Attitude recognition method and system based on thermodynamic diagram and offset vector and storage medium

The invention discloses an attitude recognition method and a system based on a thermodynamic diagram and an offset vector, and a storage medium. The method comprises the following steps: obtaining a to-be-recognized target image; performing feature extraction on the to-be-recognized target image; pr...

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Hauptverfasser: XIAO JING, QU GUANGZHUO, LI HAICHAO
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses an attitude recognition method and a system based on a thermodynamic diagram and an offset vector, and a storage medium. The method comprises the following steps: obtaining a to-be-recognized target image; performing feature extraction on the to-be-recognized target image; predicting key point positions according to the extracted features; correcting the predicted key points, and determining final positions of the key points; and determining attitude information of a to-be-recognized target according to the key points. According to the method, the features of the imageare extracted, then the key point positions are predicted, the prediction result can be corrected, and finally, the attitude information is obtained through recognition. More accurate attitude information can be obtained, and the method can be widely applied to the technical field of deep learning. 本发明公开了基于热力图和偏移向量的姿态识别方法、系统及存储介质,方法包括:获取待识别目标图像;对所述待识别目标图像进行特征提取;根据提取的特征,预测关键点位置;对预测得到的关键点进行修正,确定关键点的最终位置;以及根据所述关键点,确定待识别目标的姿态