Adaptive Camera-Based Stress Determination for Niche Environments
Legal Citation
Summary of the Inventive Concept
This inventive concept adapts the original camera-based stress determination system to cater to specific, high-stakes environments, ensuring accurate stress detection and mitigation in extreme or unique operational settings.
Background and Problem Solved
The original patent's system and method for camera-based stress determination, while effective, have limitations in addressing the distinct challenges posed by high-security environments, disaster relief scenarios, extreme weather conditions, high-stress occupations, and remote or isolated areas. This inventive concept addresses these limitations by introducing specialized variations and niche solutions tailored to these specific contexts.
Detailed Description of the Inventive Concept
The inventive concept encompasses four primary adaptations: 1) a high-security environment system utilizing facial expression analysis to detect stress levels and alert security personnel; 2) a disaster relief method deploying portable camera units to prioritize medical attention based on stress levels; 3) an extreme weather condition system providing personalized stress mitigation recommendations; 4) a high-stress occupation method integrating camera modules into wearable devices for personalized stress management; and 5) a remote or isolated area system offering remote stress counseling services. Each adaptation leverages the original patent's camera-based stress determination technology, modified to accommodate the unique demands of its respective niche environment.
Novelty and Inventive Step
The new claims introduce novel combinations of camera-based stress determination with specialized operational environments, providing an inventive step beyond the original patent's general-purpose system. The adaptations' specific components, such as weather-resistant camera modules, satellite-connected camera modules, and wearable devices, demonstrate non-obvious improvements over the original patent.
Alternative Embodiments and Variations
Alternative embodiments may include adapting the system for use in other niche environments, such as high-altitude or underwater settings. Variations could involve integrating additional sensors or data sources to enhance stress detection accuracy or incorporating machine learning algorithms to improve the system's adaptability to diverse operational contexts.
Potential Commercial Applications and Market
This inventive concept has significant commercial potential in various industries, including security services, disaster relief organizations, extreme weather event response teams, high-stress occupation sectors (e.g., healthcare, finance), and remote or isolated area support services. The market demand for specialized stress detection and mitigation solutions in these niches is substantial, and this inventive concept is well-positioned to capitalize on these opportunities.
Section 103 Obviousness Analysis (PHOSITA)
Field of Art
Biomedical signal processing, computer vision, and stress detection technologies involving machine learning and image analysis techniques
Person of Ordinary Skill (PHOSITA) Profile
An engineer with expertise in computer vision, neural networks, signal processing, and human physiological monitoring, typically holding a masters or PhD in electrical engineering, computer science, or biomedical engineering
Obviousness Rationale
A person skilled in the art would recognize that the source patent's camera-based stress determination method provides a generalizable framework that can be readily adapted to specialized environments by integrating domain-specific contextual parameters and sensor configurations. The core machine learning and image processing techniques remain fundamentally consistent across different application scenarios, with modifications representing predictable engineering variations. The PTD's proposed adaptations represent straightforward extensions of the original patent's core technological approach.
Obvious Combinations & Variations
Original Patent Information
| Patent Number | US 11,857,323 |
|---|---|
| Title | System and method for camera-based stress determination |
| Assignee(s) | NURALOGIX CORPORATION |