文件名称：DeepPose-Human Pose Estimation via Deep Neural Networks
文件大小：1.23MB
文件格式：PDF
更新时间：2018-06-10 04:36:45
DeepLearning
We propose a method for human pose estimation based on Deep Neural Networks (DNNs). The pose estimation is formulated as a DNN-based regression problem towards body joints. We present a cascade of such DNN regressors which results in high precision pose estimates. The approach has the advantage of reasoning about pose in a holistic fashion and has a simple but yet powerful formulation which capitalizes on recent advances in Deep Learning. We present a detailed empirical analysis with state-ofart or better performance on four academic benchmarks of diverse real-world images.