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市場調査レポート

コンピュータービジョンの技術と市場 - 自動車、スポーツ & エンターテインメント、家電、ロボット & マシンビジョン、セキュリティ & 監視、農業、小売り、医療向け

Computer Vision Technologies and Markets - Hardware and Software for Automotive, Sports & Entertainment, Consumer, Robotics & Machine Vision, Security & Surveillance, Agriculture, Retail and Medical Markets: Market Analysis and Forecasts

発行 Tractica 商品コード 329325
出版日 ページ情報 英文 112 Pages; 76 Tables, Charts & Figures
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コンピュータービジョンの技術と市場 - 自動車、スポーツ & エンターテインメント、家電、ロボット & マシンビジョン、セキュリティ & 監視、農業、小売り、医療向け Computer Vision Technologies and Markets - Hardware and Software for Automotive, Sports & Entertainment, Consumer, Robotics & Machine Vision, Security & Surveillance, Agriculture, Retail and Medical Markets: Market Analysis and Forecasts
出版日: 2016年06月13日 ページ情報: 英文 112 Pages; 76 Tables, Charts & Figures
担当者のコメント
Tracticaは、時代を先取りした商品ラインナップを展開する市場調査会社です。レポートを分野別にまとめてご購入できる『年間契約型レポートパッケージ』もございます。既刊のオートメーションおよびロボティクス関連レポート10冊に2016年発行予定の新刊12冊を加えた22冊を、6冊分の価格でお求めいただけます。専門アナリストのサポートサービスもご利用いただけますので、是非合わせてご検討ください。
概要

当レポートでは、コンピュータービジョン向けハードウェアおよびソフトウェアの世界市場に注目し、市場発展の推進・抑制要因、規制の課題、主な用途、技術課題、および主要参入企業などについての分析を提供しています。

第1章 エグゼクティブサマリー

第2章 市場課題

  • 市場の定義と概要
  • 市場推進要因
    • セキュリティ・監視
    • 工業とロボット工学
    • 家電・モバイル
    • 自動車
    • その他の市場推進要因
  • 市場障壁
    • 収益化・成長までの時間
    • 精度・信頼性
    • 価格・ビジネスモデル
    • 開発コスト
    • キラーアプリケーションの欠如
    • 消費電力
  • 規制の課題
    • 自動車規制
    • ドローン規制
    • 輸出規制
    • プライバシーの課題
    • 債務・保険
  • 主要市場および用途
    • 自動車
    • マシンビジョン・ロボット工学
    • 監視・セキュリティ
    • 医用画像
    • スポーツ・エンターテインメント
    • 家電
    • 農業
    • 小売り

第3章 技術課題

  • コンピュータービジョンの課題
  • マシンビジョン
  • 画像認識のアルゴリズム
  • コンピュータービジョンハードウェア
  • コンピュータービジョンソフトウェア
  • ディープラーニング
  • デバイス vs. サーバーのコンピュータービジョン
  • コンピュータービジョン向けハードウェア
  • コンピュータービジョン技術の限界と課題
  • 業界団体
  • 大学・研究機関

第4章 主要企業

  • Mobileye
  • Mercedes-Benz
  • Google
  • Autoliv
  • PlayfulVision (SecondSpectrum による買収)
  • Sportvision
  • 2D3 (Boeing による買収)
  • Mirriad
  • Leap Motion
  • Wikitude
  • Facebook
  • Adept Technology
  • Cognex
  • National Instruments
  • General Electric
  • Claron Technology (Lexmark による買収)
  • Mirada Medical
  • Crossmatch
  • Avigilon
  • Nomi
  • NVIDIA
  • Qualcomm
  • Irida Labs
  • 4Movidius
  • CEVA
  • Auviz Systems
  • Berkeley Design Technology, Inc.

