Avigilon Unusual Motion Detection (UMD) And Advanced Appearance Search Examined

By: IPVM Team, Published on Apr 06, 2017

Deep learning is a big trend at ISC West and Avigilon is one of the bigger names capitalizing on it.

Avigilon is showing 2 upcoming features:

  • Appearance Search capabilities that extend capabilities from just searching people to faces and vehicles
  • An "unusual motion detection" feature designed to alert users to potentially suspicious or noteworthy activity.

In this report, we examine these new capabilities, including functions and limitations, server/camera requirements, and anticipated release dates.

Appearance ****** - ********

******** *** ***** * general ****** *****, ******* that ****, ***** ******, boats, *** *********** (***** other ********) *** *** still ********** ****** ** a '*******'. *******, **** selecting * ******* ** initiate ** ********** ******, the ******** ***** ********** specific ** **** *******, such ** ****/*****, *** color, **** ******* ** return ******* **** *** similar ** *** ******** object.

** * ************* ** their *** **** **** booth, ******** *** ******* an ******* ** ********* for * ****** ***, with *** ******** ********* through ******** ***** *** returning ******* ******* ** vehicles **** **** ******/***** in **********, *** *** the ***** ******* *** dimensions ** ** ***:

********* *** ****** ****** multiple ******* **************, *** the ******** **** ****** matches *** ***** **** vehicles ** * ******* appearance, ****** ** ********** level, ** *** **** the ******** ****** *** vehicle ** *** ***** matches **** *** ******** searched ***. ******* *** be ******* ******* ** clicking ** ****** **** the ******** ******** ** be *** ****** *******, which **** **** ********* the ***** ********* *******, with *** **** ***** to **** ** **** video ******** **** ******** cameras ******* *** ******* vehicle.

***** ************ *** ******** to ** ******** ** the *** *.* *******, due ** *** ****.

** ******** ** *** Appearance ****** ********* ** shown ** ********'* ********* video *** *** *******:

Appearance ****** - *****

******** ** **** ********* Appearance ****** ** ****** match *****, ****** **** is *** '****** ***********'. In *******, **** ********* for * ****** *** software **** ** **** to ****** ***** ** the ******, *** **** use *************** ** ***** faces ** ********** ****** criteria. **** ******** ********** the *********** ** ************ enroll ****** ** * face ******** *** ******* tight ****, *** **** also ****** ******** *************.

*** ******** ** *** facial ****** ********* **** rely ** *** ****** getting **** ****** ** faces, **** *** *** initial ****** *** *** any ********** ***** ***** the ******* *******.

**** ****** ** ******** to ***** ********* ** search ***** **** * longer **** ***** ** find ******* *** * person, *** ** ******* results **** ******** ****** are ******* *********. *** current ******* *********** ******* primarily ** ********, ***** reduces *** ******* ** search *** * ****** across ******** **** ** video, ** ***** ******** will **** ****** *******. It **** ****** ************* in ********* ** ***** settings ***** **** ****** may ** ******* ********* (wearing ********).

****** ****** ************ ** not **** * ****** release ******* ** **** at **** ****, *** are ******** ****** *** end ** ****, ********* to ********.

Appearance ****** ***********

********** ****** ** ********* from ******** ***** ****, meaning **** ** ******** cannot ***** ** * person ** ******* ** live ***** *** *********** begin ********* *** ***** appearances ** **** ******.

************, *** ******** **** searches ******** *****, ** an ******** ****** *** Appearance ****** ** *** a **** ****-****** ** where * ****** ** vehicle *** ** ** real ****.

Appearance ****** ************

********** ****** ** ********* in *** ********** ***** of *** ******* *+, and ******** *** **** to ******** ** ********** NVIDIA *** **** *** each ****** *** ********** will ** ***** ** (~$400).

Unusual ****** *********

********* **** ************* ** in * '*******' ****, with ** ******** ******* commitment. ******** **** ** will ** ********* ** a ******** ****** ** H4/H4SL ******* **** ********.

******* ****** ********* (***) will *** **** ********** license ***** *** *** cameras ** ***, *** will *** ******* *** hardware, ** ** ** camera-based.

*** **** ** ************ learns *** ******* ****** patterns ** * ****** over *** ****** ** a day, **** **** ******* based ** * ******* 1 **** *********** ******. It **** *** **** on *********, *** ******* uses **** ****** ****. Avigilon **** **** ***** it *** ******* ** detect ******* ******** **** may ******* ****** ******* of **** *** ********* are ******** ** *********/********.

