JOURNAL ARTICLE

<title>Target cuing: a heterogeneous neural network approach</title>

Howard M. McCauley

Year: 1990 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 1360 Pages: 27-35   Publisher: SPIE

Abstract

Autonomous analysis of complex image data is a critical technology in today's world of expanding automation. The growth of this critical field is slowed by problems in traditional image analysis methods. Traditional methods lack the speed, generality, and robustness that many modern image analysis problems require. While neural networks promise to improve traditional techniques, homogeneous neural network systems have difficulty performing all the diverse analysis required of an autonomous system. This paper proposes a dual-staged, heterogeneous neural network approach to image analysis; specifically, a way to solve the target cuing problem.

Keywords:
Computer science Generality Robustness (evolution) Artificial neural network Artificial intelligence Automation Image (mathematics) Deep neural networks Field (mathematics) Homogeneous Computer vision Machine learning

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.41
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Digital Imaging for Blood Diseases
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Brain Tumor Detection and Classification
Life Sciences →  Neuroscience →  Neurology
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

Related Documents

JOURNAL ARTICLE

<title>Target cuing: a heterogeneous neural network approach</title>

Howard M. McCauley

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1991 Pages: 69-76
JOURNAL ARTICLE

<title>Neural network target tracker</title>

C. NarathongR.M. Iñigo

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1990 Pages: 110-117
JOURNAL ARTICLE

<title>Neural network approach for high-resolution target classification</title>

Yi-Chuan LuKuo‐Chu Chang

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1995 Vol: 2484 Pages: 558-566
JOURNAL ARTICLE

<title>Neural network approach to multiple-target-tracking problems</title>

Hsin-Chia FuC. M. LiuYing-Wei TsaiWen-Chia Yang

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1992 Vol: 1699 Pages: 39-50
JOURNAL ARTICLE

<title>Heterogeneous broadband network</title>

Lars Dittmann

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1995 Vol: 2609 Pages: 228-235
© 2026 ScienceGate Book Chapters — All rights reserved.