4/8/2023 0 Comments Check cashed v7![]() The pictorial structure framework (PSF) is commonly referred to as one of the traditional methods to estimate human pose. This was used to predict joints in the human body. Classical approaches to 2D Human Pose EstimationĬlassical approaches usually refer to techniques and methods involving swallow machine learning algorithms.įor instance, the earlier work to estimate human pose included the implementation of random forest within a “pictorial structure framework”. We will also explain how classical approaches fail to capture the geometric and motion information of the human body, and how deep learning algorithms such as the CNNs excel at it. ![]() This section explores the two approaches: the classical approach and the deep learning-based approach to HPE. HPE approaches are primarily in the area of computer vision, and it is used to understand geometric and motion information of the human body, which can be very intricate. ![]()
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