"*******" ****** ** ******* as ******** **** ******* significantly **** *** ******* baseline ** ***** ** time **** *** ******** occurred, **** ** *** activity ** *** *****, and **** ** *** objects ** ******. ** an *******, ** *** system ********* **** ****** on * ******** *** a *** **** ****** on *** ********, **** car ***** ** "*******" due ** *** **** in *** **** ** the ********. *********, ** a ****** ****** *** *** sidewalk **** * ****** area **** ***** ** unusual, *** ** ******** generally *** ***** ******** outside ** *** *********.

****** ** ******* ******** are ********* ** *** cameras ** ****-****, ****** Avigilon ******* *** ******* mostly ** * *** for ********* ** ********* potentially *********** *****, ***** eliminating **** ***** ********* general ****** ********.

*** ********* ***** ***** Avigilon's ***** *** *** (note **** *** ***** callouts ***** ********** *** specific **** ** ******* motion *** *** ** the **** ***** *************):

Focus ** ***-***** *********

**** ** ***** ************ focus ** ***** ********* capabilities ** **** ** benefit ***** *** *** less ********* ***** ********** alarms *** ******, *** more ********* **** ****** their ************ ******* **** efficient *** ********* *****, or ***** ***** ** potentially *********** **********. **** should **** ******* *** appeal ** ********'* ********* capabilities, *** ******** **** users ** ***** ********** money *** *********-******* ******* vs. ***** ***** **** competitive ******* (*********/*****).

Increased *********

****** ***** ******** *** not **** ****, **** do ******* ** ********* benefit ** *** *******'* market ********* ** *** potential ****** ** ******** (e.g., ****** **** *** *** Avigilon?) ** **** ******** Avigilon's ********************* ** ** ********* emerging ***** *** ***** surveillance.

Comments (32)

I bet it works great in an empty boardroom with fixed lighting. 

The investment bankers love it!

We have Apperence Search running on a 300 camera system and it does work with some limitations.  Currently the cameras need to be able to detect individual people for the search to work.  So right now if you have busy hallway (think school when classes are changing) the cameras can't detect individual people.  Other times when hallways are not packed it works well.  Also if you checked out the NVIDIA booth you will see Avigilon has a plan to address the density issue.

I would love to hear from the person that disagreed with my post.

The disagree button is a strange one. Ive had people disagree with me about my own experience. Apparently someone disagrees that you have a 300 camera system installed running appearance search?

Mike, why do you care about something so trivial?

I have no idea who voted to disagree with you but it doesn't matter. You must have better things to do?

Just be confident that by sharing your expertise the overwhelming majority of people will value and respect you.

 

I would love to hear from the person that disagreed with my post.

Why wouldn't you think it was the person that you were disagreeing with in your reply?

 

Thank you for the report and details on timing.  It has been difficult getting a clear answer.

Is there a specific model of NVIDIA graphics card required? Assuming the correct NVIDA card is used does appearance search still increase CPU utilization?

Preferably GPU with Compute Capability factor of 5+

We are using the G Force Nvida 1060 6GB Ram and it works brilliantly. The site has 5.0MP H4A Bullet Cameras.

Note that the 4MB is the minimum. We tried with 2GB 1050 Card and it didn't work.

Hope that helps.

I would recommend using the card from Avigilon's price list (part # HD-NVR3-ANK1-1) as they might not support other cards if you have issues. 

You need 768 CUDA cores Louis, try the GTX 1050ti.

You need 768 CUDA cores to run AS.

I hope IPVM will run own tests soon. AxxonSoft is also promoting forensic search by tracking, colors, faces and LPs and all works perfectly. I've demonstrated it personally to John on real cameras around the booth at ISC and hope to see tests at IPVM lab. This is very hot features and must be evaluated. Am I right ? :)

Update:

The Vehicle Search function is now available with ACC 6.2, available from Avigilon's Software Downloads Page

Regarding the 'Appearance Search' and other enhanced analytics.  Info on the The "HD-NVR3-ANK1-1" does not show up when searched for on the Avig web site.   Nice to know that it does not appear to be a proprietary video card.

