Visual Intelligence & Video Analytics

Visual Intelligence & Video Analytics

Modern Visual Information Work Flow

PhysicalWorld

Decision

• Manual capture at ground level• Limited to where he can travel

A

• Auto capture at elevated level• Limited to selected locations

B

Key Milestones For Capturing Visual Information

• Auto capture from top• Freedom to view any part of Earth

D

• Auto capture from top• Freedom to roam with limited range

C

A B

DC

Key Technologies Which Drives Changes

• Invention of CCD/CMOS image sensor• Broadband communication

• Improved SW & Avionics• Solid-state IMU & Gyroscope• Composite material• Fuel cell battery

• High efficiency solar panel• Improved electronics

• Chemical-based photo-sensitive film• Miniaturized opticsTechnological changes have bring

forth new Capabilities

Google GlassSmart Watch Wearable Camera

Pill Camera

In-Vehicle Camera

Mobile Phone Camera

Proliferation of imaging devices are leading to an ever increasing amount of visual information

What’s Next ?

Mckinsey & Company, 2013 May, 12 Disruptive technologies: Advances that will transform the global economy

Opportunity : Number 5, Transportation & Traffic

LPR

Speeding

Bus lane intrusion

Smoky exhaust

Traffic condition

Opportunity : Number 4, Human Behavior ClassificationFight Aggressive behavior

Anger ShopliftingCrowd formation

http://www.google.com.sg/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&docid=x1q6noej4aoazM&tbnid=wtp7sHWuL5XiUM:&ved=0CAUQjRw&url=http://www.telegraph.co.uk/news/worldnews/africaandindianocean/egypt/9056759/Egypt-football-riot-protesters-gathering-in-Cairo-after-football-tragedy.html&ei=pTHOU4D4MpC8ugSg4IGQCg&bvm=bv.71198958,d.c2E&psig=AFQjCNEQlzylSiExdc4nDzy7HpTlVDtFXg&ust=1406108442037168

http://www.google.com.sg/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&docid=55qM2dEb5YFe2M&tbnid=L9kmsVk-T-IetM:&ved=0CAUQjRw&url=http://money.cnn.com/2011/06/23/pf/shoplifting/&ei=3jHOU6b9E4-gugTj1oHgDg&bvm=bv.71198958,d.c2E&psig=AFQjCNGSGP0PZYqCYblUUJEw1lIb3hqdDw&ust=1406108492925745

http://www.google.com.sg/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&docid=VlhnffaLuKJ-DM&tbnid=nQ1LmZdejXzNtM:&ved=0CAUQjRw&url=http://www.people-communicating.com/angry-customers-in-the-automotive-industry.html&ei=OTLOU8evGNaMuATUvYCIBA&bvm=bv.71198958,d.c2E&psig=AFQjCNHzoxfjk9LJ9Xgy5ft0Ql4_sIqvgA&ust=1406108590919033

http://www.google.com.sg/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&docid=U523vci9dKNZPM&tbnid=gbsxgnBy6F0pFM:&ved=0CAUQjRw&url=http://www.snowcollegenews.com/campus-security/&ei=YjHOU_KlBM2jugS3qIC4CA&bvm=bv.71198958,d.c2E&psig=AFQjCNH16Y00NXE3MG-lXOg85YUFsfAnZQ&ust=1406108345124071

Opportunity : Number 3, Visual Search (Rigid/Semi-Rigid Obj)

Opportunity : Number 2, Facial Recognition

http://www.google.com.sg/url?sa=i&rct=j&q=&esrc=s&source=images&cd=&cad=rja&uact=8&docid=DAjlh4_Q40-EEM&tbnid=WKx5z1dxIBZXBM:&ved=0CAUQjRw&url=http://www.science.unsw.edu.au/news/face-any-other-name-seeing-racial-bias&ei=JTTOU6DCDM27uATE5IHACw&bvm=bv.71198958,d.c2E&psig=AFQjCNHOmPEI8aZwWE3K1efdLz0ZiwB0-Q&ust=1406109047530051

Opportunity : Number 2, Facial Recognition

Opportunity: Number 1, Health Diagnostic

Computation Power

Data Storage

Input Sources

Bandwidth

Algorithm• ML, AI, DM• Tradeoffs

Challenges (Technical)

Challenges (Operational)

Privacy• Problem getting sufficient data

Reliability• Is it good enough ?

For many species, survival depends on whether it could

see it’s prey and predator

Visual Intelligence & Video Analytics

Data & Analytics

visual information whats

wearable camera pill

manual capture

earth d auto capture

elevated level limited

ground level limited

facial recognition

b dc key technologies