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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 spac…
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Computer Science

Study of computation

Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines (including the design and implementation of hardware and software).

Algorithms and data structures are central to computer science. The theory of computation concerns abstract models of computation and general classes of problems that can be solved using them. The fields of cryptography and computer security involve studying the means for secure communication and preventing security vulnerabilities. Computer graphics and computational geometry address the generation of images.

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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…
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Convolutional Neural Network
Artificial Intelligence
Wavelet Transform
Image Compression
Discrete Wavelet Transform
Computer Vision
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Materials Science
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