Ayonix recently integrated its face recognition into Axis cameras. Axis P1367 camera can recognize people faces, analyzes gender, age, smile information inside camera.

1. Embedded Face camera
Smart Axis IP camera(Axis P1367)
Fastest 3D IP camera in the world

2. What camera does
Camera converts frames to face templates
Ayonix embedded software runs inside camera. Software converts live streams,
detect and tracks faces, extracts gender/age, smile attributes and then generates afids
(template) and transfers all generated afids to the server.

3. Camera image vs afid
Camera outputs H264 and Mjpeg images by default. We added biometrics
data(Afid) in addition to these.
H264(default)
Mjpeg(default)
Biometrics data(addition)
H264 size is 600Kb per image
Mjpeg size is 1Mb per image
Biometric data size is 1KB per image
MJPEG H264 AFID
By using biometric data, bandwidth is minimized and computer power is
minimal.

4. Camera features
Detection
Find one or faces in an image and gives
landmarks of eyes, nose, mouth corners
Identification
Matches faces for one-to-Many
(Answers "who is the person?”)
3D Face construction
Camera constructs 3D Face model
from each 2D camera stream
Age analysis
Finds ages of faces
20 years old? 30 years old?
Gender analysis
Determines the gender of all faces
(male? or female?)
Smile analysis
Gives a smiling score for all faces
detected in the image.

5. Camera performance
Embedded camera
Match speed 400ms
#person in Built-in DB 1,000
Maximum faces 4 faces at one time
Camera fps 30fps
Resolution 2Mp
Lens 1/3 CMOS
Parameter Specs
FAR 1%
FRR 2%
Hit rate 99.6%
Enroll speed 100ms
Template generation 45ms
Template size 1024byte
Camera application flow

6. Camera face speed
Number of faces Face detection+Tracker Template generation
1 25ms 100ms
2 40ms 200ms
3 72ms 300ms
4 97ms 400ms
5 129ms 500ms
6 156ms 600ms
Face detection+Tracker contains
– Face detection, Tracking
– Gender&Age analysis
– Smile analysis
– 3D Face reconstruction
Template generation is done for each
face. 1KB data is generated for each
face and updated for every new face
Template is person’s biometric data
generated from face image.

7. Camera comparison
Parameters Ayonix Panasonic
Face detection Yes Yes
Face tracker Yes Yes
Gender/Age extraction Yes No
Smile analysis Yes No
Face recognition Yes No
Template generation Yes No
Match on camera Yes No
Match speed on camera 2ms No
Maximum enrollment 10,000 N/B
Number of cameras to connect in single
server
10,000 20
Match speed in server(*1) 100ms 3sec
(*1) match speed for searching
one person at 6 million records

8. Smart IP camera vs others
(*1) match speed for searching
one person at 6 million records
Smart camera Conventional cameras
Number of cameras/server : ~10,000/server ~10/server
Bandwidth: 0.5KBps 1Mps
Data size per second : 1KB per template 200KB per frame
HW cost for 10 cameras Very low several times more expensive
System delay for alert: 100ms~200ms 2sec~10sec
System expansion: Only camera Camera+Server
Server maintenance period: 5 years 1 year
GPU requirement: No Yes
Installation and configuration Instant Days to weeks

9. Other companies
Approach comparison
Ayonix-Axis approach
10,000 Cameras in ONE SERVER 4 Cameras in ONE SERVER
Economical&easy Expensive&Inefficient

10. Thank you!
You can contact us at:
http://www.ayonix.com
sales@ayonix.com
Tel: +81 3 6277 2311
ayonix-inc ayonix ayonixjp