Multimodal Smart Eyewear for Natural Object Recognition
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Solution Overview
Problem
Current augmented reality technologies face challenges in efficiently connecting offline real scenes with online virtual information for natural and intuitive human-machine interaction, particularly in detecting and recognizing objects without manual labeling, which limits user experience and interaction flexibility.
Innovation Solution
A smart eyewear apparatus that utilizes multimodal inputs such as image, voice, touch, and sensing information to generate operation commands through comprehensive logical analysis, enabling users to interact with both real and virtual environments in a more natural and intuitive manner, with a split-mount control device processing the core logic to reduce device size and heat issues.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Difficulty of detecting and measuring
If manual labeling technologies (2D code, NFC, WiFi positioning) are used to detect offline objects, then object detection can be achieved, but deployment and maintenance costs increase, and interaction becomes less natural
Solution Approach 1:
The patent extracts the labeling requirement from the interaction system by using natural picture recognition technology that can automatically identify objects without any manual labeling. The system processes image data acquired by a camera to automatically determine object identity, category, and spatial posture, eliminating the need for 2D codes, NFC tags, or WiFi positioning infrastructure.
2Difficulty of detecting and measuring
If manual labeling technologies are used, then object detection is possible, but the interaction loses naturalness and intuitiveness
Solution Approach 1:
The system enables self-service object recognition where the computer automatically identifies and tracks objects in the real scene without requiring users to manually label or prepare objects. The natural picture recognition technology performs intelligent analysis of image data to automatically determine object identity, category, and spatial posture, making the interaction as natural as human visual perception.
3Adaptability or versatility
If all processing functions are integrated in the smart eyewear apparatus, then interaction functionality is complete, but device size increases and heat dissipation becomes problematic
Solution Approach 1:
The patent segments the smart eyewear system into a lightweight wearable apparatus that captures images and a separate processing system that performs comprehensive logic analysis. The smart eyewear apparatus primarily acquires image data and transmits it to an external device for processing, thereby reducing the computational burden and hardware requirements of the wearable component while maintaining complete interaction functionality.
Data Source
AI summary
An object of the present disclosure is to provide a method for interacting based on multimodal inputs, which enables a higher approximation to user natural interaction, comprising: acquiring a plurality of input information from at least one of a plurality of input modules; performing comprehensive logic analysis of the plurality of input information so as to generate an operation command, wherein the operation command has operation elements, the operation elements at least including an operation object, an operation action, and an operation parameter; and performing a corresponding operation on the operation object based on the operation command.