Virtual Space Gaze and Emotion Inference With Lower Calculation Load
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Solution Overview
Problem
Existing technologies face challenges in estimating a user's emotion towards a specific object in a virtual space while incurring high calculation loads due to image processing requirements for line-of-sight detection.
Innovation Solution
An information processing device that includes an output control unit, line-of-sight estimation unit, and emotion estimation unit to estimate a user's emotion based on a captured image and a predetermined range on an output image, without the need for complex image processing.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If line-of-sight detection is performed using point light source and image processing on captured image, then line-of-sight estimation accuracy is improved, but calculation load increases
Solution Approach 1:
The patent extracts only the necessary information for line-of-sight estimation from the captured image, rather than performing comprehensive image processing. By focusing on specific features (such as eye position and orientation) and using simplified geometric calculations based on camera parameters, the system achieves adequate line-of-sight estimation without the heavy computational burden of full image analysis.
2Measurement precision
If complex image processing is performed to detect line-of-sight, then line-of-sight detection accuracy is improved, but processing time increases
Solution Approach 1:
The patent performs preliminary setup by storing camera parameters (focal length, optical center, etc.) before line-of-sight detection is needed. During actual detection, the system uses these pre-prepared parameters in simple geometric calculations rather than performing complex image processing, significantly reducing processing time while maintaining detection accuracy.
3Measurement precision
If emotion estimation is performed toward specific objects in virtual space, then interaction accuracy is improved, but system complexity increases
Solution Approach 1:
The patent segments the virtual space into multiple regions or objects of interest, and performs emotion estimation specifically toward these segmented targets. By dividing the complex task of monitoring the entire virtual environment into smaller, focused estimations toward individual objects, the system achieves accurate emotion detection without overwhelming system complexity.
Data Source
AI summary
One of the purposes of the present disclosure is to provide a virtual space providing device and the like that are capable of inferring a feeling of a user, who uses a virtual space, toward a specific target while suppressing calculation load. An information processing device according to one aspect of the present disclosure comprises: an output control means for performing control to output an output image, which is an image according to an avatar in a virtual space, to a user who operates the avatar; a line-of-sight inference means for inferring the line of sight of the user on the basis of a predetermined range in the output image; and a feeling inference means for inferring a feeling of the user on the basis of a captured image in which the user imaged by an imaging device is included.