第5章 市場予測

第6章 企業ディレクトリ

第7章 頭字語・略語リスト

第8章 目次

第9章 図表

第10章 調査範囲

調査ソース・手法

注記

このページに掲載されている内容は最新版と異なる場合があります。詳細はお問い合わせください。

目次
Product Code: CV-16

image1

Computer vision technology has captured the attention of a diverse set of industry participants during the past few years, and the market is gaining momentum across several key application areas. Device manufacturers, semiconductor and component companies, and software developers have all made significant investments in technology development. Many companies have demonstrated prototypes and a few have moved into full production mode. Meanwhile, consumer awareness and enthusiasm for computer vision-based applications continue to grow.


From a technology perspective, the computer vision ecosystem and intellectual property landscape continues to evolve, and these areas will need to mature further as the sector expands and the applications diversify. The market remains ripe for innovation and open for new applications as well as new industry participants. Among the major application markets, Tractica anticipates that the automotive sector will surpass robotics & machine vision as the largest segment in 2016, but will be eclipsed in turn by the consumer market for a period of a few years before once again becoming the largest segment. Other smaller, yet still high-growth, application markets will include security & surveillance, medical, sports & entertainment, retail, and agriculture.

This report examines the market dynamics, technology issues, and business opportunities surrounding computer vision technologies and provides market forecasts for computer vision hardware and software during the period from 2015 through 2022. Eight application markets are analyzed in depth, and 27 key industry players are profiled. Market forecasts, segmented by world region and application market, include hardware unit shipments and revenue, device pricing, and software and services revenue.

Key Market Forecasts

  • Computer Vision Revenue by Application Market and Region, World Markets: 2015-2022
  • Computer Vision Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Software and Services Revenue by Region, World Markets: 2015-2022
  • CV Automotive Market Revenue by Region, World Markets: 2015-2022
  • CV Sports and Entertainment Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Revenue by Region, World Markets: 2015-2022
  • CV Robotics & Machine Vision Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Revenue by Region, World Markets: 2015-2022
  • CV Security and Surveillance Market Revenue by Region, World Markets: 2015-2022
  • CV Retail Market Revenue by Region, World Markets: 2015-2022

Technologies

  • 3D Image Extraction
  • Augmented Reality
  • Convolutional Neural Networks
  • Deep Learning
  • Facial Recognition
  • Image Processing
  • Image Recognition
  • Image Search
  • Image Stitching
  • Morphing
  • Object Recognition
  • Object Tracking
  • Optical Character Recognition
  • Pattern Recognition
  • Video Analytics
  • Virtual Reality

Application Markets

  • Automotive
  • Sports & Entertainment
  • Consumer
  • Robotics and Machine Vision
  • Medical
  • Security & Surveillance
  • Retail
  • Agriculture

Geographies

  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East and Africa

image2

Key Questions Addressed

  • How has the computer vision market evolved over the past year?
  • What are some of the key technology issues surrounding computer vision, and what are some of the new technologies being developed?
  • How do computer vision applications and business models vary depending on the application market?
  • Which application areas will be the fastest-growing markets for computer vision systems?
  • Who are the key players in the computer vision market, and what are their relative strengths and weaknesses?
  • What is the size of the market opportunity in different application markets, and why will some grow faster than others over the next 5 years?

Who Needs This Report?

  • Computer vision technology companies
  • Mobile device manufacturers
  • Consumer electronics companies
  • Industrial automation and robotics companies
  • Medical device manufacturers
  • Automotive manufacturers
  • Semiconductor and component vendors
  • Software developers and integrators
  • Government agencies
  • Investor community

Table of Contents

1. Executive Summary

  • 1.1. Introduction
  • 1.2. Market and Trends
  • 1.3. Key Market Trends
  • 1.4. Business Models
    • 1.4.1. Technology Licensing and Royalties
    • 1.4.2. One-Time Payment
    • 1.4.3. Pay-as-You-Go and Services
  • 1.5. Market Ecosystem
  • 1.6. Market Forecast

