Wide-area Rapid Iris Image Capture with Pan-tilt-zoom Cameras
Ruigang Yang, Laurence Hassebrook, Stacy Wilson, Brent Seales,
Xinyu Huang, Charles Carpenter
Center for Visualization and Virtual
Environment
University of
Kentucky
|
|
|||||||||||
|
Abstract
From a technical standpoint,
the goal is to develop a complete software/hardware package that is expected
to advance the state of the art in iris scan technology by (a) increasing the scan range by five to ten fold
(i.e., distances greater than 10 feet) and (b) allowing continuous iris scanning of moving subjects. We propose the development of
computer vision techniques to automatically
detect, track, and extract high-resolution iris images using steerable pan-tilt-zoom (PTZ) cameras. The use of our solution, shown in the
figure below, is meant to be simple and reliable. Imagine a target area equipped with a mix
of inexpensive fixed stereo cameras and high-resolution PTZ cameras. Our
fixed stereo cameras detect motion and have the ability to track individuals
in 3D as they walk into the field of view. This real-time 3D information is
used to steer the PTZ cameras to zoom-in and focus on the subject's face. Servo-controlled
active yet invisible illumination will be used to enhance the contrast of the
face image. Iris images are then detected and converted to a canonical format
that can be sent to existing iris identification software, such as the widely
adopted package from Iridian Technologies (http://www.iridiantech.com/).
Our team has a
unique combination of expertise in visual tracking, servo control, optics, and
hardware design and manufacturing. Together with a partnership with a leading
provider in iris identification software, we expect this project to quickly
demonstrate a research prototype with strong potential for commercialization. |
|||||||||||
|
System Architect
|
|||||||||||
|
|
|||||||||||
|
First fully-integrated Prototype |
Iris Detection |
||||||||||
|
Stereo Camera High-res. Near-infrared
Camera Pan-Tilt-unit Flash-unit |
|
||||||||||
|
Issues l
Hardware platform l
Multi-camera calibration l
3D face detection and tracking l
Servo-control of PTZ cameras l
Iris localization and rectification l
One-click scan l
System integration |
|||||||||||
| BACK--> | |||||||||||