What is a bit concerning is that our customers are reporting that the Avigilon rep is telling him (and other dealers) that if customers do not use their sourced server then they will lose out on some of the features built into the new Avigilon version 6, – vehicle search and analytics piece. 

Folks use all kinds of servers, Dells, HP, Seneca (yes I work here ;-)), Lenovo, IBM that are not a Avigilon sourced servers.   Is there any truth to what our customers are being told?

No Truth. Its all about the graphics card. We are running ACC6 with Nvidia Graphics card and AP works like a dream.

 

Once we install the Card, are there special software drivers we need to get from Avigilon to allow it to work (beyond the ones we can get from Nvidia)?

There's an analytics service which has to run on the server. You can find it on the support site. After that, there should be a check box in supported cameras to enable Appearance Search.

Ethan, the 'supported cameras' prompted a new question that I could not find the answer for since I have not installed this (yet).

Does this analytic require the use of Avigilon cameras only?

You need to use H4 Analytic cameras for appearance search to work. 

Avigilon does have a configuration tool that makes some registry changes to enable appearance search but that information has not been shared yet unless you purchase the kit directly from them. 

Avigilon support confirmed they are only able to support appearance search installations running an Avigilon rack mount HDNVR3/HDNVR2 and the M2000 needs to be purchased directly from them. 

 

Min specs for the video card

Nvidia CUDA compute 5.0 or higher
Total Memory - 4GB GDDR5

(no mention about cuda cores but see specs for the M2000)

 

FYI, once the video card is installed, the server fan will crank up to 100% and it is very loud if not in a server room. This is being looked into. 

The 'registry config' is a new item in this discussion.

This requirement is opposite of what Louis posted above.

If we can get him to expand on how he installed everything we can discover what we need to know.  Louis?

Perhaps Avig would consider a 'license fee' if indeed the registry config tool is mandatory.   I dont know what they are charging for the 'kit', but hardware wise, there is no magic there and folks will not be happy paying more than necessary.

If someone has an compatible video card, I would try enabling TCC mode on it. Just make sure it's not on your primary video card or you may not get back into Windows very easily!

 

http://docs.nvidia.com/gameworks/content/developertools/desktop/nsight/tesla_compute_cluster.htm

Avigilon has a new YouTube video demonstrating the UMD's particular search settings:

While it shows many configuration and display options, it is not a very compelling demo as the results they show do not seem particularly interesting or noteworthy. It's mainly surprising since demos generally err to the opposite showing unrealistic successes. We'll cover this more later but just flagging / adding this video in the existing post.

Not certain I understand the use case for this if it only functions on recorded video.

UMD is currently used for recorded video only to help find events faster.  The idea is the system learns what is normal and flags what is not normal for operators to review.

Theoretically, I think UMD for live video has lots of potential. The problem is that it's hard to see UMD to being accurate or valuable enough for live video alerts to make it worth it, i.e., for every 1 UMD alert that people would care about 10x or more would be a nuisance.

I think it's important to emphasize the the difference between "successful imaging" and "successful analytics" usage. 

Successful imaging (defining a scene view and knowing results for viewing and playback quality) is much different than analytics imaging (expecting accurate detection of desired events with minimal false positives). 

In one scene (camera view), analytics of one flavor or another could be very accurate and successful. In another scene, analytics could be a complete failure (high false positives and/or lower probability of detection). 

UMD (and other analytic detections) are going to have their sweet spots and not so sweet spots for usage. 

The biggest headache in the real world is determining when a given analytic is effective for it's desired purpose. This is exceptionally difficult to quantify and will require real world deployments to substantiate effectiveness of the technology. 

It's easy to know what a camera will "see." It's difficult to know what a camera will "accurately detect." In some cases it will be little nuisance, in some cases it will be medium nuisance, in s some cases it will be high nuisance.

The critical question is what nuisance rate is acceptable for the situation; 1x, 5x, 10x or more. It's rarely quantifiable and extremely situation dependent.  

 

I have been testing Client machines that have multiple video cards in them for more performance.

What came to mind based on a customer query is if the AS function can also take advantage of multiple GPUs in a system to be able to support 'more'?

A customer of ours installed Avig newest release on a Lenovo system with an appropriate Nvidia card and has reported that Appearance Search is not activating even after the registry setting.   I do not have one of the special cameras for this, otherwise I could do my own test.

Can anyone confirm that AS still works (or not)  with the current version in a 3rd party server?

