Adaptive image coding efficiency enhancement using deep convolutional neural networks

Honggang Chen; Xiaohai He; Cheolhong An; Truong Q. Nguyen

doi:10.1016/j.ins.2020.03.042

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Adaptive image coding efficiency enhancement using deep convolutional neural networks

Honggang Chen Xiaohai He Cheolhong An Truong Q. Nguyen

Year: 2020 Journal: Information Sciences Vol: 524 Pages: 298-317 Publisher: Elsevier BV

DOI: 10.1016/j.ins.2020.03.042

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Keywords:

Computer science JPEG Artificial intelligence Image compression JPEG 2000 Upsampling Convolutional neural network Context-adaptive binary arithmetic coding Decoding methods Algorithmic efficiency Image quality Coding (social sciences) Coding tree unit Algorithm Computer vision Data compression Image processing Mathematics Image (mathematics)

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Advanced Image Processing Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Image and Signal Denoising Methods

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advanced Vision and Imaging

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Adaptive image coding efficiency enhancement using deep convolutional neural networks

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