Published Technical Disclosure Archive

Enhanced New Applications & Use Cases Technical Implementation

Publication ID: 24-11858504_0002_PTD
Published: October 30, 2025
Category:New Applications & Use Cases

Legal Citation

pr1or.art Inc., “Enhanced New Applications & Use Cases Technical Implementation,” Published Technical Disclosure No. 24-11858504_0002_PTD, Published October 30, 2025, available at https://archive.pr1or.art/24-11858504_0002_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. 11,858,504.

Summary of the Inventive Concept

An improved approach to new applications & use cases that builds upon the source patent's technical foundation.

Background and Problem Solved

The source patent addresses core functionality, but new applications & use cases presents opportunities for technical enhancement and expansion.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements new applications & use cases 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 new applications & use cases 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 new applications & use cases enhancements.

CPC Classifications

SectionClassGroup
B B60 B60W30/095
G G06 G06V20/58
B B60 B60W2420/42
B B60 B60W2554/4029
B B60 B60W2554/4041
B B60 B60W2554/4049

Field of Art

Autonomous vehicle navigation systems, computer vision, and object detection technologies involving multi-sensor data processing and machine learning-based spatial recognition

Person of Ordinary Skill (PHOSITA) Profile

A skilled practitioner with expertise in computer engineering, machine learning, sensor fusion, and autonomous vehicle technologies, possessing advanced knowledge of neural network architectures, coordinate mapping, and object detection algorithms

Obviousness Rationale

A person skilled in the art would recognize that the PTD's disclosed variations represent predictable extensions of the source patent's core navigation and object detection framework. The technical improvements align with standard engineering practices of iterative enhancement and application-specific adaptation of existing navigation technologies. The PTD's approach demonstrates standard design choices that would be readily apparent to a skilled practitioner seeking to expand the original patent's capabilities.

Obvious Combinations & Variations

Source Patent Element
Three-dimensional coordinate mapping for object location detection
PTD Variation
Enhanced coordinate mapping with additional reference coordinate system integration
Obviousness Reasoning
Extending coordinate mapping techniques is a known and predictable variation that represents a standard optimization approach in navigation systems
Source Patent Element
Neural network-based image signature encoding
PTD Variation
Implementing alternative machine learning models for improved object recognition across diverse use cases
Obviousness Reasoning
Modifying neural network architectures for specific application domains is a routine engineering task with predictable outcomes
Source Patent Element
Vehicle navigation sensor fusion techniques
PTD Variation
Introducing additional sensor integration strategies for expanded environmental perception
Obviousness Reasoning
Expanding sensor fusion approaches represents a logical and expected progression in autonomous vehicle technology development
Source Patent Element
GPS-based location tracking
PTD Variation
Incorporating alternative geolocation technologies and hybrid positioning methods
Obviousness Reasoning
Exploring alternative or complementary positioning technologies is a standard engineering approach for improving navigation system reliability
Source Patent Element
Object detection using trained machine learning models
PTD Variation
Implementing context-aware detection algorithms with enhanced classification capabilities
Obviousness Reasoning
Refining machine learning object detection approaches through contextual awareness represents an expected technological evolution
35 U.S.C. § 103 Summary: Based on the comprehensive technical disclosure derived from US Patent 11858504, a person having ordinary skill in the art would find the claimed variations obvious and lacking inventive merit. The published technical disclosure demonstrates that the claimed innovations represent predictable extensions of existing navigation and object detection technologies, thereby rendering subsequent similar claims obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent NumberUS 11,858,504
TitleStereo-assist network for determining an object's location
Assignee(s)Mobileye Vision Technologies Ltd.