IEEE - Institute of Electrical and Electronics Engineers, Inc. - Denoising hybrid noises in image with stacked autoencoder

2015 IEEE International Conference on Information and Automation (ICIA)

Author(s): Xiufen Ye ; Lin Wang ; Huiming Xing ; Le Huang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2015
Conference Location: Lijiang, China
Conference Date: 8 August 2015
Page(s): 2,720 - 2,724
ISBN (Electronic): 978-1-4673-9104-7
ISBN (USB): 978-1-4673-9103-0
DOI: 10.1109/ICInfA.2015.7279746
Regular:

A method based on sparse denoising autoencoder for denoising hybrid noises in image is proposed in this paper. The method is experimented on natural images and the performance is evaluated in... View More

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