Video Analytics

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

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Pages: 69
Tables, Charts,
     & Figures:
63
Publication Date: 1Q 2020
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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. Omdia forecasts that global VA revenue will increase from $1.1 billion in 2018 to $4.5 billion in 2025.

This Omdia 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. Introduction
    2. Market Forecasts
    3. Key Market Trends
  2. Market Issues
    1. Market Definition and Overview
      1. Installation Sizes
    2. Market Segmentation
    3. Business Models
      1. Software as a Service
      2. Hardware as a Service
      3. One-Time Payment and Maintenance
    4. Market Drivers
      1. Need for Public Safety
      2. Enterprise Security
      3. Personal Security
      4. Increased Use of Networked IP Cameras
      5. Business Benefits
      6. Rapidly Evolving Hardware, Software, and AI
    5. Market Barriers
      1. Accuracy
      2. Long Sales Cycles and Time to Revenue
      3. Pricing and Business Models
      4. Legacy Installations
    6. Regulatory Issues
      1. Export Regulations
      2. Privacy Issues
    7. Use Cases
      1. Security-Related Use Cases
      2. Business Intelligence Use Cases
      3. Use Cases by Object Type
    8. Key Application Markets and Use Cases
      1.  Retail
        1. Consumer Behavior
        2. Security
        3. Marketing
        4. Operations Optimization
      2. Smart City
        1. Traffic Management
        2. Traffic Enforcement
        3. Crowd Management
      3. Critical Infrastructure
      4. Government
        1. Traffic Enforcement
        2. Law Enforcement
      5. Consumer
        1. Home Security
        2. Baby Monitoring
      6. Other
        1. Financial Services
        2. Healthcare
        3. Gaming
        4. Transportation
        5. Parking Management
        6. Stadiums and Sports
        7. Marine
        8. Drones
    9. Geographic Trends
  3. Technology Issues
    1. Video Analytics Application Pipeline
      1. Edge-Based Video Analytics
      2. Video Analytics Appliances
      3. On-Premises Video Analytics System
      4. Cloud-Based Video Analytics
    2. Technology Issues and Challenges with Video Analytics
      1. Camera-Related Issues
      2. Network-Related Issues
      3. Storage-Related Issues
      4. Server-Based Video Analytics Challenges
    3. Technology Differentiators Used by Vendors
    4. Vision Processing Features of Video Analytics Systems
      1. Person Detection and Facial Recognition
      2. Motion Detection and Extraction
      3. Person Tracking
      4. Emotion Analysis
      5. People Counting
      6. Optical Character Recognition
      7. Video Tagging and Search
      8. Deep Learning vs. Classic Vision Techniques
      9. Use of Supplemental Sensors
    5. Key Issues with Video Analytics Systems in Production Environments
      1. False Alarms
      2. Camera Resolution, Lighting, Distance, and Installation
      3. Real-Time Computation
      4. Power Consumption
      5. Use of AI and Expertise
      6. Scaling and Hardware Acceleration
    6. Universities and Research Institutions
  4. Key Industry Players
    1. Amazon
    2. Ambarella
    3. AnyVision
    4. Avigilon Corporation
    5. Axis Communications AB
    6. BriefCam
    7. Camio
    8. FLIR Systems
    9. Hikvision Digital Technology
    10. IndigoVision
    11. Intel
    12. Johnson Controls
    13. Microsoft
    14. NVIDIA
    15. PureTech Systems
    16. 4SenseTime
    17. SightLogix
    18. Trax
    19. viisights
    20. Vintra
    21. Wyze Labs
    22. Xilinx
  5. Market Forecasts
    1. Forecast Methodology and Assumptions
    2. Overall Video Analytics Market
    3. Edge Video Analytics
    4. On-Premises and Cloud Video Analytics
    5. Video Analytics Government Market
    6. Video Analytics Retail Market
    7. Video Analytics Consumer Market
    8. Video Analytics Smart City Market
    9. Video Analytics Critical Infrastructure Market
    10. Video Analytics Other Market
    11. Security Video Analytics Market
    12. Business Intelligence Video Analytics Market
    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

List of Charts, Figures, and Tables

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
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