Avigilon Facial Recognition 'Appearance Alerts' Tested

******** *********** '********** ******'** *** *.*, ***** adds ****-**** ****** ***********.

** *** *** **** performed, ** ****** **** with *** *** *** H5A ******* *** ****.*, examining:

• *** **** **** ******** face *********** ****?
• ***** **** ** ****?
• **** *********** ***** *** face ********* **********?
• **** ********/*** ** ******** for **** ***********?
• **** ** *** ******* angle ** ********* ** recognizes *****?
• *** **** **** ** work ** *** *****/** lighting?
• *** **** **** ** cost?
• *** **** ********** ******** on *** ********* ****** is ********?

********** ****** **** ************ ******, ***** ** tested ****.

[***************]

Search ** ******

***** ********** ****** ****** for ***** ******* *************** like *****, ***, ******, age, ******, *******, ***., Appearance ****** **** ****** on ******* *****. **** can ** ********* ***** they **** ******* ******.

Notice: ***** ****** **** ******

***** *** ******* **** strong, ** **** ** emphasize **** *** **** on * ***** **** of ~** *****, *** less **** *** ****** test ******** **** * short ****** ** ****. Given ******* ****** *********** issues, ** ********* ***** scale ***** ** ******* larger, ****** ***** ** verify *** ********* ******.

Detailed ********** ***** ********

*** ******* ********** ******* positives:

• **** *********** ********** ** ~90PPF:** ***** **** **** recognition ****** ******** ** ~90PPF ** ****-*** ******. This ** ***** **** many ***** ******* **** require ****** ** ******, but ******* ** **** we ***** *************.
• ****** **** ***** ***********:** *** *****, ******** recognizes ***** **** ****** confidence ** **** ****** and **** **** (******* from * - **' high, *° ** **° down ****, *** * - **°). **** ******* it ** **** ** recognize ***** ************ ** targets ** **°************* ** the ******, ***** ******* Anyvision (********* ****** *********** ******) *********** **** **** **** Recognition ****** (******)*****.
• ***** ******** **** **% Mask ********:******** ********** ***** **% obscured ** * ****. This ** *** ***** face *********** **** ** found ****.
• ******** ******** ** ********** with ****/**********:*** ****** ******* *********** (e.g. ***, **********), ******** recognized ******** ******* ********** or * *** ** high **** **** (~**°) but **** ***** ********** settings, ******* **** ** the **** **** ****** a **** ** *********** at ~**° ** ******.
• *** ***** ********* ** the ******* ***** ** incidence, *** ***** ********:*** ***** *********** ** solid, ******* ** **** light *********** ** ***** systems. ** ********** ***** at *********** **** **** angles (~**°) ***** ******* toward *** ****** *** only ****** **********. ** recognized ***** ** ******* walking ** * **° angle ** ** **° down ****. ****** **** light ***********, ** ****** recognize ***** ***** **°*************.

*******, ***** *********** *********** was *****, **** **** management ** ******* *** has ******:

• ** ******** ****** *********:***** *** **** ** added ** *** ***** list ***** ***** ******* by ********* ************ *******, not ******** ***** ***** (e.g. ********). ******** **** they ***** ** ****** this ********** ** *** 7.6, *******, **** ** a *********** ********** *** early ******** *** **** to ***** *** * person *** *** *** been ** *** ******** location ***.
• ****** **** ********* ****:** *** *.* **** 1 ***** **** ** supported, ***** ******* ** all ***** ***** ****** as * ****** *****. This ******** ***** **** creating **** ******* *** specific ****** **** ******* multiple ****** ** **** person, *******, *** **** images *** ********* ** one ****. ******** **** they **** ** ****** support *** ******** ***** in *** *.*.
• ********* ***** *** ****** Allowed:** **** **** ** create ********* ***** ******* and **** ********* ******. Avigilon **** **** ***** be ********** **** ** a ****** *******.
• *** **** ****** ****** Supported:***** ******** ********** **-*** PPF ****** *** *** Face ***** **** ********* images, ** ***** **** the ****** ******* **** lower ********** ******. ************, reference ****** **** * significant **** **** **** contains ******* **** ****** (e.g. *****, ****, **** not *******) **** ********.
• ****** *********** ***** **** Beards/Face *********:** ***** **** **** faces **** ****** *** any **** ********* ******** in *** ****** ********* the ***** ** * reference ***** ** *** Watch ****. ******** **** that ********** *** ***** of ********* *** ****** for ********* ** ***** but *** *** **** any ******** ******** **** beards, ****** **** **** and **** ****** ** visible.
• ** ******** *********:** *** *****, ******* photos ** * ****** of ******** ** ****** displayed ** ****** ******* could ** **** ** trigger *********** **** ********** nearly ** **** ** the ******* ********** ******** the *****. ******** **** they *** *** ***** the ********* *** ******** detection ******* ** ** not ********* **** *** access *******.

