*********'***** **** ****** *****************, ****** **** ** "****** ******** deep ******** ********* *** ******** *** to ******* ******* **** *********, *******, and ********** ** ********** **** *********** and ******* ***** **********."

** ****** *** ****** ******-**********-*, *********:
- **** ** **** ****** ******* ******* the *****?
- **** ** *********** ******?
- **** ********** **** ** ********* *********?
- **** ** ********* ********* ******* ** faces?
- **** *** ** ******** *** ******* performance?
****: **** ****** *** **** **** in ***** *** ***** ***** ** the ***** *** * **** ** more *** *** **** ******** ******** for **** ** *** ****** ******.
*******
*** ********* **** **** ******'* ****** recognition *** ****** ******** ***** *********-*********** settings, **** ** ********* ************ (*** person ********** ** *******) ** **** a ***** ** *******, *** ****** performance ** *** ****** ***** **** been ****** *** ***** **** *** systems.
*******, ** ********** ******* ********* ******* as ***** (*** **** *** *********), suffers **** ****** ***** *** ******* confidence ** **** ******, *** ***** range ******** ** ***** ******* ****** (~10-11') *** ** *** **** ***** lenses **** ** *** ** ********* view ** *** ******** ******.
Key ********
** *** *******, *** **** **** Facial *********** ****** *** **** *********:
- ** ***** ************:********** * ***** ** *******, *** camera ***** ************* *** ****** *** another ****** ********** *** ****** ****** and ~*** ***** ** *** ****** libraries.
- **** ********** *** ***********:** * *****-****** ***** **** *******, the ********* **** **** ****** ********** subjects **** *** **** ********** ** evenly *** ******. **** ***** *** historically **** ** ***** *** ***** face *********** *******/*******, **** ** *****, AnyVision, *** *******.
******** ** *** **** **** *********:
- ********* ******* ******** ** *****:******* ** *** ***** **** ** boxes ** **** ***** ******** ** floor **** ******** ** *****, ******* iVMS's "**** ******* *********" **** **** useless **********. ***** ** ** *** to ****** ******** ******* ** ****** them **** ********* ******* ******** **** area ** *** ***** **** *** detection ****.
- ***** ****** ** ****/** ******:** * ****/** ***** (~*.** ***), ~1/6 ** ***** **** ****** **********, even **** * *** ******** ****** of ~*.*** *** * ******** ** ~10°.
- **** ******** ******* *******/*********** ***** ** IR/Light *******:***** *** **** ******** *******, **** in ** ** ***** *** ***** may *** *** **** ** ****** faces ******* *******, **** ****** ****** this ******* ****** *** ****** ***********.
- ***** **** ********** ******** ***** *********** Settings:***** *** *********** ** ****** (**** pupil ** *****) ********* ******** *** only ~**-**' (~** - *** ***). Pixel ******* ****** *** ** ******* to * ******* ** **, *** detection ****** **-**' ** **********.
- ** ******** *********:******* * ******* ** * ******* to *** ****** ******** * ********, high ********** *****.
Vs ***** **** *** ******
*** **** **** **** *********** ****** performed ****** **** ******** **** ***************** ** *** ******* ** *** key ****:
- ***** *** ***** ****** ******* *** person *** ******* ******* ***** **** two ***** ** *******, *** **** Lens **** *********** ****** *** *** mistake ****** *** ******* ****** ** ~1 ***** ** *******.
- ************, *** ********* ****** ******** *********** under ~* *** *** ** *** integrated **, ***** ***** **** *********** camera *** *** *******.
*******, *** ***** **** ****** *** not ****** **** ********* ****** ********* issues ** *** *****, * ******* issue ** *** ********* *****. *******, the ********* **** **** ****** ** more ********* (~$*,*** **. ~$*,***) *** requires * ******** ***** ****** ******* of ***.
Vs *********
*********'* **** **** **** *** ****** has *** *** ********** *************:
- *****, ****** *** ****** ** ********* compared ** ******* ** *******, ** is **** ***** ****** **** **** a ***** ********* **************, ***** ****** at $*,*** **** *** *******, *** does *** ******* ****** ******** ** cameras.
- ******, *** **** **** ****** ********* much ****** ** *** *** ** scenes **** *********. **** **** ******* with **** ********** ****** **** **** and *****, *********'* ********** ******* *********** in ***** ******.
*******, ** *** *** *********, ** well:
- ********* ******* **** ********* ****** ********* similar ** *********. *******, ** ******** no ***** ** ****** ***** ******* or ****** **** **** ****** ********** as ********* ****.
- ******, *** ****** *** **** ** not ***** *** ** *** ******** search ******** ***** ** *********, **** as ********* ****** ** ** ******* in ******** *****, ****** *** ******** subjects, ** ****** ** ********* ****** cameras.
*******
*** ********* ***-**********-* *** ** *********** *** ~$*,*** ***.
Physical ********
*** **** **** **** *********** ****** looks ****** ********* **** *** ******* security ******, *** **** **** ***** two ******* ***** ** **** ********* to * **** *** ********** *** network *** ***** ***********. ***** ** review ***** ******** ***************.

No ******************
*** **** **** ****** *** *** mistake *** ****** *** ******* ********** a ***** ** ******* *** ***+ people ** *** ********. ********** *** very **** ** **** ******, **** ~85-95%, ********* *** ***** (~*-* ***), dark (~*.** ***) **** **, ***, and ******* **** ****** *** *********.

