Research on Keypoint-based Object Detection
2021 2nd International Conference on Electronics, Communications and Information Technology (CECIT)(2021)
摘要
With the help of deep learning, especially the development of convolutional neural networks, object detection has been greatly promoted and developed. Keypoint-based object detection approach uses keypoints for objection detection and is a new research focus. This paper sorts out the development of keypoint-based object detection, analyzes and compares representative networks, and summarizes loss functions in training procedures, and discusses the problems and development of keypoint-based object detection trends.
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关键词
keypoint,object detection,deep learning,computer version
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