Deep Image Compression is an end-to-end tool for extreme image compression using deep learning. It outperforms JEPG, HEIC(state-of-the-art traditional image compression method, derived from H.265, ...

Enhance Image Reconstruction Quality: To ensure high-quality image reconstruction, particularly for lossy compression, using sophisticated neural network models. Evaluate Deep Learning Architectures: ...

Abstract: Image compression is a crucial aspect of handling vast amounts of visual data in applications ranging from multimedia communication to storage efficiency. This research paper explores the ...

researchers have started rethinking compression as a computer vision problem, building new solutions with machine learning, particularly using versatile deep learning modules. In this way, image ...

Abstract: Lung image compression and segmentation are essential diagnostic and monitoring techniques for a variety of respiratory ailments. We present a novel deep learning-based technique ...