2. Market Issues

  • 2.1. Market Definition and Overview
  • 2.2. Market Drivers
    • 2.2.1. Security and Surveillance
      • 2.2.1.1. Need for Safety and Security
      • 2.2.1.2. Efficient Law Enforcement
      • 2.2.1.3. Need for Personal Security
    • 2.2.2. Industrial and Robotics
      • 2.2.2.1. Need for Automation
      • 2.2.2.2. Cost Reduction
      • 2.2.2.3. New Use Cases for Drones and Robots
    • 2.2.3. Consumer and Mobile
      • 2.2.3.1. Appetite for "Cooler" Consumer and Gaming Applications
      • 2.2.3.2. Availability of Camera and Sensors on Devices
    • 2.2.4. Automotive
      • 2.2.4.1. Increased Safety
      • 2.2.4.2. Government Regulations
    • 2.2.5. Other Market Drivers
      • 2.2.5.1. Availability of Powerful, Low-Cost Hardware, and Open Source Libraries
      • 2.2.5.2. Increased Accuracy of Computer Vision Systems
      • 2.2.5.3. Ease of Connectivity
  • 2.3. Market Barriers
    • 2.3.1. Time to Revenue and Ramp Up
    • 2.3.2. Accuracy and Reliability
    • 2.3.3. Pricing and Business Models
    • 2.3.4. Development Costs
    • 2.3.5. Lack of Killer Applications
    • 2.3.6. Power Consumption
  • 2.4. Regulatory Issues
    • 2.4.1. Automotive Regulations
    • 2.4.2. Drone Regulations
    • 2.4.3. Export Regulations
    • 2.4.4. Privacy Issues
    • 2.4.5. Liability and Insurance
  • 2.5. Key Markets and Applications
    • 2.5.1. Automotive
      • 2.5.1.1. Adaptive Cruise Control
      • 2.5.1.2. Adaptive High Beam Control
      • 2.5.1.3. Autonomous Emergency Braking
      • 2.5.1.4. Pedestrian Autonomous Emergency Braking
      • 2.5.1.5. Road Experience Management
      • 2.5.1.6. Traffic Jam Assist Systems
      • 2.5.1.7. Traffic Sign Recognition
      • 2.5.1.8. Animal Obstacle Detection Systems
      • 2.5.1.9. Parking Assist
      • 2.5.1.10. Driver Alertness Monitoring
      • 2.5.1.11. Lane Departure Warning
      • 2.5.1.12. Construction Zone Assist
      • 2.5.1.13. Dynamic Brake Support
      • 2.5.1.14. Forward Collision Warning Systems
      • 2.5.1.15. Autonomous Vehicles
    • 2.5.2. Machine Vision and Robotics
      • 2.5.2.1. Inspection
      • 2.5.2.2. Measurement and Alignment
      • 2.5.2.3. Label Inspection
      • 2.5.2.4. Vision-Guided Robots
      • 2.5.2.5. Drone-Based Applications
    • 2.5.3. Surveillance and Security
      • 2.5.3.1. People Tracking
      • 2.5.3.2. Facial Recognition and Biometrics
      • 2.5.3.3. Search and Rescue
      • 2.5.3.4. Border and Maritime Patrol
      • 2.5.3.5. Cross-Line Detection
      • 2.5.3.6. Video Storage, Analysis, Retrieval, and Synopsis
    • 2.5.4. Medical Imaging
      • 2.5.4.1. CT, MRI, Ultrasound
      • 2.5.4.2. Artery Highlighting
      • 2.5.4.3. Augmented Reality Techniques
    • 2.5.5. Sports and Entertainment
      • 2.5.5.1. Applications in Sports Training
        • 2.5.5.1.1. Ball and Puck Tracking
        • 2.5.5.1.2. 3D Imaging and People Tracking
        • 2.5.5.1.3. Virtual Markers
        • 2.5.5.1.4. Sports Training
        • 2.5.5.1.5. Decision Making
        • 2.5.5.1.6. Ad Insertion
      • 2.5.5.2. Applications in Entertainment
      • 2.5.5.3. Virtual Reality Video
    • 2.5.6. Consumer Applications
      • 2.5.6.1. Vision-Enabled Baby Cameras
      • 2.5.6.2. Vision-Enabled Vacuum Cleaners
      • 2.5.6.3. Home Security
      • 2.5.6.4. Digital Cameras Using Computer Vision
      • 2.5.6.5. Vision-Enabled Gaming
      • 2.5.6.6. Camera-Based Input Devices
      • 2.5.6.7. Optical Character Recognition
      • 2.5.6.8. Wearables with Vision
      • 2.5.6.9. Smartphone-Based Vision Applications
      • 2.5.6.10. Conversion of Image/Video-to-Text/Speech and Vice Versa
    • 2.5.7. Agriculture
      • 2.5.7.1. Land Mapping
      • 2.5.7.2. Planting and Picking
      • 2.5.7.3. Packing and Wrapping
    • 2.5.8. Retail
      • 2.5.8.1. In-Store Analytics
      • 2.5.8.2. Web Purchase Assistance
      • 2.5.8.3. Size Measurement
      • 2.5.8.4. Emotion Analysis Regional Differences

