IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Author(s): Raviteja Vemulapalli ; Oncel Tuzel ; Ming-Yu Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 27 June 2016
Page(s): 4,801 - 4,809
ISBN (Electronic): 978-1-4673-8851-1
ISSN (Electronic): 1063-6919
DOI: 10.1109/CVPR.2016.519
Regular:

We propose a novel end-to-end trainable deep network architecture for image denoising based on a Gaussian Conditional Random Field (GCRF) model. In contrast to the existing discriminative... View More

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