KSVM-Based Fast Intra Mode Prediction in HEVC Using Statistical Features and Sparse Autoencoder

KSVM-Based Fast Intra Mode Prediction in HEVC Using Statistical Features and Sparse Autoencoder

High Efficiency Video Coding (HEVC) is designed to deliver a video communication with better quality at reduced bit rate. For intra coding, HEVC employs an effective hierarchical quad tree partitioning and an exhaustive optimal mode search which increases the time complexity. Aiming this issue, we p...

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Bibliographic Details
Main Authors: Preethi S. Nair, Madhu S. Nair
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
HEVC
intra mode prediction
RMD
SVM
Hu moments
sparse autoencoder
Online Access:https://ieeexplore.ieee.org/document/10480436/

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