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Adaptive region encoding for efficient video object detection in edge computing

delete2026-01-13
delete0
PRE
AI
L
Lisha Gao
J
Jing Tan
H
H. Yang
Z
Zhenxuan Xu
Z
Zhaowu Huang
F
Fang Dong
S
Shuo Han
DOI：10.1016/j.knosys.2026.115323delete
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Abstract

Abstract

En 中文
• Proposed AROIE to optimize QP values, cutting video data while keeping accuracy. • Developed an A2C-based DRL algorithm for dynamic QP adjustment. • Experiments on multiple datasets show superior compression and accuracy.

Journal

K
Knowledge-Based Systems
IF:
7.6
Papers:
1.3W
Citations:
4.5W

Organization

S
state grid jiangsu electric power co ltd
Scholars:
79
Papers: 34
Citations: 0
S
Southeast University
Scholars:
2.1W
Papers: 8.6K
Citations: 480
Cited Papers

Cited Papers

No cited papers available