Human Pose Estimation Based on Deep Neural Network
Lingfei Zhu, Wanggen Wan · 2018
This paper aimed to single pose estimation of two-dimensional image based on the deep neural network. We constructed a Stacked Hourglass network structure on the training data set, regress the precise pixel location of human body joint point through heat map with different activation function is analyzed and compared, which had certain reference value to the improvement on the final performance. At the same time, this paper analyzes the theory and application of multi-scale and analyzes the structure and advantages of network.