Enhanced multi-task learning architecture for detecting pedestrian at far distance

Existing pedestrian detection methods suffer from performance degradation in the presence of small-scale pedestrians who are positioned at far distance from the camera. We present a pedestrian detection framework that is not only robust to small- and large-scale pedestrians, but is also significantl...

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Bibliographic Details
Main Authors: Zhou, Chengju, Wu, Meiqing, Lam, Siew-Kei
Other Authors: College of Computing and Data Science
Format: Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/178581
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Institution: Nanyang Technological University
Language: English