Short ********* ***** *** ******* ***********
***** ** ****** ******* *** ******, the ****** *********** *******, *********** *** optimal ** ******** ****** ******* **** ~6° ** ~**°. ** ***** **** missed ***** ***** ******** ** ****** lit ******.
*******, ********* ******** ** ******* ** ~10-11' (~**-*** ***) ****** *** ******'* 90° ***** ** ****. ******** ******* this ***** **** ****** *** ********, making *** ****** ******** ** ***** areas.

Low ********** *** ****** ********* ** ****** *****
***** ***** ******* ***** ********* ******* in ****** ***** *********, *** *********** beyond ~**-**' *** ********, **** **** lower ********** ****** (~**-** **. **-**). However, **** ***** ***** ******** ** still *** ** ***** ************.

Confidence *******/****** ** ****** ********* ** **
** * **** ***** (~*.****), ********** drops ~** ****** **** *** **** is ******* ******* *** *** ****** has ******* ******** (~*°). ******* ******** of ~**° ******* ** ****** ********** or *** ********** ***********.

Poor *** ***** *********** (~* ***)
** * *** ***** *****, ***** were **** ******** ** * *** confidence (~**-**) **** **** * *** mounting ******/******** ***** *** ** ***** in *** ***** *********** *** **** of *** ****. ***** **** ****** detected ** ******* ****** ** *********, even **** ***** ******** ******.

Solid *********** ** *** *****
*** **** **** **** *********** ****** was **** ** ******** ********* ****** at "******" ********** (~**-**) ** *** scenes, **** ** *** ******** ******* lobby **** ******* *****. ***** ******* and ****** *********** ******** ** **** tested **** ****** ** ******** ******* faces ** **** *****.

Lower ********** **** ****** *** ******* ***/**********
********** *** ********* ~** ****** ***** when ******** **** ******* ****/********** ******* through *** *****, *** *********** *** still ***** ** **** *** ******.

********* *** ***** **** ** *** face, **** ** * ***** ** mask, ******** ** * ***** ****, with ** ********* ** ***********, ********** of ********, *****, ** ********.

Inanimate ******* ******** ** *****
****** *******, *** **** **** ****** detected ******** ********* ******* ** *****. For *******, *** *** ** *** field ** **** ***** *** ******** constantly. ** **** *****, ********* ******* made ** * *********** ******* ** detections *** ***.

**** **** ***** ** ** *** to **** ******* ** *** * face ** ****** **** ** ****** detections ** *** ******** ***********.
No ******** *********
*** **** **** ****** **** *** include ******** *********. ******* ******* *** scene **** * ******* ******* ** a *******'* **** ******** * **** confidence ******** ******.

Face ******** ******* ******
*** ****** ******** **** ********, ***** is ******** ** ****** ******** ** the ****** **** * **** ** detected. *******, **** ***** ** ** integrated ** ******, ******** **** *********** from ~**' ********, *********** ******** ******* and **** ********* ***********.

************, ******* ****** ** ***** **** exposure *** ******* ******** ** * totally ***** *****. **** ***** ******** for ~* ******* ***** ******** ********** properly. [[***, **** *** ********* *** about ****?]]

iVMS ***********
*** **** **** **** *********** ****** integrated **** ********** *** ****-****, ******** live ******* ** ***** ******** *** recognized ***** **** ****** *************.

Third ***** *** ***********
********* **** **** **** *********** ****** integrates **** ********* *** ************ **** *********** ******, ***** * **** *********** ***** is ***** ** ** **** **** in *** ******. *** ****** **** offers ** ***** *** ***** ** the ****** ******* ******* *** ***** when *** ***** ** *********, ** does *** ******* *** ****** ******** from *** ******* ** *** ******** metadata.

*** **** *********** ********* ** *** integrate **** ********, ***********, ******* ******** Center, ** ******* ***** *********.
Some ** ******** ** *******
**** ** ******** ** *** **** lens ****** **** ** *******, ******* the **** **** ** ****** *** camera **** ** ********** ** *********** and ******* ** *** ****** ********* North ******** ********.
*** *******, ***** *****, ** **** unable ** ***** ******* *****/******** *********** when ******** ***** ******* ********* *** in *******:

Setup/Adding ***** ** *******
******* ** **** *********** ** ******* to ***** ********* *********. ***** ****** need ** **** *** ********* *** exclusion ***** (** *******) *** ***** the "******* ***** ********" (*** ****** between ******). ** ******* ******* ***** distance ****** *****.

Single ** **** ******
***** *** ** ***** ** *** library ************ ** ** **** ** selecting * ****** **** ** ***** files. *****, ** *********** *** ******* of ****** ***** ** * ******* in **** *** ******** ** ***** recognition ** *** ******.

Country ** ******
*** **-**********-* *** ************ ** *****.

Versions ****
*** ********* ******** **** **** ****** testing:
- **-**********-*: **.*.** ***** ******
Comments (15)
Undisclosed Manufacturer #1
Does it integrate with access control also?
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Undisclosed Distributor #2
Great, now all our names & faces can be added to the PRC master database
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Undisclosed Manufacturer #3
Running out of products to test? For crying out loud, HIK IS A HUMAN RIGHTS ABUSER AND YET YOU CONTINUE TO PROMOTE THEM! Unbelievable.
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Jack Ives
11/20/19 01:45pm
I might have overlooked it in the article, but how many people were in the Gallery during the test period?
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Undisclosed Manufacturer #4
It would be interesting to know or test how many faces can be processed simultaneously.
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