Reading: Li VCIP’17 — CNN-Based Rate Control (HEVC Intra Prediction)

Outperforms the Conventional SATD-Based Approach

CNN-Based Rate Control

Outline

1. Conventional Rate Control (RC)

1.1. Basic RC

1.2. SATD Based RC

2. Proposed CNN-Based Rate Control

2.1. Network Architecture

Network Architecture

2.2. Training

2.3. Testing

3. Experimental Results

rate control error (%)
BD-Rate (%)
Some detailed Results

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