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Growth Opportunities in Machine Vision for Robotics

  • Report

  • 47 Pages
  • November 2023
  • Region: Global
  • Frost & Sullivan
  • ID: 5914296

In a robot-based machine vision solution, a camera takes an image of an object, analyzes it, and sends accurate coordinates to a robot that then moves its arm in a specified position. Thus, a robot-based machine vision solution has two major aspects: robotic system and machine vision system. The machine vision system includes lighting, lenses, image sensors, vision processing, and a communication system.

Solutions are in demand in the electronics and semiconductor, automotive, pharmaceutical, medical device, and food and packaging industries. Machine vision can be purchased as a stand-alone, commercial off-the-shelf system or as part of another system (PC-based vision controllers, stand-alone vision systems, vision sensors, and image-based barcode readers are platforms in which machine vision systems operate). Vision
can be 1D, 2D, 2.5D, or 3D.

This study's main objective is to identify the key growth opportunities in the industry and market drivers and restraints through 2028. Market and technological trends, value chain and pricing analyses, feature/technology evolution, and common applications also are discussed.

Table of Contents

1. Strategic Imperatives
  • Why is it Increasingly Difficult to Grow?
  • The Strategic Imperative 8
  • The Impact of the Top 3 Strategic Imperatives on Machine Vision for Robotics
  • Growth Opportunities Fuel the Growth Pipeline Engine
2. Growth Opportunity Analysis
  • Robot-Based Machine Vision Solution Components
  • Machine Vision Systems for Robotics
  • Machine Vision Platforms for Robotics
  • Growth Metrics
  • Market Trends
  • Technology Trends
  • Technology/Feature Evolution
  • Key Applications
  • Emerging Applications
  • Growth Drivers
  • Growth Restraints
  • Value Chain Analysis
  • Pricing Trends
3. Product Portfolios of Top 3 Companies
  • Cognex Product Portfolio
  • Keyence Product Portfolio
  • Basler Product Portfolio
4. Growth Opportunities
  • Growth Opportunity 1: Optimal Use of Cloud and Edge in Machine Vision Applications
  • Growth Opportunity 2: Artificial Intelligence and Machine Learning
  • Growth Opportunity 3: Expanding Application Range of Robot-based Vision Systems
  • Growth Opportunity 4: Upskilling Workforce for Artificial Intelligence-based Machine Vision Technologies
  • Growth Opportunity 5: Robotics as a Service
  • Growth Opportunity 6: Autonomous Robots
  • List of Exhibits
  • Legal Disclaimer