Video Analytics

Smart Cameras, Software, and Services for Retail, Transportation, Consumer, City, Critical Infrastructure, and Enterprise Applications: Global Market Analysis and Forecasts

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Pages: 61
Tables, Charts,
     & Figures:
85
Publication Date: 3Q 2016
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Video analytics systems, which extract information from video content that is meaningful as perceived by the human eye, are gaining greater traction in a diverse set of application markets including retail, transportation, consumer, cities, critical infrastructure, and enterprise, among others.  These systems may use intelligent cameras with onboard vision processing or specialized server-based software platforms, which are increasingly being aided by deep learning algorithms to help organizations interpret and analyze meaning within an ever-increasing flood of video content.  While many of the early use cases for video analytics relate to security and surveillance, the applications for the technology are rapidly diversifying to include a broader range of business intelligence and situational awareness use cases.

The video analytics sector, which combines data science with video and computer vision, is already a crowded field with dozens of active vendors in the space including startups as well as blue chip companies.  This level of activity and competition is driving a significant amount of innovation in technologies and business models, however the market fragmentation means that many video analytics solutions remain proprietary and vendor switching costs can be high, which serves as a disincentive to investment.  With that said, key drivers for the market include rapidly declining prices for smart cameras, the development of more sophisticated computer vision and deep learning algorithms, and the emergence of new use cases for video analytics to optimize marketing and resources.  Tractica forecasts that video analytics hardware, software, and services revenue will increase from $858 million in 2015 to nearly $3 billion in 2022.

This Tractica report examines the market trends and technology issues surrounding video analytics technologies and presents forecasts for hardware, software, and services during the period from 2015 through 2022.  The report presents in-depth analysis of market drivers, market barriers, application markets, and technology issues, in addition to detailed profiles of 20 key industry players.  Key application markets covered include retail, transportation, consumer, city, critical infrastructure, and enterprise.  Market forecasts, segmented by world region, include hardware unit shipments as well as hardware, software, and services revenue.

Key Questions Addressed:

  • What are the key factors driving the adoption of video analytics in various application markets?
  • How will the mix of video analytics applications and use cases evolve over the next several years?
  • What are some of the key policy and regulatory factors that will influence the development of this market?
  • How is computer vision being utilized in video analytics?
  • How is deep learning being leveraged to improve video analytics results?
  • Who are some of the key players in various aspects of the video analytics market, and what are their relative strengths and weaknesses?
  • What is the scale of the video analytics business opportunity by segment and geography?

Who Needs This Report?

  • Smart camera device manufacturers
  • Video analytics software companies
  • Service providers and systems integrators
  • Consumer electronics manufacturers
  • Semiconductor and component companies
  • Organizations deploying video analytics technology
  • Government agencies
  • Investor community

