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ビデオ分析の世界市場:市場分析と将来予測 - スマートカメラ、ソフトウェア、サービス (政府・小売業・消費者・スマートシティ・重要インフラなど)

Video Analytics - Smart Cameras, Software, and Services for Government, Retail, Consumer, Smart City, Critical Infrastructure, and Other Application Markets: Global Market Analysis and Forecasts

発行 Omdia | Tractica 商品コード 370760
出版日 ページ情報 英文 69 Pages; 63 Tables, Charts & Figures
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ビデオ分析の世界市場:市場分析と将来予測 - スマートカメラ、ソフトウェア、サービス (政府・小売業・消費者・スマートシティ・重要インフラなど) Video Analytics - Smart Cameras, Software, and Services for Government, Retail, Consumer, Smart City, Critical Infrastructure, and Other Application Markets: Global Market Analysis and Forecasts
出版日: 2020年01月13日 ページ情報: 英文 69 Pages; 63 Tables, Charts & Figures
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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大変お得な『年間契約型レポートパッケージ』もございます。無料のアナリストサービスもご利用いただけますので是非あわせてご検討下さい。
概要

世界のビデオ分析 (ビデオアナリティクス) の市場規模は今後急激に拡大すると見られており、2018年には11億米ドル、2025年には45億米ドルに達する見通しです。

当レポートでは、世界におけるビデオ分析 (動画解析) 市場の現状と将来展望について分析し、技術の特性や市場の基本構造、主な市場促進・抑制要因、主な活用分野と最新技術、技術面・運用面などの課題、分野別・地域別の市場動向見通し、主要企業のプロファイル、といった情報を取りまとめてお届けいたします。

第1章 エグゼクティブサマリー

第2章 市場の課題

  • 市場の定義・概要
  • 市場の内訳
  • ビジネスモデル
    • SaaS (Software as a Service)
    • HaaS (Hardware as a Service)
    • 料金一括払い/継続的サービス方式
  • 市場促進要因
    • 公共安全向けニーズ
    • 企業向けセキュリティ
    • 個人向けセキュリティ
    • ネットワーク接続型IPカメラの利用増加
    • ビジネス上の利点
    • 急速に進化するハードウェア/ソフトウェア/人工知能 (AI)
  • 市場阻害要因
    • 正確性
    • 長期間の販売サイクルと、収益化までの期間
    • 価格設定とビジネスモデル
    • 古いシステムの存在
  • 規制上の課題
    • 輸出規制
    • プライバシー面での課題
  • 利用事例
    • セキュリティ関連の利用事例
    • BI (ビジネスインテリジェンス) 関連の利用事例
    • 対象の種類別の利用事例
  • 主な活用分野と利用事例
    • 小売業
      • 消費者行動
      • セキュリティ
      • マーケティング
      • 運営の最適化
    • スマートシティ
      • 交通管制
      • 交通違反取締
      • 群衆マネジメント (雑踏警備)
    • 重要インフラ
    • 政府
      • 交通違反取締
      • 法執行
    • 消費者 (個人)
      • ホームセキュリティー
      • 乳児モニタリング
    • その他
      • 金融サービス
      • 医療
      • ゲーム
      • 交通機関
      • 駐車場管理
      • スタジアム・スポーツ施設
      • 船舶
      • ドローン
  • 地域別の傾向

第3章 技術的課題

  • ビデオ分析アプリケーション:開発中の製品
    • エッジ型ビデオ分析
    • ビデオ分析装置
    • オンプレミス式ビデオ分析システム
    • クラウド式ビデオ分析
  • ビデオ分析に関する技術的課題
    • カメラに関する問題
    • ネットワークに関する問題
    • ストレージに関する問題
    • サーバーに関する問題
  • ベンダー各社が利用している、技術面での差別化要因
  • ビデオ分析システムの画像処理機能
    • 個人検出と顔認証
    • 動きの検出と抽出
    • 個人追跡
    • 感情解析
    • 人数計測
    • OCR (光学式文字認識)
    • ビデオのタグ付け・検索
    • 深層学習 (ディープラーニング) vs. 古典的なコンピュータービジョン技術
    • 補完的センサーの活用
  • 生産環境におけるビデオ分析システムの主な課題
    • 誤報
    • カメラの解像度、照明、距離、設置方法
    • リアルタイム計算
    • 消費電力
    • AIの活用と専門知識
    • 規模拡張とハードウェアの加速化
  • 大学・研究機関

