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Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

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Page 1: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Aircraft Navigation

State-of-the-Art in Vision Technologies

Rangachar Kasturi, PhDComputer Science & Engineering

University of South Florida

Page 2: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

UAV Navigation Combining motion and depth for UAV

navigation

University of Southern California 2005

Page 3: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Horizon Detection for Navigation

Using image processing to automatically detect navigational cues

UC Berkeley 2005

Page 4: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Exploring Unknown Terrains using UAV

Centre of Excellence in Autonomous Systems, Australia

Mapping terrain in on-going reconnaissance

2004

Page 5: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Vision through Fog and Haze Study of atmospheric scattering effects to

remove bad weather

Shree K. Nayar Columbia University

2003

Page 6: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Millimeter-Wave Imaging Radars

Generate a pilot-perspective image of a runway area even in zero-visibility conditions, and without ground support

Georgia Tech

Similar Technology is also used in automatic missile guidance systems

Page 7: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Navigation in Urban Areas

Bio-inspired motion-basedmethods for visual navigation

Animat Lab, France 2006

Page 8: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Obstacle Avoidance for Urban Aircraft Navigation

2007

University of South Florida

Page 9: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Vision-based Aircraft Surveillance

Event Interactions: Person-Person Person-Vehicle Person-Facility Vehicle-Facility

Activities: Loitering Trespassing Object Left Behind Etc…

DARPA VIRAT BAA08-20 2008

Page 10: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Infrared imaging

NASA UAV Southern California wildfires (2007)

capturing thermal-infrared imagery to aid firefighters battling the remaining uncontrolled blazes

Page 11: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Virtual Reality & Surveillance

2006

Page 12: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Modified Concept: notify pilots and controller at the same time

ASDE-X 2007Runway Incursions – The Leading Aviation Safety Issue

Page 13: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

Towards Automatic Collision Avoidance

Use of 3D Geometric Approach

Cooperative Approach

2006

2006

Page 14: Aircraft Navigation State-of-the-Art in Vision Technologies Rangachar Kasturi, PhD Computer Science & Engineering University of South Florida

UAV & MAV Swarms

Defense & SurveillanceFuture battlefields are likely to be filled with UAV or MAV

monitoring the action and engaging on enemy targets