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Sunday, December 11, 2022 8:01:09 AM
Source
https://www.newstrail.com/wimi-develops-3d-gesture-tracking-algorithm-to-build-intelligent-hci-model/
December 9, 2022
In recent years, with the continuous research work in machine learning, computer vision, and computer graphics, it has been recognized that gesture is an essential way of communication between humans and computers and plays a vital role in human-computer interaction. With the rapid development of mobile Internet and Internet of Things technology, gesture recognition and tracking have become essential for the new generation of human-computer interaction.
It is understood that WiMi Hologram Cloud, Inc. (NASDAQ:WIMI) is working on a 3D gesture tracking algorithm. This is a method of tracking the user’s gestures by capturing the position of the target gesture and transforming its motion trajectory into consecutive points in the video frame, intending to parse human gestures through mathematical algorithms. The 3D gesture tracking algorithm is a fundamental research direction in computer vision. The algorithm tracks user gestures (3D gestures) through user gestures, camera pose, and camera position information, which somewhat solves the gesture tracking problem in video streams.
The difference between 3D gesture recognition is that it can recognize various gestures and movements, an important trend in the current development of gesture recognition technology. Its multi-angle 3D imaging can be realized using a unique algorithm after image acquisition through the camera. It does not need to wear any sensor or marker. Just ordinary cameras can output hand movement trajectory synchronously, which has the characteristics of naturalness, ease of use, scalability, and accuracy.
WiMi’s 3D gesture tracking algorithm system is divided into three parts regarding functional modules:
- image information acquisition,
- image processing analysis, and
- result output.
The core is the gesture tracking and the feature extraction and segmentation of gestures.
Combining digital image processing, artificial intelligence, computer vision, and other technologies, WiMi’s 3D gesture tracking algorithm system can complete 3D imaging of human hands, and identify and track gestures, and at the same time, combined with accurate depth information, so that users can interact with the computer more naturally. It can enhance the interaction experience between users and computers and effectively reduce the error rate when users operate. As mobile devices become portable, more and more sensors are installed in mobile terminals, making it possible for smartphones, tablets, and other mobile devices to obtain information about users’ hand movements in real-time.
Three-dimensional gesture tracking algorithm has been widely used in many fields such as entertainment games, education, medical and industrial production. It can build a more efficient communication bridge between machines and humans, making life more colorful and intelligent.
With the continuous development of gesture tracking and recognition technology, the application area of gesture for interaction will also become more extensive. In the future, WiMi plans to expand the application of 3D gesture tracking algorithms in virtual reality, robot remote control, intelligent driving, games, and entertainment.
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