ISS SecurOS Facial Recognition Tested
*** ****** ************ ***** ****** ******************* "************* *********** ********", *** *** does ** **** ** *** **** world?
** ****** *** ******* **** *********:
- *** **** ** ******* ** ****-***** surveillance *********?
- **** ** ******* ******** * ****** as * ********* ******?
- **** ** **** ***** ******* ******* the *****?
- *** ** ***** ********* *** ***** of ****** ******* **********, ****, *** masks?
- *** ******** *** *********** ********* **** age, ******, **** *****, *** ******?
- *** **** ** ******* ** ***** in *** ***** (~* ***) ** dark/IR (~*.** ***)?
- **** ** ****** ******** ***** **** human *****?
- *** ******** ********* ** ******* **** paper ********* *** ****** ******?
**** ** *** ***** **** ****** on ***' ******* *********. ******* ****** also ***:*** ******* ******, *******, *** ****** Tracking ********* ************ ******* **** *** *** *** Make/Model *********** ******
*******
** ~* ***** ** *******, ******* FaceX *** *** *********** *** ******** using * ********* ** ~*** ****** with **** *** ****** ****** ******* through *** *****, ********* ***** ****** (~33° ********/~**° **********). *******, ** *** light *** **, ******** **** **** identified **** ******* ******** ** *** camera, **** ********* **** ***** (~**-**°).
******** ******* **************** **** ********** **** ********** ******* to ***** *** ******* ****. *******, subjects ******* ***************** ** ******* ***** **** ********** with ~** ********** ****** ***** ********** or ****** *******.
*********** ********* **** **********, ********** ********* women *** ***, *** ***** ***** as ******, ********** ** **** ******, clothing *****, ** ***** *******, ****** adult *** **** ************ ********* **********. Age *** ********* ******* ~* *** 30 ***** ****** **** ******, *** hair ***** *** ***** ********* **** often *********. *** **** ******** *************** consistently ******** ********** **** **** *** glasses.
*******, *****'* ******** ********* ********** ******** attempts ** ***** *********** ***** ******* photos ** ****** ********* ** ****** phones.
High ******* ****
*** ***** ** ********* (**** $*,*** USD) ******** ** **** *********** **** rec *********, **** ** ******** ($*** MSRP) ** ******** (~$***-*** *** *******, 100 ******* *******), ****** **** ******* is ******* ** ******, **** ** Herta ** **** (**** ~$*,***).
Compared ** ******** *** ********
** *** *****,********'* ********** ************************ ******* ***** *********** ****** **** SecurOS *****, *********** ******** **** *** side (~**° ***** ** *********), ******** to ~**° ** ***.
************, **** **** **** ** ********** recognize ******** ******* ***** ** ***************** **** ****** ********** ****.
*******, ********** ****** **** *** ******* is ***** **** ***, ** $*** USD **** *** ******* ******** ** $2,450 ***, ***** ******** ***** ** software **** *** ~$***-*** *** *** channel, **** * *** ******* ******* order (~$**,*** **** ****) ** * $20,000 *** "******* ***."
No ***** *********
** **** * ***** ** *******, no ******** **** ************* ** ****** or ******* *******, ***** * ******* of ~*** ****** **** **** *** people ******* ******* *** *****, ********* IPVM *********, ***** ** *********** **********, and ********.
*******, ***** ********** *** ********** ***** compared ** **** ************ ****** *********** is ****** ** ** ***********, **** as ******* **** ******* ******* ********, plus ***** *** *******, ******* **** thousands ** ********, *** **** ******* with ********* ** ****** ********. ******* in ****** *********** *** ****, **** false *********** ****** **** ******.
No ********** **** ** ***** ****** ** **** *****
** * **** ***** ******* ******** were ********** *********** ** **° (**********) even ** ***** ********* ** **° with ** ********** ****.
Subjects *** ********** ** **°
*******, ******** **** *** ********** **** walking **° ****** *** *****, ******** in **** *********** ******* **** ** Avigilon ** ********.
Significant ********** **** ** *** *****
******** **** ********** ** * *** light ***** ****** **** **** *********** the ****** ********-**. *********** *** ******** up ** * ******** ** ~**-**°, though ********** ******* **-** ********** ******.
Drastic ********** **** ** ****/**
*********, ** * **** ******* **** IR ** (~*.****), ******** **** **** identified **** *********** ******** ** ** to **° ** ********, **** ********** dropping ** ~**-** ******.
*** ******** ** *********** ** * B/W ***** ** ** ******* * good ********* *****, ******* *** ********** solid ** **********. ***** * ****** reference ***** ******** *********** ********, *** still ******** ** ~** ********** ****.
Slight ********** **** ******* *********
******** ******* ******* * ******* ***** were ********** ********** **** **** ~** confidence **** ******** ** ** ****** lit *****.
