IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Pseudo-Blind Convolutional Neural Network for the Reduction of Compression Artifacts

Author(s): Yoonsik Kim ; Jae Woong Soh ; Jaewoo Park ; Byeongyong Ahn ; Hyun-Seung Lee ; Young-Su Moon ; Nam Ik Cho
Sponsor(s): IEEE Circuits and Systems Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1558-2205
ISSN (Paper): 1051-8215
DOI: 10.1109/TCSVT.2019.2901919
Regular:

This paper presents methods based on convolutional neural networks (CNNs) for removing compression artifacts. We modify the Inception module for the image restoration problem and use it as a... View More

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