Reading: ARTN — Artifact Reduction Temporal Network (Codec Filtering)

Temporal-CNN Architecture, Outperforms ARCNN, VRCNN, VSRNet, DS-CNN

Outline

1. ARTN: Network Architecture

ARTN: Network Architecture
(a) Original Inception Block, (b) Modified Inception Block

2. Experimental Results

JCT-VC sequences: training set
JCT-VC sequences: test set
PSNR & SSIM on Test Set Using HEVC, H.264/AVC and MPEG-2 Codecs
(a) H.264/AVC. (b) ARCNN. (c) Baseline. (d) ARTN. (e) Ground Truth.

There are many visualized results in the paper. Also, there are also results about the flickering effect. Please feel free to visit the paper if interested.

This is the 12th story in this month!

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