Design and evaluation of a multistage object-detection approach

Mukul V. Shirvaikar; Mohan M. Trivedi

doi:10.1117/12.21048

1 January 1990 Design and evaluation of a multistage object-detection approach

Proceedings Volume 1293, Applications of Artificial Intelligence VIII; (1990) https://doi.org/10.1117/12.21048
Event: 1990 Technical Symposium on Optics, Electro-Optics, and Sensors, 1990, Orlando, FL, United States

Abstract

Accurate detection of unique objects with minimal false alarm rates is an important requirement for most reconnaissance tasks. This paper presents a methodology for developing an object detection system which examines the spectral, spatial and topographic features in a step-wise manner. The algorithms developed are tested using high resolution thermal infrared images. Multiresolution analysis to improve the performance this approach is also discussed. Results of these experiments show a definite promise for the approach.

Citation Download Citation

Mukul V. Shirvaikar and Mohan M. Trivedi "Design and evaluation of a multistage object-detection approach", Proc. SPIE 1293, Applications of Artificial Intelligence VIII, (1 January 1990); https://doi.org/10.1117/12.21048

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