An Efficient Multi-Scale Feature Compression With QP-Adaptive Feature Channel Truncation for Video Coding for Machines

Machine vision-based intelligent applications that analyze video data collected by machines are rapidly increasing. Therefore, it is essential to efficiently compress a large volume of video data for machine consumption. Accordingly, the Moving Picture Experts Group (MPEG) has been developing a new...

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Bibliographic Details
Main Authors: Yong-Uk Yoon, Dongha Kim, Jooyoung Lee, Byung Tae Oh, Jae-Gon Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10225734/