Indonesian Journal of Electrical Engineering and Computer Science • Vol 38 • No 1
A multi-scale convolutional neural network and discrete wavelet transform based retinal image compression
2025
The different applications of medical images have contributed significantly to the growing amount of image data. As a result, compression techniques become essential to allow real-time transmission and storage within limited network bandwidth and storage space. Deep learning, particularly convolutional neural networks (CNN) have marked rapid advances in many computer vision tasks and have progressively drawn attention for being used in image compression. Therefore, we present a method for compressing retinal image…