A multi-scale convolutional neural network and discrete wavelet transform based retinal image compression

Exploring foci of: 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 January 2025 • Dalila Chikhaoui, Mohammed Beladgham, Mohamed Benaissa, Abdelmalik Taleb‐Ahmed 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… Open Article Page

Convolutional Neural Network Computer Science Artificial Intelligence Wavelet Transform Image Compression Discrete Wavelet Transform Computer Vision Geography Materials Science Open Article

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