Enhanced Future Evolutions & Paradigm Shifts Technical Implementation

Publication ID: 24-11858420_0010_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_0010_PTD, Published October 30, 2025, available at https://archive.pr1or.art/24-11858420_0010_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, 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 imaging technologies with 3-5 years of professional experience in developing surround view and camera-based vehicle perception systems

Obviousness Rationale

A person skilled in the art would recognize that the PTD's disclosed variations represent predictable extensions of the source patent's foundational approach to multi-camera vehicle imaging systems. The technical improvements introduce incremental enhancements that leverage known techniques in sensor integration and image processing. These variations would be considered obvious modifications that a skilled practitioner could readily implement using standard engineering design approaches.

Obvious Combinations & Variations

Source Patent Element

Multiple cameras disposed about the vehicle capturing images of surrounding scenes

PTD Variation

Enhanced camera positioning and dynamic sensor reconfiguration for expanded field of view

Obviousness Reasoning

Adding or repositioning cameras represents a predictable design optimization known in the art, with finite and foreseeable implementation strategies

Source Patent Element

Storing and managing images captured over a predetermined time period

PTD Variation

Implementing advanced image storage algorithms with machine learning-based filtering and prioritization

Obviousness Reasoning

Applying machine learning techniques to existing image storage paradigms constitutes a known improvement technique with expected results

Source Patent Element

Generating under-vehicle mesh based on vehicle location

PTD Variation

Expanding mesh generation to include dynamic environmental context and predictive spatial modeling

Obviousness Reasoning

Extending spatial modeling techniques represents a logical progression using standard computational approaches in computer vision

Source Patent Element

Capturing images at different vehicle locations

PTD Variation

Implementing adaptive camera synchronization and enhanced motion tracking algorithms

Obviousness Reasoning

Improving motion tracking represents an obvious optimization using standard signal processing and computer vision techniques

Source Patent Element

Basic surround view image stitching methodology

PTD Variation

Advanced image registration techniques with enhanced computational efficiency and reduced artifacts

Obviousness Reasoning

Refining image stitching algorithms constitutes a predictable engineering improvement within the state of the art

35 U.S.C. § 103 Summary: Based on the teachings of US Patent 11858420 and the comprehensive technical disclosure herein, a person having ordinary skill in the art would find the claimed variations obvious and anticipated, as the disclosed technical improvements represent straightforward extensions of existing vehicle imaging technologies using known computational techniques and predictable design optimizations.

Original Patent Information

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