30 June 1994 Special class of nonlocal image-template operations
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Abstract
The most powerful tools of image algebra in terms of image processing are image-template operations. An image-template operation can be classified as a local operation or a nonlocal operation. For local image-template operations, we have an efficient parallel implementation. However, there seems to be no efficient way to map general nonlocal image-template operations onto parallel architectures, since the communication patterns involved with nonlocal operations are very complex in general. A practical way is to classify nonlocal image-template operations into several commonly used classes and develop efficient implementation for each class. In this paper, we define a special class of image-template operations with nonlocal templates and develop a general efficient algorithm for this class of image-template operations. We then demonstrate how to use this class of image-template operations to compute geometric properties of image components such as area, perimeter, compactness, height, width, diameter, moments, and centroid.
© (1994) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Hongchi Shi, Hongchi Shi, Gerhard X. Ritter, Gerhard X. Ritter, "Special class of nonlocal image-template operations", Proc. SPIE 2300, Image Algebra and Morphological Image Processing V, (30 June 1994); doi: 10.1117/12.179191; https://doi.org/10.1117/12.179191
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