https://twitter.com/TaraViegen/status/1388476782500851714

https://www.cnet.com/how-to/ios-14-5-and-face-id-unlocking-your-iphone-with-a-mask-on-actually-works-now-kind-of/

http://cs480.org/assignments/06/

Assignment 6

> 85 points!

1 more Assignment

1 more Quizzes

1 more Journal Clubs

3 more Lectures

Assignment 7

Due 5/10!

https://cs480.org/assignments/07/

Biometrics

unique human identifiers for personal identification

https://www.biometricsinstitute.org/what-is-biometrics/types-of-biometrics/

64 KB chip that includes digital photo

For VISA holders: https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/border-biometrics.html

Face ID and Touch ID

repetitive data collection during training

in 2020 over 600 million face recognition cameras in China

and many in the US, especially airports..

Segmentation

Registration

Classification

Segmentation

Registration

Classification

Segmentation

Registration

Classification

Biometrics Pipeline

Possible Attacks

https://mobileidworld.com/biometrics-news-zengo-defends-integrity-facial-recognition-012905/

$200

$1500

$3000

available for consumers!

Surveillance

Privacy

Security

Soft biometrics

gender, race, eye color, height and other visible identification marks

misuse for profiling, classifier bias..

Do they sell the sequence data?

What if this information leaks?

https://www.idiap.ch/software/bob/docs/bob/docs/stable/

Mahotas, Scikit-learn, Scikit-image, OpenCV, TF/Keras...

https://colab.research.google.com/github/dortmans/ml_notebooks/blob/master/face_detection.ipynb

RateMyTalk.com/3K5X2V

CS480 Lecture 36

By Daniel Haehn

CS480 Lecture 36

Slides for CS80 Biomedical Signal and Image Processing at UMass Boston. See https://cs480.org!

167

Daniel Haehn PRO

Hi, I am a biomedical imaging and visualization researcher who investigates how the study of brain connectivity and machine perception can help advance the understanding of biologically inspired artificial intelligence.