Neural Network Approach for 2-Dimension Person Pose Estimation With Encoded Mask and Keypoint Detection

We present an innovative approach for 2D person pose estimation by developing a convolutional neural network for human 2-channel mask prediction and human 2D pose estimation. Conceptually our idea is simple, inspired by prior image segmentation research in general. We establish a perception that exp...

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Veröffentlicht in:	IEEE access 2020, Vol.8, p.107760-107771
Hauptverfasser:	Rizwan, Tahir, Cai, Yunze, Ahsan, Muhammad, Sohail, Noman, Nasr, Emad Abouel, Mahmoud, Haitham A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks computer vision Convolution Detectors Feature extraction Heating systems Image segmentation Mask prediction neural network Neural networks person 2D system person keypoint detection Pose estimation Two dimensional displays
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