Original paper

Fast Coding Unit Partition Decision for HEVC Using Support Vector Machines

Volume: 29, Issue: 6, Pages: 1741 - 1753
Published: Jun 1, 2019
Abstract
Despite the several speedup methods proposed in the literature, the computational complexity of High Efficiency Video Coding (HEVC) video encoding is still a problem. This paper proposes a fast coding unit (CU) partition decision for use in HEVC encoders based on support vector machine (SVM)-trained offline. The SVM classifiers, features, and training procedures are described in detail, and a justification for the use of SVMs is provided. The...
Paper Details
Title
Fast Coding Unit Partition Decision for HEVC Using Support Vector Machines
Published Date
Jun 1, 2019
Volume
29
Issue
6
Pages
1741 - 1753
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