3. Technology Issues

  • 3.1. Computer Vision Challenges
  • 3.2. Machine Vision
  • 3.3. Algorithms for Image Recognition
    • 3.3.1. Image Acquisition and Pre-Processing
    • 3.3.2. Low-Level Image Recognition Based on Pixels
    • 3.3.3. Image Recognition Based on Segments
    • 3.3.4. High-Level Processing and Decision Making
    • 3.3.5. 3D Object Recognition
    • 3.3.6. Facial Recognition
    • 3.3.7. Optical Character Recognition
    • 3.3.8. Image Search
    • 3.3.9. Video-Related Computer Vision Technologies
  • 3.4. Computer Vision Hardware
    • 3.4.1. Lens Assembly
    • 3.4.2. Sensors
    • 3.4.3. Image Processors, RAM, and Storage
    • 3.4.4. Camera Module
  • 3.5. Computer Vision Software
    • 3.5.1. Open Source Computer Vision Libraries and Frameworks
  • 3.6. Deep Learning
    • 3.6.1. CNNs
  • 3.7. Computer Vision on Device versus Server
  • 3.8. Hardware Platforms for Computer Vision
    • 3.8.1. CPU/DSP
    • 3.8.2. Graphical Processing Unit
    • 3.8.3. FPGA
    • 3.8.4. ASIC
  • 3.9. Limitations and Challenges of Computer Vision Technology
    • 3.9.1. Impact of Lighting Conditions
    • 3.9.2. Hard Problem to Solve
    • 3.9.3. Accuracy
    • 3.9.4. Reliability
    • 3.9.5. Training for Deep Learning Algorithms
    • 3.9.6. Real-Time Computation
    • 3.9.7. Power Consumption
    • 3.9.8. Technology Expertise in Deep Learning
    • 3.9.9. Availability of IP for Rapid Application Development
  • 3.10. Industry Organizations
    • 3.10.1. Embedded Vision Alliance
    • 3.10.2. European Machine Vision Alliance
    • 3.10.3. Automated Imaging Association
    • 3.10.4. VDMA Machine Vision
  • 3.11. Universities and Research Institutions Key Industry Players

4.1. Mobileye

  • 4.2. Mercedes-Benz
  • 4.3. Google
  • 4.4. Autoliv
  • 4.5. PlayfulVision (acquired by SecondSpectrum)
  • 4.6. Sportvision
  • 4.7. 2D3 (Acquired by Boeing)
  • 4.8. Mirriad
  • 4.9. Leap Motion
  • 4.10. Wikitude
  • 4.11. Facebook
  • 4.12. Adept Technology
  • 4.13. Cognex
  • 4.14. National Instruments
  • 4.15. General Electric
  • 4.16. Claron Technology (Acquired by Lexmark)
  • 4.17. Mirada Medical
  • 4.18. Crossmatch
  • 4.19. Avigilon
  • 4.20. Nomi
  • 4.21. NVIDIA
  • 4.22. Qualcomm
  • 4.23. Irida Labs
  • 4.24. 4Movidius
  • 4.25. CEVA
  • 4.26. Auviz Systems
  • 4.27. Berkeley Design Technology, Inc. Market Forecasts

