Top 3 Problems Limiting the Use and Growth of Video Analytics

Author: John Honovich, Published on Jun 18, 2008

While video analytics holds great promise, people are still asking about the viability of using analytics in the real world. Indeed, as stories of video analytic problems have spread, concerns about the risks of video analytics now seem higher than a few years ago when the novelty of the technology spurred wide excitement.

This article surveys the main problems limiting the use and growth of video analytics. It is meant to help security managers and integrators gain a better sense of the core issues involved.

Top 3 Problems:

  1. Eliminating False Alerts
  2. System Maintenance Too Difficult
  3. Cost of System Too High

Eliminating False Alerts

Since the goal of video analytics is to eliminate human involvement, eliminating false alerts is necessary to accomplish this. Each false alerts not only requires a human assessment, it increases emotional and organizational frustration with the system.

Most are familiar with burglar alarm false alarms and the frustration these causes. On average, burglar alarm false alarm per house or business are fairly rare. If you have 1 or 2 per month, that is fairly high. Many people do not experience false alarms of their burglar system for months.

By contrast, many video analytic systems can generate dozens of false alarms per day. This creates a far greater issue than anything one is accustomed to with burglar alarms. Plus, with such alarms happening many times throughout the day, it can become an operational burden.

Now, not all video analytics systems generate lots of false alarms but many do. These issues have been the number one issue limitation of the integrators and end-users that I know using and trying video analytics.

System Maintenance Too Difficult

System maintenance is a often overlooked and somewhat hidden issue in video analytics.

Get Video Surveillance News In Your Inbox
Get Video Surveillance News In Your Inbox

Over a period of weeks or months, a video analytic system's false alerts can start rising considerably due to changes in the environment, weather and the position of the sun. This can suddenly and surprisingly cause major problems with the system.

Not only is the increase in false alerts a problem, the risk now that the system could unexpectedly break in the future creates a significant problem in trust. If your perimeter surveillance one day stops functioning properly, you now have a serious flaw in your overall security plan.

This has been a cause of a number of video analytic system failures. The systems, already purchased, simply get put to the side becoming a very expensive testament to not buying or referring one's colleagues to video analytics.

This being said, not all video analytic systems exhibit this behavior but you would be prudent to carefully check references to verify that existing systems have been operating for a long period of time without any major degradation.

Cost of System Too High

While you can find inexpensive video analytic systems today, these system tend to exhibit problems 1 and 2, high false alerts and poor system maintenance. Indeed, in my experience, video analytic systems that are either free or only cost $100-$200 more generally have significant operational problems.

One common feature of systems that work is that the complete price for hardware and software is usually $500 or more per channel for the analytics. Now just because a video analytic systems is expensive obviously does not mean it is good. However, there are necessary costs in building a systems that is robust and works well in the real world.

The cost of video analytic systems comes in making them robust to real world conditions that we all take for granted. The developer needs to make the video analytic system “intelligent” enough to handle differences in lighting, depth, position of the sun, weather, etc. Doing this involves building more complex or sophisticated programs. Such programs almost always require significantly more computing hardware to execute and significant more capital investment in writing, testing and optimizing the program. All of these clearly increase costs.

The challenge is that it is basically impossible to see this from marketing demonstrations because from a demo all systems invariably look exactly alike. This of course has the vicious effect of encouraging people to choose cheaper systems that are more likely to generate high false alerts and be unmaintainable.

If you select a system that works, the cost per camera can make it difficult to justify the expense. Indeed, so much of the first generation video analytic deployments, came from government grant money, essentially making the cost secondary or not relevant. Nevertheless, for video analytics to grow in the private sector, they will not only need to work they will need to generate financial return.

When video analytics allow for guard reduction or reduce high value frequent losses, it is easy to justify and you see companies having success here (in terms of publicly documented cases, IoImage is the leader here). For other cases, where humans are not being eliminated, the individual loss is small or the occurrence of loss is low, the cost can be a major barrier.

Conclusion

Though I anticipate video analytics successes to increase, I believe such success will be constrained to applications where the loss characteristics and/or the human reduction costs are high. While analytics will certainly become cheaper, such cost decreases will take time and in the interim, it is these high value applications where analytics can gain a foothold of success.


4 reports cite this report:

Do Video Analytics Work? - Survey on Aug 11, 2009
The question, "Do Video Analytics Work?" is currently receiving a lot of attention. Such a question can be asked both technically and as a matter...
How much does Video Surveillance Cost? on Jan 11, 2009
This report provides rough estimated prices for video surveillance products and systems including cameras, video management systems, video...
Texas Instruments Simplifying Smart Cameras on Dec 06, 2008
To date, smart cameras are more promise than reality. While smart cameras receive significant press and a number of products are available,...
Video Analytic's Greatest Value - Storage Reduction on Sep 07, 2008
While video analytic promotion focuses on stopping and solving crime, the greatest value for video analytics historically and for the immediate...

