Deep learning based image compression

• Main Author: Ηλιοπούλου, Σοφία
• Other Authors: Iliopoulou, Sofia
• Language: English
• Published: 2022
• Subjects: Image compression; Deep learning; Autoencoders; Convolutional neural networks; Συμπίεση εικόνων; Βαθιά μάθηση; Αυτοκωδικοποιητές; Συνελικτικά νευρωνικά δίκτυα

Image compression is a research topic that has interested both the academic community and the business world for decades. The large size of media files combined with the popularity of social media and streaming services, render image compression necessary. However, it is imperative to maintain a dec...