Download:
|
by Henry Schneiderman, Albert J. Wavering, Marilyn Nashman, Ronald Lumia
http://www.isd.cme.nist.gov/documents/wavering/tracking.irs.ps
Add To MetaCart
Abstract:
This paper describes a robust approach to real-time model-based visual tracking and servoing for rigid polyhedral objects moving with 3 degrees of freedom. It is recognized that low-level feature segmentation is not infallible. Uncertainty measures enter into all computations to account for varying degrees of confidence in the measured object features. Robust tracking and servoing has been demonstrated in the presence of partial occlusion and cluttered backgrounds at tracking speeds of up to 1.2 rad/s (69 deg/s). This algorithm has also been used for vehicle following where a vehicle is driven autonomously by following the path of another vehicle.
Citations
|
255
|
Fundamentals of Statistical Signal Processing: Estimation Theory
– Kay
- 1993
|
|
145
|
Robust model-based motion tracking through the integration of search and estimation
– Lowe
- 1992
|
|
128
|
Visual tracking of known three-dimensional objects
– Gennery
- 1992
|
|
112
|
Visual tracking of a moving target by a camera mounted on a robot: a combination of vision and control
– Papanikolopoulos, Khosla, et al.
- 1993
|
|
87
|
NASA/NBS Standard Reference Model for Telerobot
– Albus, McCain, et al.
- 1987
|
|
17
|
Probability and Stochastic Processes for Engineers
– Helstrom
- 1991
|
|
12
|
Non-rigid motion and structure from contour
– Pentland, Horowitz, et al.
- 1991
|
|
12
|
High-Level Mobility Controller for a Remotely Operated Unmanned Land Vehicle
– Szabo, Scott, et al.
- 1992
|
|
8
|
Triclops: A high performance trinocular active vision system
– Wavering, Fiala, et al.
- 1993
|
|
7
|
Navigation and Retro-traverse on a Remotely Operated Vehicle
– Murphy
- 1992
|
|
6
|
Predictive Visual Tracking
– Wavering, Lumia
- 1993
|
|
4
|
Model-based Vision for Car Following
– Schneiderman, Nashman, et al.
- 1993
|
|
1
|
Dynamic monocular machine vision
– Dickmann, Graffe
- 1988
|
|
1
|
Applications of dynamic monocular machine vision." Machine Vision Applications. 1: pp
– Dickmann, Graffe
- 1988
|
|
1
|
Equivalency of LMSF and a-b-g filters
– Schneiderman, Wavering
|
|
1
|
PIPE--An Introduction to the PIPE System
– Inc
- 1987
|