Table of Contents

  1. Executive Summary
    1. Introduction
    2. Market and Trends
    3. Key Market Trends
    4. Business Models
      1. Software-as-a-Service
      2. Hardware-as-a-Service
      3. One-Time Payment and Maintenance
    5. Market Forecast
  2. Market Issues
    1. Market Definition and Overview
    2. Market Drivers
      1. Need for Public Safety and Security
      2. Increased Use of Networked IP Cameras
      3. Need for Personal Security
      4. Increased Labor Costs
      5. Increased Accuracy via Powerful Hardware and Software
    3. Market Barriers
      1. Accuracy
      2. Long Sales Cycles and Time to Revenue
      3. Pricing and Business Models
      4. Legacy Installations
    4. Regulatory Issues
      • Export Regulations
      • Privacy Issues
    5. Key Markets and Applications
      1. Financial Services
      2. Healthcare
      3. Retail
        1. Consumer Behavior
        2. Security
        3. Marketing
        4. Operations Optimization
      4. Gaming
      5. Transportation
      6. Critical Infrastructure
      7. Government Surveillance
      8. Traffic Enforcement
      9. Parking Management
      10. City Surveillance
      11. Stadiums and Sports
      12. Consumer
        1. Baby Monitoring
        2. Home Security
      13. Marine
      14. Drones
      15. Traffic Enforcement
    6. Geographic Trends
  3. Technology Issues
    1. Computer Vision and Video Analytics
      1. Camera-Related Issues
      2. Network-Related Issues
      3. Storage-Related Issues
      4. Server-Based Video Analytics Key Aspects and Challenges
      5. Edge-Based Video Analytics Challenges
      6. Video Analytics Appliances
      7. Technology Differentiators Used by Vendors
    2. Vision Processing Aspects of Video Analytics Systems
      1. Facial Recognition
      2. Motion Detection and Extraction
      3. People Counting
      4. Optical Character RecognitionVideo Tagging and Search
      5. Deep Learning and Convolutional Neural Networks
      6. Use of Supplemental Sensors
    3. Industry Associations
      1. Embedded Vision Alliance
      2. Physical Security Interoperability Alliance
    4. Key Video Analytics Technology Challenges
      1. False Alarms
      2. Camera Resolution, Lighting, Distance, and Installation
      3. Real-Time Computation
      4. Power Consumption
      5. Technology Expertise in Deep Learning
      6. GPU Capacity and Cost
    5. Universities and Research Institutions
  4. Key Industry Players
    1. Auviz Systems
    2. Avigilon
    3. Berkeley Design Technology Inc.
    4. CEVA, Inc.
    5. Movidius
    6. NVIDIA
    7. PureTech Systems
    8. IBM
    9. Honeywell International Inc.
    10. Verint Systems Inc.
    11. Milestone Systems (Canon Group)
    12. Tyco International PLC
    13. Brickstream
    14. RetailNext, Inc.
    15. Xilinx, Inc.
    16. Qognify (formerly NICE Systems)
    17. Tend Insights, Inc.
    18. Google
    19. Allied Vision Technologies GmbH
    20. BriefCam
  5. Market Forecasts
    1. Forecast Methodology and Assumptions
    2. Market Forecasts
      1. Overall Market
      2. Overall Market for VA Hardware
      3. Overall Market for Computer Vision Software and Services
      4. Transportation Market
      5. Retail Market
      6. Consumer Market
      7. City Market
      8. Critical Infrastructure Market
      9. Enterprise Market
      10. Other
    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

List of Charts, Figures, and Tables

Charts
  • Video Analytics Total Revenue by Application Market, World Markets: 2015-2022
  • Video Analytics Total Revenue by Region, World Markets: 2015-2022
  • Video Analytics Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics City Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Other Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
  • Video Analytics Transportation Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
  • Video Analytics City Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics City Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics City Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics City Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
  • Video Analytics Critical Infrastructure Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
  • Video Analytics Enterprise Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
  • Video Analytics Consumer Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
  • Video Analytics Other Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Other Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Other Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Other Market Hardware Average Selling Prices by Region, World Markets: 2017-2022
Figures
  • Video Analytics Value Chain
  • Typical Video Analytics System
  • Facial Recognition Using Computer Vision Algorithms
Tables
  • Video Analytics Total Revenue by Region, World Markets: 2015-2022
  • Video Analytics Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Total Revenue by Application Market, World Markets: 2015-2022
  • Video Analytics Retail Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Retail Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Transportation Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Video Analytics City Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics City Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics City Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics City Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics City Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Critical Infrastructure Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Enterprise Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Consumer Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Video Analytics Other Market Revenue by Region, World Markets: 2015-2022
  • Video Analytics Other Market Hardware Revenue by Region, World Markets: 2015-2022
  • Video Analytics Other Market Software and Services Revenue by Region, World Markets: 2015-2022
  • Video Analytics Other Market Hardware Unit Shipments by Region, World Markets: 2015-2022
  • Video Analytics Other Market Hardware Average Selling Price by Region, World Markets: 2015-2022
  • Application Markets for Video Analytics
  • Comprehensive Listing of Features Detected by Video Analytics