Samsung electronics co., ltd. (20240103612). SYSTEM AND METHOD FOR INTELLIGENT USER LOCALIZATION IN METAVERSE simplified abstract
Contents
- 1 SYSTEM AND METHOD FOR INTELLIGENT USER LOCALIZATION IN METAVERSE
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 SYSTEM AND METHOD FOR INTELLIGENT USER LOCALIZATION IN METAVERSE - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Potential Applications
- 1.6 Problems Solved
- 1.7 Benefits
- 1.8 Potential Commercial Applications
- 1.9 Possible Prior Art
- 1.10 Original Abstract Submitted
SYSTEM AND METHOD FOR INTELLIGENT USER LOCALIZATION IN METAVERSE
Organization Name
Inventor(s)
SYSTEM AND METHOD FOR INTELLIGENT USER LOCALIZATION IN METAVERSE - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240103612 titled 'SYSTEM AND METHOD FOR INTELLIGENT USER LOCALIZATION IN METAVERSE
Simplified Explanation
The present disclosure describes a method for intelligent user localization in a metaverse, involving the use of wearable head gear, inertial sensors, cameras, and machine learning models.
- Wearable head gear detects user movements and presents virtual content.
- Inertial sensor and camera generate sensor data and visual data, respectively.
- Visual data is mapped to a virtual world using associated images for user localization.
- Visual data and sensor data are provided to machine learning models for processing.
- Key points are extracted from visual data and categorized as stable or dynamic.
- Visual impacts with low weightage are removed, giving higher weightage to sensor data processed by the second machine learning model.
Potential Applications
This technology could be applied in virtual reality gaming, augmented reality experiences, virtual meetings, and immersive training simulations.
Problems Solved
This method solves the challenge of accurately localizing users in a virtual environment, enhancing the overall user experience and interaction within the metaverse.
Benefits
The benefits of this technology include improved user immersion, precise user localization, enhanced virtual content presentation, and a more realistic virtual experience.
Potential Commercial Applications
Commercial applications of this technology could include virtual reality gaming platforms, augmented reality applications for education and training, virtual event hosting platforms, and virtual tourism experiences.
Possible Prior Art
One possible prior art could be the use of similar sensor data and machine learning models in virtual reality systems for user tracking and interaction.
Unanswered Questions
How does this method handle occlusions in the visual data during user localization?
The abstract does not mention how the method addresses occlusions in the visual data that may occur during user localization.
What is the accuracy rate of user localization achieved by this method in various virtual environments?
The abstract does not provide information on the accuracy rate of user localization achieved by this method in different types of virtual environments.
Original Abstract Submitted
the present disclosure provides a method for intelligent user localization in a metaverse, including: detecting movements of a wearable head gear configured to present virtual content to a user, and generating sensor data and visual data using an inertial sensor and a camera, respectively, mapping the visual data to a virtual world using an image associated with the visual data to localize the user in the virtual world; providing the visual data and the sensor data to a first machine learning (ml) model and a second ml model, respectively; extracting a plurality of key points from the visual data and distinguishing stable key points and dynamic key points; and removing visual impacts corresponding to the visual data having a relatively low weightage, and providing a relatively high weightage to the sensor data processed through the second ml model.
