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Locally Weighted Learning
This paper surveys locally weighted learning, a form of lazy learning and memory-based learning, and focuses on locally weighted linear regression.... -
Directionality and Scalability in Subband Image and Video Compression
Broadly speaking, data compression strategies may be classified as either lossless or lossy. As its name suggests, the primary goal of lossless... -
Application of the finite-element method for the forward and inverse models in optical tomography
The development of an optical tomographic imaging system for biological tissue based on time-resolved near-infrared transillumination has received...
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Pyramid Based Visual Modules
As outlined in Chapter 1, this Chapter will deal almost entirely with a particular class of techniques that seem to play a key role in the early... -
Local cosine transform — a method for the reduction of the blocking effect in JPEG
This paper presents the local cosine transform (LCT) as a new method for the reduction and smoothing of the blocking effect that appears at low bit...
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Local Cosine Transform — A Method for the Reduction of the Blocking Effect in JPEG
This paper presents the local cosine transform (LCT) as a new method for the reduction and smoothing of the blocking effect that appears at low bit... -
A general dynamic vision architecture for UGV and UAV
The expectation-based 4D approach to dynamic machine vision exploiting integral spatiotemporal models of objects in the real world is discussed in...
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Hole-spectrum representation and model-based optimal morphological restoration of binary images degraded by subtractive noise
A shape-based image representation grounded on the distribution of holes within an image is developed, and the manner in which this representation...
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3-D Structures from 2-D Images
In recent years, an important area of research in computer vision has been the recovery or inference of the 3-D information about a scene from its... -
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Sets
Many algorithms manipulate sets. We consider some typical examples. A compiler uses a symboltable to keep track of the identifiers which are used in... -
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Applications
Historically, the development of applications on the Illiac IV have gone through four phases. The first of these occurred in the period from early... -
Image Sequence Analysis: What Can We Learn from Applications?
The analysis of image sequences has only recently been recognized as a research area in its own right. A lot of isolated experience, however, had...