第4章 主な市場参入企業

  • Amazon
  • Ambarella
  • AnyVision
  • Avigilon Corporation
  • Axis Communications AB
  • BriefCam
  • Camio
  • FLIR Systems
  • Hikvision Digital Technology
  • IndigoVision
  • Intel
  • Johnson Controls
  • Microsoft
  • NVIDIA
  • PureTech Systems
  • 4SenseTime
  • SightLogix
  • Trax
  • viisights
  • Vintra
  • Wyze Labs
  • Xilinx

第5章 市場予測

  • 予測手法と前提条件
  • ビデオ分析の全体的な市場
  • エッジ式ビデオ分析
  • オンプレミス/クラウド方式ビデオ分析
  • 政府向けビデオ分析市場
  • 小売業向けビデオ分析市場
  • 個人向けビデオ分析市場
  • スマートシティ向けビデオ分析市場
  • 重要インフラ向けビデオ分析市場
  • 他の用途向けビデオ分析市場
  • セキュリティ向けビデオ分析市場
  • BI向けビデオ分析市場
  • 結論

第6章 企業一覧

第7章 頭字語・略語一覧

第8章 目次

第9章 図表一覧

第10章 分析範囲・情報源・分析手法・注記

目次
Product Code: VA-20

The world of computer vision has evolved rapidly in recent years, and computers are now more accurate than humans in some application areas. Computer vision has enabled many applications that were only part of science fiction a short time ago. The rise of artificial intelligence (AI) has been instrumental in reaching the level of accuracy that the market demands. Meanwhile, a new application of computer vision called video analytics (VA) has emerged. VA deals with the extraction of data from incoming video and the generation of results that are meaningful to humans.

The need for security and safety has been the primary driver of VA solutions, and many companies offer products pertaining to the security needs of businesses. However, business intelligence, where the data generated by VA is used for business purposes, has emerged as another strong use case driven by the retail market. The intelligence has been used for marketing, operations analysis, and other business purposes. Over the past several years, VA has proven to be an ideal solution that meets the needs of surveillance system operators, security officers, and corporate managers. Maturing computer vision algorithms, coupled with increasing computational capacity and increased camera resolution, have helped increase the accuracy of results. Many industries have adopted VA systems in different application areas that extend well beyond security. Tractica forecasts that global VA revenue will increase from $1.1 billion in 2018 to $4.5 billion in 2025.

This Tractica report examines the market trends surrounding VA technologies and presents forecasts through 2025. It presents an in-depth analysis of the significant market drivers, market barriers, application markets, and technology issues, in addition to detailed profiles of key industry players. The major application markets covered include government, retail, consumer, smart city, critical infrastructure, and other. Market forecasts are segmented by world region, application market, use case (security vs. business intelligence), and intelligence location (edge vs. on-premises/cloud).

Key Questions Addressed:

  • Which companies are the key players in the global VA market?
  • What key factors are driving the adoption of VA in various application markets?
  • How will the mix of VA applications and use cases evolve over the next several years?
  • How will VA technology adoption differ in the edge and on-premises and cloud markets?
  • Which application markets are getting traction with the technology?
  • Which policy and regulatory factors will influence the development of the VA market?
  • How is computer vision being utilized in VA?
  • How is deep learning being leveraged to improve VA results?
  • What is the scale of the VA business opportunity by segment and geography?

Who Needs This Report?

  • Smart camera device manufacturers
  • Edge video intelligence device manufacturers
  • Business video analytics companies
  • Cloud video analytics companies
  • Video analytics software companies
  • Semiconductor and component companies
  • Organizations deploying video analytics technology
  • Government agencies
  • Investor community

