Published Technical Disclosure Archive

Enhanced Specialized Variations & Niche Solutions Technical Implementation

Publication ID: 24-11858154_0009_PTD
Published: October 29, 2025
Category:Specialized Variations & Niche Solutions

Legal Citation

pr1or.art Inc., “Enhanced Specialized Variations & Niche Solutions Technical Implementation,” Published Technical Disclosure No. 24-11858154_0009_PTD, Published October 29, 2025, available at https://archive.pr1or.art/24-11858154_0009_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. 11,858,154.

Summary of the Inventive Concept

An improved approach to specialized variations & niche solutions that builds upon the source patent's technical foundation.

Background and Problem Solved

The source patent addresses core functionality, but specialized variations & niche solutions presents opportunities for technical enhancement and expansion.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements specialized variations & niche solutions enhancements while maintaining compatibility with the original patent's architecture. This includes specific components, mechanisms, and implementation details that enable someone skilled in the art to practice this invention without undue experimentation.

Novelty and Inventive Step

Introduces new technical features and approaches that were not present in the source patent, specifically targeting specialized variations & niche solutions improvements.

Alternative Embodiments and Variations

Multiple technical implementation approaches that provide flexibility while maintaining the core inventive concept.

Potential Commercial Applications and Market

Broad market applicability across industries that can benefit from specialized variations & niche solutions enhancements.

CPC Classifications

SectionClassGroup
B B26 B26B19/388
B B26 B26B19/20
A A45 A45D2026/008
A A45 A45D2044/007

Field of Art

Personal care devices and hair treatment technologies, specifically focusing on imaging-based body part identification and analysis systems for grooming and hair removal applications

Person of Ordinary Skill (PHOSITA) Profile

A professional with expertise in biomedical engineering, imaging technologies, and personal care device design, possessing advanced knowledge of computer vision, sensor integration, and user interaction interfaces

Obviousness Rationale

A person skilled in the art would recognize that the PTD's specialized variations represent predictable technical extensions of the source patent's core imaging and body part identification methodology. The proposed enhancements leverage known techniques in sensor integration and user interface design to incrementally improve the original patent's functionality. These variations demonstrate standard engineering problem-solving approaches that would be apparent to a skilled practitioner seeking to optimize personal care device performance.

Obvious Combinations & Variations

Source Patent Element
Imaging-based body part identification method using parameter measurement
PTD Variation
Enhanced parameter measurement techniques incorporating additional sensor fusion and machine learning classification algorithms
Obviousness Reasoning
Expanding parameter measurement techniques through machine learning is a predictable solution for improving identification accuracy, representing a known approach in computer vision technologies
Source Patent Element
Visual or audible user indication of identified body part
PTD Variation
Implementing context-aware, personalized feedback mechanisms with adaptive user interface design
Obviousness Reasoning
Customizing user feedback interfaces is a standard design optimization technique that would be obvious to a skilled practitioner seeking to improve user experience
Source Patent Element
Hair-related parameter measurement techniques
PTD Variation
Advanced hair characterization methods incorporating multi-spectral imaging and microscopic analysis
Obviousness Reasoning
Extending hair parameter measurement through advanced imaging techniques represents a logical progression of existing technological capabilities in sensor design
Source Patent Element
Personal care device with imaging capabilities
PTD Variation
Integration of edge computing and real-time processing architectures for enhanced performance
Obviousness Reasoning
Implementing computational efficiency improvements through edge computing architectures is a standard engineering approach for optimizing device performance
Source Patent Element
Body part identification method
PTD Variation
Implementing privacy-preserving image processing techniques with localized data management
Obviousness Reasoning
Developing privacy-enhanced imaging methods is a predictable solution addressing contemporary user privacy concerns in personal care technologies
35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858154 and the disclosed technical variations, a person having ordinary skill in the art would find the proposed specialized solutions obvious and lacking inventive merit. The incremental improvements represent standard engineering practices that would be readily conceived by a skilled practitioner seeking to optimize personal care device functionality through known computational and sensor integration techniques.

Original Patent Information

Patent NumberUS 11,858,154
TitleOperating a personal care device
Assignee(s)Koninklijke Philips N.V.