People ********** ********** ** ********** ** ****
****** ******* ******* *** ***** ******* sunglasses **** ***** ********** ** ** ~33° ** ******** **** **** ~*-** confidence ****.
*********, ******** ******* **** **** ********** even ** ******* ********* ** **° with **** ~*-** ********** ****.
Subjects ******* **** **** *** ******* **-** ********** ****
******** ******* **** **** *** ******* were **** ********** ** ******* ****** of **° **** ****** * ********** drop ** ~** ** *** ********** at ***.
Drastic ********** **** *****
******** ******* ***** **** ********** *** recognized ** ***.
**** **** **** ********** ***** ******* masks ** *** **** ~** - 60 ********** ****.
*** ********* **** **** ****** * drop ** ********** **** ***** *** worn *** **** **** ********* ******** be ********** ** **** *** **** under ***** ***** *** *** ******** recognition.
No ********* ******* ** **** **********
********* ******* **** ** *** ****** did *** ******** *** **** ********** tab, ***** *** **** * ******** in ***** **** *** *********.
Liveness ********* ******** ***** ***********
*********, ***** *** ******* ** ** for ******** *********, ***** ******** **** not ****** ** *** ***** ***** a ******* ** * ****** *** to *** ******** ***** ***** **** the *********.
***** **** **** ******** ******** *** observing *** ******** ****** * ** spoof ********* ****** *** ******** ********.
******* * ******* ** * ****** up ** * ***** *** ****** with ******* ******** *** ** * consistent * ******** *****.
*** ******** ** ******** ** ** set *** ********* ********* ** *** scene, **** **** ******* ****** ********* higher **********. **** **** ********* **** this ******* **** ** ******** ** their **** *******.
Mask ********* ******** *** ******* ** ******** ***** ****
**** ********* ********** ******** **** ****** were *** ******* ***** **** ******* through *** *****.
****** **** ***** ** ******* ** covering *** ***** **** ** * person **** **** ***** ***.
************, **** ******* ******* ******** * cup ** ****** ** ******** *** lower **** ** * **** **** a **** ******* **** *********.
Gender, ***, *****, **** ***** ************ **********
************ **** ** ****** *********** **** inaccurate, **** **** ****** ********** ** male, ********** ** ****, ********, ** other "*******" ********. ************, ******* **** were ************ ********** ** ******.
*** ********** *** ************ ****** **** the ******'* ****** ***. *** ******* below ** ************* ** ~**+ *****.
*** ********** *** **** **** ******** on ******** **** ******. *** *******, the ******* ***** ** ************* ** ~20 *****.
***** ********* ******* ****** ******* ****** as ****** **** ****** ********** *** even ******** ****** ****** ** ******.
**** ***** ************ ********** *** **** color ***** *** **** ********** *** color ** * **** ******.
Hat *** ******* ************ ********
****** ******* **** ** ******* **** properly ********** ** ******* ****.
*** ******** ********* ************ ** **** it ** ********* ***** ********** *, it ** *** ********* ***** **** focus *** **** *****'* *** **** use ***** ** ****** ***** ********.
*****
***** ******** ********** *** ******* ******* and ********* * ******* ** ******, shown ** *** ***** *****.
Versions ****
*** ********* ******** **** **** ****** testing.
- *******: **.*.***
***, *** *** ********* ** ****? What ** *** **** ** * relative ******** ** *** **********?
** *** **** ********* **** ***** i.e. ** ** ********* *** ********* in-house ** *** **** ***** ********* Cognitec's ********* ** ** ** ****** domain **** ********? ** ********* ****?
* ********* **** ******** ** *** and **** ********* **** *** *********:
** **** *** ****** **** ******** in **** *****. ********* ******* ** developed **-*****.
**** *** ******* *** ******* **.** ?
*** ******* **.** * *** **** released
** ***** **** ***** ********** ******* the**.*.*** ** ****** *** **.**?
**** *** **** ** *** ******* in ******* **.** ** *** *** release *****:
- ******** **** ******** ********* *********. *** several ********* **** ******** ******** *** analyzed ** *********** ** ****** ********* spoofing. ********* ******** ** **** ******** detection *********.
- ********* ******** ** **** ********* *********.
- ********* *********** ******** ** "**** ********" and "**** **** ********" *****.
- *** **** ** *** ********* ******** was ********* * ***** ***** ********* CPU *********** ***. **** ******** ***** was ********* *** ****** *********** *** reduced ***************. *** ********* ************ *** supported ** ******** ** **** ******* after ****.
** *** **** ******** ******* ************ but ** * ****, ** *** not ***** ** **** ***** *** result **** ***** ******* ******* ** would ** **********.
** ***** ** **** ******* ** our **** ***** ** ***** ************ that *** ************ ** ********* **** been ******** (*.*., "**** *** ****** our ******* *** **** *** ***** was *******, *** *** *** ******** release ***** ****"), ** ***** ********** such *****.
*** *** **** **** * ******** sampling ** *** ***** ******** **********?