Search Results for author: Stephen Hoefs

Found 2 papers, 1 papers with code

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art

1 code implementation10 Sep 2023 Aref Miri Rekavandi, Shima Rashidi, Farid Boussaid, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun

Transformers have rapidly gained popularity in computer vision, especially in the field of object recognition and detection.

Object object-detection +2

A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance

no code implementations26 Jul 2022 Aref Miri Rekavandi, Lian Xu, Farid Boussaid, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun

Small object detection (SOD) in optical images and videos is a challenging problem that even state-of-the-art generic object detection methods fail to accurately localize and identify such objects.

Decision Making Object +2

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