the Department of Electronics and Communication Engineering, B. V. Raju Institute of Technology (BVRIT) Narsapur, Hyderabad. Her research interests include digital image and video processing, particularly haze and fog removal, and contrast enhancement. She has 6+ years of experience of educational and industrial Projects at national/international levels. She is a reviewer of IEEE Transactions on Circuits and Systems for Video Technology, IEEE Access, ACM Computing Surveys, IET Image Processing, and Neurocomputing.

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