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Sentinel-2 Satellite Image Enhancement and Compression Based on DWT and Vector Quantization Read chapter Read first chapter

2023 | OriginalPaper | Chapter

Graph Theory-Based HEVC Video Compression of Satellite Videos

Authors : Anudeep Gandam, Jagroop Singh Sidhu, Manwinder Singh, Hardeep Kaur

Published in: Artificial Intelligence and Machine Learning in Satellite Data Processing and Services

Publisher: Springer Nature Singapore

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Abstract

The HEVC is an efficient video compression technique. The proposed study aimed to enhance conventional HEVC by explicitly designing a system that involves the adoption of Graph-based Encoding for compressing HD video frames. However, this research seeks to formulate analytical modeling followed by Multi-Level Optimization (MLO) in encoding to accomplish efficient retention of 8 K resolution in a compatible video frame while performing compression. The experimental setup shows that the proposed method achieves more efficient compression than conventional approaches.

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Metadata
Title
Graph Theory-Based HEVC Video Compression of Satellite Videos
Authors
Anudeep Gandam
Jagroop Singh Sidhu
Manwinder Singh
Hardeep Kaur
Copyright Year
2023
Publisher
Springer Nature Singapore
Book
Artificial Intelligence and Machine Learning in Satellite Data Processing and Services

Print ISBN: 978-981-19-7697-1

Electronic ISBN: 978-981-19-7698-8

Copyright Year: 2023

DOI
https://doi.org/10.1007/978-981-19-7698-8_3