5.1. Forecast Methodology and Assumptions

  • 5.2. Market Forecasts
    • 5.2.1. Overall Market
      • 5.2.1.1. Overall Market for Computer Vision Hardware
      • 5.2.1.2. Overall Market for Computer Vision Software and Services
    • 5.2.2. Automotive Market
    • 5.2.3. Sports and Entertainment Market
    • 5.2.4. Consumer and Mobile Market
    • 5.2.5. Robotics and Machine Vision Market
    • 5.2.6. Medical Market
    • 5.2.7. Security and Surveillance
    • 5.2.8. Retail
    • 5.2.9. Agriculture
  • 5.3. Conclusions

6. Company Directory

7. Acronym and Abbreviation List

8. Table of Contents

9. Table of Charts and Figures

10. Scope of Study, Sources and Methodology, Notes

Charts

  • Computer Vision Revenue by Application Market, World Markets: 2015-2022
  • Computer Vision Revenue by Region, World Markets: 2015- 2022
  • Computer Vision Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Automotive Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Sports and Entertainment Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Robotics and Machine Vision Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Security and Surveillance Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Retail Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Agriculture Market Revenue by Region, World Markets: 2016-2022

Figures

  • Computer Vision Market Ecosystem
  • Line Scan Cameras
  • Automatic Lung Segmentation and Highlighting of Arteries Using Computer Vision Techniques
  • Pictorial Representation of Different Keywords Using the Context of Computer Vision
  • Example of Thresholding
  • Recognition Algorithms
  • Apple 3D Object Recognition
  • Facial Recognition System Identifying Features Like Eyes and Lips
  • Android OCR Application Allowing User to Select an Area of Photograph to Be Copied as Text and Saved in Any Other Application
  • Hardware Associated with a Camera System
  • Illustration of Deep Learning
  • Illustration of Decreasing Error Rate in Image Classification
  • Facial Recognition Algorithm

Tables

  • Computer Vision Revenue by Region, World Markets: 2015-2022
  • Computer Vision Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Revenue by Application Market, World Markets: 2015-2022
  • Computer Vision Automotive Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Automotive Market Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Automotive Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Automotive Hardware Market Shipments by Region, World Markets: 2015-2022
  • Computer Vision Automotive Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Sports and Entertainment Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Sports and Entertainment Market Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Sports and Entertainment Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Sports and Entertainment Market Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Sports and Entertainment Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Consumer Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Robotics and Machine Vision Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Robotics and Machine Vision Market Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Robotics and Machine Vision Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Robotics and Machine Vision Market Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Robotics and Machine Vision Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Software and Service Revenue by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Medical Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Security and Surveillance Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Security and Surveillance Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Security and Surveillance Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Security and Surveillance Market Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Security and Surveillance Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Retail Market Revenue by Region, World Markets: 2015-2022
  • Computer Vision Retail Market Hardware Revenue by Region, World Markets: 2015-2022
  • Computer Vision Retail Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Computer Vision Retail Market Hardware Shipments by Region, World Markets: 2015-2022
  • Computer Vision Retail Market Hardware Unit Prices by Region, World Markets: 2015-2022
  • Computer Vision Agriculture Market Revenue by Region, World Markets: 2016-2022
  • Computer Vision Agriculture Market Hardware Revenue by Region, World Markets: 2016-2022
  • Computer Vision Agriculture Market Software and Services Revenue by Region, World Markets: 2016-2022
  • Computer Vision Agriculture Market Hardware Shipments by Region, World Markets: 2016-2022
  • Computer Vision Agriculture Market Hardware Unit Prices by Region, World Markets: 2016-2022
  • Application Markets for Computer Vision
  • Computer Vision Products in Different Application Markets
  • Comparison of Hardware Platforms for Computer Vision Application
  • Additional Industry Participants
  • Different Market Categories and the Types of Products Considered in Estimating the Market
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