Comparative **** *** ******

********** ****** ** ********* compared ** *** ******* number ** ***** ************ NVRs **** ******* ****** recognition *** **** *** relatively *********** ******** ** Western ******** ********* **** routinely ****** $*,***+ *** channel.

********** ****** ******** * per-channel **** *********** ******* which ** $*** **** with * ** ******* minimum.

Face ***** ********** ****** *********** *** **********

*** ********* *-****** ***** reviews **** ***** **** management *** *********** ***** from ******** *****:

*** ********* *-****** ***** reviews *** ********** ****** and **** *********** ***********, examining **** *** *** performance ******:

Face *********** ******** ***** **** ***** ***** *****

** **** *****, ******** performance *** *****, **** high ********** *********** ** subjects, ** *********** ****** of **********, **** ** this ******* ** ~**° perpendicular ** *** ******:

**** **** *** *******'* face **% ******* **** a ****, ******** *** able ** ***** **** a **** ***** ** confidence:

** ***** **** ******** was **** ** ***** subjects ******* *********** (*.*. sunglasses, ****, *****), *******, confidence ******* **** **** to ****** ** *** levels:

*** *********** *** ********** with ***** **** **** capture *** * *********** down **** ***** ** well:

**** ** * ******* result **** ** ***** in ************ ****, ***** **** ********* well **** * *********** head ****.

*******, **** ***** *********** was ***** ** *** light *** ** *********** scenes, **** * ****** decrease ** ********** **** high ** ******, *** no ****** ****** ** incorrect ***************:

Face ***** **** ************ *** ********** ******

***** *** ** ***** manually **** ******** *****, which *** *** ** the ******* *********** ** noted ** *********** ********** ****** ****. ********** ***** *** no ****** ** ******** select ***** **** *** analytics *** *** ************* detect:

*** ****** ******** ******* is ***************, *** ********* the ********* ** ****** we ***** ** *** previous ****:

*******, **** *** ** confusing *** ***** ** there ** ** *** to ******** ****** ***** faces ***/*** *** *****, there ** ** ********** of ******* * **** is ** ** *** detected, *** ***** ****** be ***** *** *****. This **** ********** ** ** ********** parameter ** *** *******'* appearance, ******* ** ******** color, ******/***** *****, ***.

************* ******** ***** *** also ** ***** ** the **** ***** **** from ********** ******, ** was ********** *******.

* ********* ***** **** could ******** *********** ***** positives, *** **** ***** list ******* ****** **** limited **** *******, **** significant **** **** ******:

************, ** ***** **** subjects **** ****** **** more ****** ** ** rejected, ************ ** ***** mouth *** *** ******* or ********, **** ** the ***** *** **** face ******* **** ***-******* subjects:

******** ***** **** *** ideal ********* ***** ****** have ~******, *** **** eyes *** **** *******, and **** ************ **** be ********* ** *** 7.8 **** ******** ******:

********* *** ********* ***** and ********** ******** **** are *** **********

• ******* ** (******* **) pixels ****** *** **** ear-to-ear *** ****-**-*** ** the ********
• ***** **** ****** ****** not ** ********, ****** include *********, **** ***** above *** *** ** the ****, *** ****** have **** *** **** visible
• *** **********, ***** ** a ********** *** *******-**** score ****. ** ******** to **** **** *** weighting ** **** *****. For ****.*, ******* ***** are ***** **** ******** video *** ********* ***** criteria *** *******. ** ACC *.*, ******** ********* images **** ** ********* to * ****** ******* quality *** *** ** will ******* * ***** image ******* *****.

******* ********** **********, *** Face ***** **** ****** duplicate ***** *** ****** to ** ******* ** the ***** ****:

******** **** **** ** ACC *.* ******** ****** of *** **** **** and **** **** ** prohibited.

Duplicate ****** *** ** ****** **** ****** *******

**** *** ****** ***** List *** ********* ***** supported, ** ***** **** multiple ******* ***** ** alerted ** * ****** appearance ** * *******:

**** ***** ** ** issue ** * ****** subject *** *+ ********* images ** *** ***** List, ***** ***** **** the ****** ****** ****** list ** *** ***** of ********* ********* **** a ****** **********.

Face ***** **** ****** ******* / ** ****** *** *** **** ***********

**** ***** **** ***** filtering ** *** ******** ACC ***** ****** ***** well, ******* ********* *** matched *****:

*** ******* ********** **** is *** ******* *** not ** ******** *** a ****** **** *****, so * ****** **** 1000s ** ******** *** day/hour **** ** ****-********* to ****** *******.

************, ***** ** ** function ** *** **** Watch **** ********** ****** to ******* *** *********** of * *******. ******** said **** **** ** added ** *** *.*:

**** ******** ** * real-time ********** ******** ** this ***** ** ****. In *** *.* *** will ** **** ** launch ********** ******** **** the **** ********* *** also ****** ****** ** launch ********** ********.