Table of Contents

1. Executive Summary

  • 1.1. Introduction
  • 1.2. Market Forecasts
  • 1.3. Key Market Trends

2. Market Issues

  • 2.1. Market Definition and Overview
    • 2.1.1. Installation Sizes
  • 2.2. Market Segmentation
  • 2.3. Business Models
    • 2.3.1. Software as a Service
    • 2.3.2. Hardware as a Service
    • 2.3.3. One-Time Payment and Maintenance
  • 2.4. Market Drivers
    • 2.4.1. Need for Public Safety
    • 2.4.2. Enterprise Security
    • 2.4.3. Personal Security
    • 2.4.4. Increased Use of Networked IP Cameras
    • 2.4.5. Business Benefits
    • 2.4.6. Rapidly Evolving Hardware, Software, and AI
  • 2.5. Market Barriers
    • 2.5.1. Accuracy
    • 2.5.2. Long Sales Cycles and Time to Revenue
    • 2.5.3. Pricing and Business Models
    • 2.5.4. Legacy Installations
  • 2.6. Regulatory Issues
    • 2.6.1. Export Regulations
    • 2.6.2. Privacy Issues
  • 2.7. Use Cases
    • 2.7.1. Security-Related Use Cases
    • 2.7.2. Business Intelligence Use Cases
    • 2.7.3. Use Cases by Object Type
  • 2.8. Key Application Markets and Use Cases
    • 2.8.1. Retail
      • 2.8.1.1. Consumer Behavior
      • 2.8.1.2. Security
      • 2.8.1.3. Marketing
      • 2.8.1.4. Operations Optimization
    • 2.8.2. Smart City
      • 2.8.2.1. Traffic Management
      • 2.8.2.2. Traffic Enforcement
      • 2.8.2.3. Crowd Management
    • 2.8.3. Critical Infrastructure
    • 2.8.4. Government
      • 2.8.4.1. Traffic Enforcement
      • 2.8.4.2. Law Enforcement
    • 2.8.5. Consumer
      • 2.8.5.1. Home Security
      • 2.8.5.2. Baby Monitoring
    • 2.8.6. Other
      • 2.8.6.1. Financial Services
      • 2.8.6.2. Healthcare
      • 2.8.6.3. Gaming
      • 2.8.6.4. Transportation
      • 2.8.6.5. Parking Management
      • 2.8.6.6. Stadiums and Sports
      • 2.8.6.7. Marine
      • 2.8.6.8. Drones
  • 2.9. Geographic Trends

3. Technology Issues

  • 3.1. Video Analytics Application Pipeline
    • 3.1.1. Edge-Based Video Analytics
    • 3.1.2. Video Analytics Appliances
    • 3.1.3. On-Premises Video Analytics System
    • 3.1.4. Cloud-Based Video Analytics
  • 3.2. Technology Issues and Challenges with Video Analytics
    • 3.2.1. Camera-Related Issues
    • 3.2.2. Network-Related Issues
    • 3.2.3. Storage-Related Issues
    • 3.2.4. Server-Based Video Analytics Challenges
  • 3.3. Technology Differentiators Used by Vendors
  • 3.4. Vision Processing Features of Video Analytics Systems
    • 3.4.1. Person Detection and Facial Recognition
    • 3.4.2. Motion Detection and Extraction
    • 3.4.3. Person Tracking
    • 3.4.4. Emotion Analysis
    • 3.4.5. People Counting
    • 3.4.6. Optical Character Recognition
    • 3.4.7. Video Tagging and Search
    • 3.4.8. Deep Learning vs. Classic Vision Techniques
    • 3.4.9. Use of Supplemental Sensors
  • 3.5. Key Issues with Video Analytics Systems in Production Environments
    • 3.5.1. False Alarms
    • 3.5.2. Camera Resolution, Lighting, Distance, and
    • 3.5.3. Real-Time Computation
    • 3.5.4. Power Consumption
    • 3.5.5. Use of AI and Expertise
    • 3.5.6. Scaling and Hardware Acceleration
  • 3.6. Universities and Research Institutions

4. Key Industry Players

  • 4.1. Amazon
  • 4.2. Ambarella
  • 4.3. AnyVision
  • 4.4. Avigilon Corporation
  • 4.5. Axis Communications AB
  • 4.6. BriefCam
  • 4.7. Camio
  • 4.8. FLIR Systems
  • 4.9. Hikvision Digital Technology
  • 4.10. IndigoVision
  • 4.11. Intel
  • 4.12. Johnson Controls
  • 4.13. Microsoft
  • 4.14. NVIDIA
  • 4.15. PureTech Systems
  • 4.16. 4SenseTime
  • 4.17. SightLogix
  • 4.18. Trax
  • 4.19. viisights
  • 4.20. Vintra
  • 4.21. Wyze Labs
  • 4.22. Xilinx

