Synergistic Camera-Based Stress Determination Systems

Publication ID: 24-11857323_0003_PTD
Published: November 07, 2025
Category:Synergistic Combinations

Legal Citation

pr1or.art Inc., “Synergistic Camera-Based Stress Determination Systems,” Published Technical Disclosure No. 24-11857323_0003_PTD, Published November 07, 2025, available at https://archive.pr1or.art/24-11857323_0003_PTD
This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 11,857,323.

Summary of the Inventive Concept

Integrating camera-based stress determination with emerging technologies like AI, IoT, and blockchain to create more powerful and secure systems for stress monitoring and management.

Background and Problem Solved

The original patent disclosed a system and method for camera-based stress determination, which, although effective, had limitations in terms of data security, real-time monitoring, and personalized stress management. The new inventive concept addresses these limitations by combining the patented technology with other distinct technologies to create a more comprehensive and robust system.

Detailed Description of the Inventive Concept

The new inventive concept encompasses various synergistic combinations of camera-based stress determination with AI, IoT, and blockchain technologies. For instance, Claim 1 integrates a blockchain-based data storage module to securely store and share determined bitplanes. Claim 2 combines camera-based stress determination with AI-powered prediction engines to predict stress levels. Claim 3 incorporates a wearable device with a camera module, processing unit, and wireless communication module for real-time stress monitoring. Claim 4 integrates camera-based stress determination with IoT-enabled wearable devices and servers for personalized stress management. Claim 5 utilizes a blockchain-based system for secure and transparent stress data sharing.

Novelty and Inventive Step

The new claims introduce novel and non-obvious combinations of camera-based stress determination with AI, IoT, and blockchain technologies, providing enhanced security, real-time monitoring, and personalized stress management capabilities that are not present in the original patent.

Alternative Embodiments and Variations

Alternative embodiments of the inventive concept could include integrating camera-based stress determination with other emerging technologies like augmented reality, 5G networks, or advanced materials. Variations could include using different types of cameras, processing units, or blockchain-based systems to achieve the same synergistic effects.

Potential Commercial Applications and Market

The inventive concept has significant commercial potential in the healthcare, wellness, and wearable technology industries, where stress monitoring and management are critical. The market for stress management solutions is expected to grow significantly in the coming years, driven by increasing awareness of mental health and wellness.

Field of Art

Biomedical signal processing, computer vision, and machine learning technologies focused on physiological stress detection using image-based analysis

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in computer vision, neural networks, signal processing, and healthcare monitoring technologies, typically holding a graduate degree in electrical engineering, computer science, or biomedical engineering with experience in machine learning and physiological signal analysis

Obviousness Rationale

A person having ordinary skill would recognize that integrating camera-based stress determination with emerging technologies like blockchain, IoT, and AI represents predictable combinations of known techniques. The source patent establishes a foundational method for stress detection using image processing, which naturally invites extensions into data management, predictive analysis, and distributed monitoring systems. These variations represent straightforward technological integrations that would be apparent to a skilled practitioner seeking to enhance the original stress determination methodology.

Obvious Combinations & Variations

Source Patent Element
Camera-based image sequence processing for stress determination using LSTM neural networks
PTD Variation
Incorporating blockchain-based secure data storage for processed bitplanes
Obviousness Reasoning
Blockchain represents a known secure data management technique, and a PHOSITA would recognize its applicability to protecting sensitive physiological data as a predictable design enhancement
Source Patent Element
Trained processing unit for analyzing image sequences
PTD Variation
Integrating AI-powered prediction engines to forecast stress levels beyond initial determination
Obviousness Reasoning
Extending machine learning techniques to predictive analytics is a standard progression in signal processing technologies, representing an obvious iterative improvement
Source Patent Element
Image sequence capture of human body parts for stress analysis
PTD Variation
Implementing wearable device with integrated camera and wireless communication modules
Obviousness Reasoning
Miniaturization and mobile integration of medical monitoring technologies is a well-established design approach with predictable implementation strategies
Source Patent Element
Processing bitplanes across RGB color channels
PTD Variation
IoT-enabled stress monitoring systems with distributed server-side analysis
Obviousness Reasoning
Distributed computing architectures are standard techniques for expanding computational capabilities of medical monitoring systems
35 U.S.C. § 103 Summary: Based on US Patent 11857323's foundational teachings of camera-based stress determination, the present publication demonstrates that the claimed technological variations represent obvious extensions employing standard techniques in signal processing, machine learning, and distributed computing. A person having ordinary skill in the art would find the disclosed combinations to be straightforward implementations using known technological approaches, thereby rendering subsequent claims obvious and anticipatable by the prior art.

Original Patent Information

Patent NumberUS 11,857,323
TitleSystem and method for camera-based stress determination
Assignee(s)NURALOGIX CORPORATION