FoveaBox: Beyound Anchor-Based Object Detection

We present FoveaBox, an accurate, flexible, and completely anchor-free framework for object detection. While almost all state-of-the-art object detectors utilize predefined anchors to enumerate possible locations, scales and aspect ratios for the search of the objects, their performance and generali...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 29; pp. 7389 - 7398
Main Authors:	Kong, Tao, Sun, Fuchun, Liu, Huaping, Jiang, Yuning, Li, Lei, Shi, Jianbo
Format:	Journal Article
Language:	English
Published:	New York IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	anchor free Anchors Aspect ratio Bells Benchmarks Boxes Detectors Feature extraction foveabox Object detection Object recognition Parameter sensitivity Proposals Sun Training Visualization
ISSN:	1057-7149, 1941-0042
Online Access:	Get full text
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