Proceedings ArticleDOI
Configurable hardware for image segmentation
Scott Burdette Anderson,Philip P. Dang,Paul M. Chau +2 more
- Vol. 3652, pp 202-215
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TLDR
Modifications to existing techniques commonly used to do real-time image segmentation for efficient hardware implementation of edge detection and edge direction finding techniques may be used within the context of deformable templates for real- time automatic target recognition and tracking.Abstract:
Deconstructing an image based upon it parts poses a challenge to image analysis that may be solved using adaptive algorithms. The presence of occlusion or image rotation makes template matching difficult. Image segmentation techniques can be used to discriminate between objects via feature synthesis using deformable templates. This paper describes modifications to existing techniques commonly used to do real-time image segmentation for efficient hardware implementation. Edge detection and edge direction finding techniques may be used within the context of deformable templates for real-time automatic target recognition and tracking.read more
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References
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Journal ArticleDOI
A Computational Approach to Edge Detection
TL;DR: There is a natural uncertainty principle between detection and localization performance, which are the two main goals, and with this principle a single operator shape is derived which is optimal at any scale.
Journal ArticleDOI
Object matching using deformable templates
TL;DR: A Bayesian scheme, which is based on prior knowledge and the edge information in the input image, is employed to find a match between the deformed template and objects in the image and computational efficiency is achieved via a coarse-to-fine implementation of the matching algorithm.
Journal ArticleDOI
Supervised classification in high-dimensional space: geometrical, statistical, and asymptotical properties of multivariate data
L.O. Jimenez,David A. Landgrebe +1 more
TL;DR: High-dimensional space properties are investigated using Euclidean and Cartesian geometry and their implication for high-dimensional data and its analysis is studied in order to illuminate the differences between conventional spaces and hyperdimensional space.
Journal ArticleDOI
Feature extraction based on decision boundaries
Chulhee Lee,David A. Landgrebe +1 more
TL;DR: The proposed feature extraction algorithm has several desirable properties: it predicts the minimum number of features necessary to achieve the same classification accuracy as in the original space for a given pattern recognition problem; and it finds the necessary feature vectors.
Journal ArticleDOI
Programmable active memories: reconfigurable systems come of age
TL;DR: This work exhibits a dozen applications where PAM technology proves superior, both in performance and cost, to every other existing technology, including supercomputers, massively parallel machines, and conventional custom hardware.