Related Reports on Video Analytics

BluB0x Company Profile on Feb 20, 2019
BluB0x has doubled in revenue every year since its founding in 2013, according to CEO Patrick Barry. We originally reported on them in 2015. At the...
Solink Raises $12 Million - Company Profile on Feb 12, 2019
Most industry professionals have never heard of Solink, a company whose tagline is: It's time to revolutionize the way business uses...
ONVIF Video Surveillance Tutorial on Jan 29, 2019
ONVIF is well known within the surveillance industry as an interface to connect IP cameras and VMS systems. However, new users may find it...
Bosch Favorability Results 2019 on Jan 23, 2019
Bosch's favorability moderately strengthed, in new IPVM integrator statistics over their results from 2017, with 2019 results showing strong net...
Avigilon Favorability Results 2019 on Jan 15, 2019
Since IPVM's 2017 Avigilon favorability results, the company was acquired by Motorola and has shifted from being an aggressive startup to a more...
Gorilla Technology AI Provider, Raises $15 Million, Profiled on Jan 15, 2019
Gorilla Technology is a Taiwanese video analytics manufacturer that recently announced a $15 million investment from SBI Group, saying this...
Managed Video Services UL 827B Examined on Jan 09, 2019
Historically, UL listings for central stations have been important, with UL 827 having widespread support. However, few central stations have...
IPVM Best New Products 2019 Opened - 70+ Entrants on Jan 07, 2019
The inaugural IPVM Best New Product Awards has been opened - the industry's first and only program where the awards are not pay-to-play and the...
Axis Tailgate Detection Tested on Jan 04, 2019
Axis is aiming to tackle tailgating, one of access control's biggest issues, with the Tailgating Detector ACAP application. This camera app claims...
The Battle For The VSaaS Market Begins 2019 - Alarm.com, Arcules, Eagle Eye, OpenEye, Qumulex, Verkada, More on Jan 02, 2019
2019 will be the year that VSaaS finally becomes a real factor for professional video surveillance. While Video Surveillance as a Service (VSaaS)...

Most Recent Industry Reports

From The Basement To Buried Behind Chinatown: ISC West Emerging Technology Zone on Feb 22, 2019
What does ISC West think about 'Emerging Technology'? Well, last year, they put those companies in the basement. This year, they moved them up to...
Private School IT Manager Surveillance Interview on Feb 22, 2019
This IT manager describes himself as the "oft-maligned IT person" whose "opinions may not always be appreciated by the integrator crowd." But he is...
Outdoor Camera Mounting Hardware Guide on Feb 21, 2019
Mounting cameras outdoors can be challenging, requiring understanding different types of equipment and methods. In this guide, we teach this...
HID Favorability Results 2019 on Feb 21, 2019
HID favorability results were strong, in the 2019 IPVM integrator study of 200+ integrators, with a net +62% and low negativity as the table below...
First US State, Vermont, Bans Dahua and Hikvision on Feb 21, 2019
The first US state, Vermont, has issued a ban on a number of Chinese and Russian manufacturers including the world's 2 largest video surveillance...
ADI 'SAVE BIG' On FLIR And Hikvision Examined on Feb 20, 2019
One is a major US defense supplier. The other is owned by the Chinese government. But you can "SAVE BIG" on both at ADI. In this note, we...
BluB0x Company Profile on Feb 20, 2019
BluB0x has doubled in revenue every year since its founding in 2013, according to CEO Patrick Barry. We originally reported on them in 2015. At the...
Massive Leak Of Chinese VMS Provider Exposes Xinjiang Surveillance on Feb 20, 2019
A subsidiary of China’s claimed largest VMS provider is tracking the precise location and ethnicity of millions in China’s Xinjiang region,...
Security Installation Tools Guide - 22 Tools Listed on Feb 19, 2019
In this guide, we cover 22 tools that security installers frequently use. This is one part of our upcoming Video Surveillance...
Sales Cuts At Rasilient on Feb 19, 2019
Over the past 2 years, video surveillance storage specialist Rasilient has expanded its workforce significantly, aiming to build its own branded...

The world's leading video surveillance information source, IPVM provides the best reporting, testing and training for 10,000+ members globally. Dedicated to independent and objective information, we uniquely refuse any and all advertisements, sponsorship and consulting from manufacturers.

About | FAQ | Contact