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Conference Paper ECM-based Sub-optimal VCM Coding Architecture for Image Object Detection
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Authors
Eun-bin An, A-young Kim, Soon-heung Jung, Hyon-Gon Choo, Jeong-il Seo, Kwang-deok Seo
Issue Date
2023-01
Citation
International Workshop on Advanced Image Technology (IWAIT) 2023, pp.110-110
Language
English
Type
Conference Paper
Project Code
22HH5900, Video Coding for Machine, Jeongil Seo
Abstract
In this paper, we analyze the performance of VCM when the beyond VVC is applied. In addition, we propose an ECM-based sub-optimal encoding that adaptively turns on the In-loop filter according to the bitrate, to reduce computational complexity without degrading BD-Rate performance.
KSP Keywords
Computational complexity, Image object, In-Loop Filter, Object detection, loop-filter(LF), rate performance