DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection

DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection

We present a framework for attention-based video object detection using a simple yet effective external memory management algorithm. An attention mechanism has been adopted in video object detection task to enrich the features of key frames using adjacent frames. Although several recent studies util...

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Bibliographic Details
Main Authors: Si-Dong Roh, Ki-Seok Chung
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Attention mechanism
diversity-aware
neural networks
spatio-temporal
video object detection
Online Access:https://ieeexplore.ieee.org/document/9874741/

Internet

https://ieeexplore.ieee.org/document/9874741/

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