Enhanced Future Evolutions & Paradigm Shifts Technical Implementation

Publication ID: 24-11858420_0005_PTD

Published: October 30, 2025

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Enhanced Future Evolutions & Paradigm Shifts Technical Implementation,” Published Technical Disclosure No. 24-11858420_0005_PTD, Published October 30, 2025, available at https://archive.pr1or.art/24-11858420_0005_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. 11,858,420.

Summary of the Inventive Concept

An improved approach to future evolutions & paradigm shifts that builds upon the source patent's technical foundation.

Background and Problem Solved

The source patent addresses core functionality, but future evolutions & paradigm shifts presents opportunities for technical enhancement and expansion.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements future evolutions & paradigm shifts 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 future evolutions & paradigm shifts 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 future evolutions & paradigm shifts enhancements.

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Vehicle imaging systems, computer vision, augmented reality rendering, and multi-camera sensor integration for automotive and robotic platforms

Person of Ordinary Skill (PHOSITA) Profile

An engineer with expertise in computer vision, sensor fusion, image processing, and automotive visualization technologies, typically holding a BS/MS in electrical engineering, computer science, or robotics with 3-5 years professional experience in advanced driver assistance systems (ADAS)

Obviousness Rationale

A person skilled in the art would recognize that the PTD's disclosed variations represent predictable technical extensions of the source patent's foundational approach to multi-camera vehicle rendering. The proposed enhancements leverage known techniques in sensor integration and computational imaging that would be readily apparent to a skilled practitioner. The systematic approach to future evolutions demonstrates incremental improvements consistent with standard engineering problem-solving methodologies.

Obvious Combinations & Variations

Source Patent Element

Capturing images from multiple cameras positioned around a vehicle

PTD Variation

Implementing enhanced computational techniques for image processing and rendering

Obviousness Reasoning

Predictable application of known computer vision techniques to improve image quality and computational efficiency

Source Patent Element

Generating an under-vehicle mesh for spatial rendering

PTD Variation

Extending mesh generation algorithms to incorporate more complex geometric representations

Obviousness Reasoning

Finite set of known geometric modeling techniques that would be obvious to apply for improved spatial understanding

Source Patent Element

Storing and managing image capture data over time

PTD Variation

Implementing advanced data management and temporal filtering strategies

Obviousness Reasoning

Known software engineering approach to optimize memory usage and image processing performance

Source Patent Element

Motion-based camera selection for rendering views

PTD Variation

Introducing machine learning-based camera selection and prioritization algorithms

Obviousness Reasoning

Predictable evolution of existing motion-detection techniques using standard machine learning approaches

35 U.S.C. § 103 Summary: Based on the comprehensive teachings of US Patent 11858420 and the technical variations disclosed herein, a person having ordinary skill in the art would find the claimed innovations obvious and lacking inventive merit. The proposed technical solutions represent straightforward extensions of existing multi-camera rendering methodologies, utilizing standard engineering techniques and predictable computational approaches that would be readily conceived by a skilled practitioner in vehicle imaging systems.

Original Patent Information

Patent Number	US 11,858,420
Title	Below vehicle rendering for surround view systems
Assignee(s)	TEXAS INSTRUMENTS INCORPORATED