Multi-level refinement feature pyramid network for scale imbalance object detection

• Main Authors: Aziz, Lubna, Salam, Md. Sah, Sheikh, Usman Ullah, Khan, Surat, Ayub, Huma, Ayub, Sara
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/95703/1/MdSahSalam2021_MultiLevelRefinementFeaturePyramid.pdf; http://eprints.utm.my/id/eprint/95703/; http://dx.doi.org/10.1109/ACCESS.2021.3130129

Object detection becomes a challenge due to diversity of object scales. In general, modern object detectors use feature pyramid to learn multi-scale representation for better results. However, current versions of feature pyramid are insufficient to handle scale imbalance, as it is inefficient to int...