Concepedia

Image compression with neural networks – A survey

Signal Processing Image Communication · 1999 · 176 citations · 49 references

Concepts

ComputingComputer ScienceComputer VisionDigital ImagingMachine LearningData CompressionDeep LearningDigital Image ProcessingImage CompressionImage ProcessingNeural NetworksAutoencoder-based CompressionConvolutional Neural NetworksDeep Learning-based Image CompressionLossless Image CompressionVideo Compression

References

49

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

An introduction to computing with neural nets

Richard P. Lippmann · IEEE ASSP Magazine · 1987 · 7.9K citations

Computing, Computer Science, Artificial Intelligence +16

Embedded image coding using zerotrees of wavelet coefficients

J.M. Shapiro · IEEE Transactions on Signal Processing · 1993 · 4.8K citations

Arts, Computer Science, Computer Vision +16

Simplified neuron model as a principal component analyzer

Erkki Oja · Journal of Mathematical Biology · 1982 · 2.3K citations

Life Sciences, Neuroscience, Computational Neuroscience +12

Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression

John Daugman · IEEE Transactions on Acoustics Speech and Signal Processing · 1988 · 1.8K citations

Arts, Biomedical Engineering, Biomedical Imaging +13