How we scan and measure the human body step by step
We begin with quite a simple step – using images from a smartphone or web camera we detect and scan a targeted human body with the help of computer vision technology. The detected human body outline is then instantly transferred to be processed by the algorithm of the neural networks.
The neural networks then detect and determine key points and produce a set of probability maps for each keypoint. These maps are combined and processed with predetermined filters at every stage.
Key points located on the images are then used as initialization for the 2D contour matching to begin. A virtual camera is used in order to build each of the 2D contour models into a parameterized 3D human body model projection onto an image plane.
By matching virtual 2D models with real 3D human models we ensure that there is little to no errors in scanning of the human body and in processing of measurements. The 3D matching is also used to build a 3D model of a human body.
The scope of technology that we use to detect, scan and measure the human body.