Paper
6 August 2003 Target tracking via real-time adaptive correlation
Joseph L. Stufflebeam, Dennis M. Remley, Brad A. King
Author Affiliations +
Abstract
An approach to target tracking is presented that utilizes adaptive gray-scale correlation. The algorithm is implemented in software and executed in real-time on commercial-off-the-shelf image processing hardware. The basic correlation scheme utilizes non-adaptive commercial library calls that rely on image pyramids for speed. A framework is described for implementing a general-purpose adaptive correlation capability. The approach is robust and tolerant to scenarios involving rotation, scale changes, and contrast reversal. The algorithm also solves problems associated with walk-off.
© (2003) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Joseph L. Stufflebeam, Dennis M. Remley, and Brad A. King "Target tracking via real-time adaptive correlation", Proc. SPIE 5106, Optical Pattern Recognition XIV, (6 August 2003); https://doi.org/10.1117/12.485871
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KEYWORDS
Image segmentation

Detection and tracking algorithms

Image processing

Infrared imaging

Algorithm development

Digital signal processing

Feature extraction

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