1 more Assignment
1 more Quiz + MEGAQUIZ
2 more Journal Club
1 more Lecture
Recap
Assignment 7
Due 5/17
Biometrics
unique human identifiers for personal identification
64 KB chip that includes digital photo
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
Biometrics Pipeline
Possible Attacks
$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?
Mahotas, Scikit-learn, Scikit-image, OpenCV, TF/Keras...
The Future
AR/VR/XR
AI
Wearables + Devices
AR/VR/XR
Training and Education
Augmented Surgery
Communication / Telemedicine
Simulation
Received NIH Funding
Real-time visualization and precision targeting in transcranial magnetic stimulation
Artificial Intelligence
FDA Approval
takes years..
Augmented Intelligence
Human + AI
Wearables and Devices
Apple Watch for ECG/EKG
MRI Glove
Near Infrared Spectroscopy
measures blood flow and oxygen concentration
Smart Scalpel
detect cancer tissue during surgery
Nanobots
3D Bioprinting
Cybernetics
Body Hacking
"Coding" of Immune System
Please send out the unique link and read the following statement: “this evaluation is designed to provide information about the quality of this course to the instructor and department. All submissions will be anonymous and these questionnaires will be treated as confidential information. The instructor will not review your responses until after the final grades for this course have been submitted to the Registrar.”
