Composite filters for search time reduction for 3D-model-based object recognition

Mahbuba Rahman; Abdul Ahad Sami Awwal; Karl S. Gudmundsson

doi:10.1117/12.508655

12 December 2003 Composite filters for search time reduction for 3D-model-based object recognition

Mahbuba Rahman, Abdul Ahad Sami Awwal, Karl S. Gudmundsson

Proceedings Volume 5201, Photonic Devices and Algorithms for Computing V; (2003) https://doi.org/10.1117/12.508655
Event: Optical Science and Technology, SPIE's 48th Annual Meeting, 2003, San Diego, California, United States

Abstract

This paper investigates the role of composite filters in reducing the search time for 3D model based object recognition. When one moves from 2D to 3D, one is faced with a huge amount of information to deal with. The composite filter combined with a multistage scheme is developed for processing this huge information. The design scheme for the composite filters is also elaborated. The procedures discussed in this paper demonstrate how detection of these various model images might help formulate a new metric for recognition performance.

Citation Download Citation

Mahbuba Rahman, Abdul Ahad Sami Awwal, and Karl S. Gudmundsson "Composite filters for search time reduction for 3D-model-based object recognition", Proc. SPIE 5201, Photonic Devices and Algorithms for Computing V, (12 December 2003); https://doi.org/10.1117/12.508655

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