Read this IPVM report for free.

This article is part of IPVM's 6,533 reports, 880 tests and is only available to members. To get a one-time preview of our work, enter your work email to access the full article.

Already a member? Login here | Join now

Related Reports

Directory of 206 "Fever" Camera Suppliers on Aug 04, 2020
This directory provides a list of "Fever" scanning thermal camera providers...
Video Surveillance 101 Book Released on Jul 07, 2020
IPVM's unique introduction to video surveillance series is now available as a...
YOLOv5 Released Amidst Controversy on Jul 27, 2020
YOLO has gained significant attention within video surveillance for its...
ISS Presents Face As A Credential and UVSS on Apr 30, 2020
ISS presented its security platform, including access control integration,...
Face Detection Shootout - Dahua, Hanwha, Hikvision, Uniview, Vivotek on Jul 30, 2020
Face detection analytics are available from a number of manufactures...
Seek Scan Thermal Temperature Screening System Tested on May 28, 2020
Now that IPVM has tested Dahua, Hikvision, and Sunell, we are returning to...
Spectron IR Thermal Fever Screening System Examined on Apr 14, 2020
Most are quick to avoid "fever screening" and "medical" labels, but...
Avigilon Social Distancing Analytics Tested on Aug 26, 2020
Avigilon released its social distancing analytics in response to the...
Ipsotek Presents AI Analytics and Object Tracking on May 15, 2020
Ipsotek presented its AI analytics tracking people and vehicles across...
Remote Network Access for Video Surveillance Guide on Jul 27, 2020
Remotely accessing surveillance systems is key in 2020, with more and more...
Euklis Presents AI Analytics on May 05, 2020
Euklis presented its AI facial recognition, LPR, and object recognition...
Face Masks Increase Face Recognition Errors Says NIST on Aug 04, 2020
COVID-19 has led to widespread facemask use, which as IPVM testing has shown...
Tiandy Super Starlight Cameras Tested on Apr 30, 2020
Tiandy is taking aim at China competitors Dahua and Hikvision, with a new...
Meditherm Medical Thermal Cameras Examined on May 07, 2020
US-based Meditherm emphasized to IPVM its 20+ year development history and...
GeoVision Presents AI and Facial Recognition on May 22, 2020
GeoVision presented its AI analytics and facial recognition at the April 2020...

Recent Reports

Hikvision Sues Over Brazilian Airport Loss on Sep 24, 2020
Hikvision was excluded from a Brazilian airport project because it is owned...
China General Chamber of Commerce Calls Out US Politics on Sep 24, 2020
While US-China relations at an all-time low, optimism about relations...
Verkada Disruptive Embedded Live Help on Sep 24, 2020
Call up your integrator? Have someone come by the next day? Verkada is...
IP Networking Course Fall 2020 - Last Chance - Register Now on Sep 23, 2020
Today is the last chance to register for the only IP networking course...
Drain Wire For Access Control Reader Tutorial on Sep 23, 2020
An easy-to-miss cabling specification plays a key role in access control, yet...
IPVM Camera Calculator User Manual / Guide on Sep 23, 2020
Learn how to use the IPVM Camera Calculator (updated for Version 3.1). The...
Installation Course Fall 2020 - Save $50 - Last Chance on Sep 22, 2020
Today is your last chance to save $50 on registration for the Fall 2020 Video...
SimpliSafe Business Security Launched Examined on Sep 22, 2020
SimpliSafe has launched "SimpliSafe Business Security" that the company...
FLIR CEO: Many New Fever Entrants "Making Claims That The Science Just Won't Support" on Sep 22, 2020
FLIR's CEO joins a growing number calling out risks with fever / screening...
China Bems Temperature Measurement Terminal Tested on Sep 22, 2020
Guangzhou Bems (brand Benshi) is the manufacturer behind temperature...
Axis Exports To China Police Criticized By Amnesty International on Sep 21, 2020
Axis Communications and other EU surveillance providers are under fire from...
Milestone XProtect on AWS Tested on Sep 21, 2020
Milestone finally launched multiple cloud solutions in 2020, taking a...
Mobile Access Control Usage Statistics 2020 on Sep 21, 2020
Most smartphones can be used as access control credentials, but how...
Axis Compares Fever Camera Sellers to 9/11 on Sep 18, 2020
Axis Communications, the West's largest surveillance camera manufacturer, has...