5. Market Forecasts

  • 5.1. Forecast Methodology and Assumptions
  • 5.2. Overall Video Analytics Market
  • 5.3. Edge Video Analytics
  • 5.4. On-Premises and Cloud Video Analytics
  • 5.5. Video Analytics Government Market
  • 5.6. Video Analytics Retail Market
  • 5.7. Video Analytics Consumer Market
  • 5.8. Video Analytics Smart City Market
  • 5.9. Video Analytics Critical Infrastructure Market
  • 5.10. Video Analytics Other Market
  • 5.11. Security Video Analytics Market
  • 5.12. Business Intelligence Video Analytics Market
  • 5.13. 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

Tables

  • Total Video Analytics Revenue, World Markets: 2018-2025
  • Total Video Analytics Revenue by Segment, World Markets: 2018-2025
  • Total Video Analytics Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Total Video Analytics Revenue by Application Market, World Markets: 2018-2025
  • Total Video Analytics Revenue by Region, World Markets: 2018-2025
  • Video Analytics Government Revenue, World Markets: 2018-2025
  • Video Analytics Government Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Government Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Government Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Government Revenue by Region, World Markets: 2018-2025
  • Video Analytics Retail Revenue, World Markets: 2018-2025
  • Video Analytics Retail Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Retail Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Retail Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Retail Revenue by Region, World Markets: 2018-2025
  • Video Analytics Consumer Revenue, World Markets: 2018-2025
  • Video Analytics Consumer Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Consumer Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Consumer Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Consumer Revenue by Region, World Markets: 2018-2025
  • Video Analytics Smart City Revenue, World Markets: 2018-2025
  • Video Analytics Smart City Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Smart City Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Smart City Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Smart City Revenue by Region, World Markets: 2018-2025
  • Video Analytics Critical Infrastructure Revenue, World Markets: 2018-2025
  • Video Analytics Critical Infrastructure Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Critical Infrastructure Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Critical Infrastructure Revenue, On- Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Critical Infrastructure Revenue by Region, World Markets: 2018-2025
  • Video Analytics Other Market Revenue, World Markets: 2018-2025
  • Video Analytics Other Market Revenue by Use Case, World Markets: 2018-2025
  • Video Analytics Other Market Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Other Market Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Other Market Revenue by Region, World Markets: 2018-2025
  • Video Analytics Security Revenue by Application Market, World Markets: 2018-2025
  • Video Analytics Security Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Security Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Security Hardware Unit Shipments by Region, World Markets: 2018-2025
  • Video Analytics Business Intelligence Revenue by Application Market, World Markets: 2018-2025
  • Video Analytics Business Intelligence Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Business Intelligence Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Business Intelligence Hardware Unit Shipments by Region, World Markets: 2018-2025
  • Video Analytics Markets: Security vs. Business Intelligence
  • Application Markets for Video Analytics
  • Comprehensive List of Features Detected by Video Analytics

Charts

  • Total Video Analytics Revenue by Application Market, World Markets: 2018-2025
  • Total Video Analytics Revenue by Region, World Markets: 2018-2025
  • Video Analytics Revenue, Edge, World Markets: 2018-2025
  • Video Analytics Revenue, On-Premises and Cloud, World Markets: 2018-2025
  • Video Analytics Government Revenue by Region, World Markets: 2018-2025
  • Video Analytics Retail Revenue by Region, World Markets: 2018-2025
  • Video Analytics Consumer Revenue by Region, World Markets: 2018-2025
  • Video Analytics Smart City Revenue by Region, World Markets: 2018-2025
  • Video Analytics Critical Infrastructure Revenue by Region, World Markets: 2018-2025
  • Video Analytics Other Market Revenue by Region, World Markets: 2018-2025
  • Video Analytics Security Revenue by Application Market, World Markets: 2018-2025
  • Video Analytics Business Intelligence Revenue by Application Market, World Markets: 2018-2025

Figures

  • Video Analytics Value Chain
  • Typical Video Analytics System
  • Facial Recognition Using Computer Vision Algorithms