Fish detection and classification system

Richard A. Tidd; Joseph Wilder

doi:10.1117/12.326954

6 October 1998 Fish detection and classification system

Richard A. Tidd, Joseph Wilder

Proceedings Volume 3521, Machine Vision Systems for Inspection and Metrology VII; (1998) https://doi.org/10.1117/12.326954
Event: Photonics East (ISAM, VVDC, IEMB), 1998, Boston, MA, United States

Abstract

In the field of marine biology, determining the presence and quantities of different types of fish is traditionally done by dragging nets across the bottom, and counting that which is found in the nets. This method, although accurate, kills the collected fish, damages the habitat, and consumes large quantities of time. This paper presents an alternative. A machine vision system is capable of counting and measuring fish in an ocean environment. Illumination presents a unique problem in this environment. Object orientation and measurement are related and resolved issues. An adaptive thresholding technique is required to appropriately segment the fish from the background in the images. Mode detection, and histogram analysis are useful tools in determining these localized thresholds. This system, created in conjunction with the Rutgers Institute for Marine and Coastal Science, effectively counts and measures fish in an estuarine environment.

Citation Download Citation

Richard A. Tidd and Joseph Wilder "Fish detection and classification system", Proc. SPIE 3521, Machine Vision Systems for Inspection and Metrology VII, (6 October 1998); https://doi.org/10.1117/12.326954

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KEYWORDS

Image segmentation

Cameras

Ocean optics

Light sources and illumination

Water

Image processing algorithms and systems

Absorption

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