Blur-Robust Object Detection Using Feature-Level Deblurring via Self-Guided Knowledge Distillation

Images captured from real-world environments often include blur artifacts resulting from camera movement, dynamic object motion, or out-of-focus. Although such blur artifacts are inevitable, most object detection methods do not have special considerations for them; therefore, they may fail to detect...

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Bibliographic Details
Main Authors: Sung-Jin Cho, Seung-Wook Kim, Seung-Won Jung, Sung-Jea Ko
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9844709/