Image Compression Using Discrete Wavelet Transform and Convolution Neural Networks

Author:

Kumar Gottapu Santosh,Rani M. Laxmi PrasannaORCID

Publisher

Springer Science and Business Media LLC

Reference18 articles.

1. Theis L, Shi W, Cunningham A, Huszár F (2017) Lossy image compression with compressive autoencoders. arX prepr arX. https://doi.org/10.48550/arXiv.1703.00395

2. Mishra D, Singh SK, Singh RK (2020) Wavelet-based deep auto encoder-decoder (WDAED)-based image compression. IEEE Trans Circuits Syst Video Technol 31(4):1452–1462

3. Kumar GS, Rajasekhar K (2017) Performance analysis of levenberg-marquardt and steepest descent algorithms based ANN to predict compressive strength of sifcon using manufactured sand. J Eng Sci Technol Int J JESTECH 20:1396–1405

4. Gottapu Santosh Kumar, Rajasekhar K (2016) Artificial neural networks for prediction of compressive strength of SIFCON for Different Fibre Fractions, International conference on recent trends in engineering, science and technology (ICRTEST-2016), pp 353–357, Hyderabad, 25–27 Oct 2016

5. Cheng Z, Sun H, Takeuchi M, Katto J (2018) Performance comparison of convolutional autoencoders, generative adversarial networks and super-resolution for image compression, Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR) workshops, pp 2613–2616.

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