LEOD-Net: Learning Line-Encoded Bounding Boxes for Real-Time Object Detection

This paper proposes a learnable line encoding technique for bounding boxes commonly used in the object detection task. A bounding box is simply encoded using two main points: the top-left corner and the bottom-right corner of the bounding box; then, a lightweight convolutional neural network (CNN) i...

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Bibliographic Details
Main Authors: Hatem Ibrahem, Ahmed Salem, Hyun-Soo Kang
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/10/3699