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A Descriptive Tolerance Nearness Measure for Performing Graph Comparison 

Henry, Christopher J.; Awais, Syed Aqeel (IOS Press, 2018-11-03)
This article proposes the tolerance nearness measure (TNM) as a computationally reduced alternative to the graph edit distance (GED) for performing graph comparisons. The TNM is defined within the context of near set theory, ...
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Leveraging Guided Backpropagation to Select Convolutional Neural Networks for Plant Classification 

Mostafa, Sakib; Mondal, Debajyoti; Beck, Michael A.; Bidinosti, Christopher P.; Henry, Christopher J.; Stavness, Ian (2022-05-11)
The development of state-of-the-art convolutional neural networks (CNN) has allowed researchers to perform plant classification tasks previously thought impossible and rely on human judgment. Researchers often develop ...
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Neighbourhood-based vision systems 

Henry, Christopher J.; Peters, James F. (Taylor and Francis, 2011)
The problem presented in this paper is how to find similarities between digital images useful in design cybernetic vision systems. The solution to this problem stems from a neighbourhood based vision system. A neighbourhood ...
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Descriptive Topological Spaces for Performing Visual Search 

Yu, Jiajie; Henry, Christopher J. (Springer, 2019-02-02)
This article presents an approach to performing the task of visual search in the context of descriptive topological spaces. The presented algorithm forms the basis of a descriptive visual search system (DVSS) that is based ...
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Perceptual image analysis 

Henry, C.; Peters, J. F. (Inderscience Enterprises Ltd., 2010)
The problem considered in this paper is one of extracting perceptually relevant information from groups of objects based on their descriptions. Object descriptions are qualitatively represented by feature-value vectors ...
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Arthritic hand-finger movement similarity measurements: Tolerance near set approach 

Henry, Christopher (Hindawi Publishing Corporation, 2011)
The problem considered in this paper is how to measure the degree of resemblance between nonarthritic and arthritic hand movements during rehabilitation exercise. The solution to this problem stems from recent work on a ...
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Measuring the nearness of layered flow graphs: Application to Content Based Image Retrieval 

Kaur, Kanwarpreet; Ramanna, Sheela; Henry, Christopher (IOS Press, 2016-03-01)
Rough set based flow graphs represent the flow of information for a given data set where branches of these could be constructed as decision rules. However, in the recent years, the concept of flow graphs has been applied ...
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Perception-based image classification: Framework for perception-based cybernetics 

Henry, Christopher; Peters, James F. (Emerald Insight, 2010-08-24)
Purpose: The purpose of this paper is to present near set theory using the perceptual indiscernibility and tolerance relations, to demonstrate the practical application of near set theory to the image correspondence problem, ...
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Automated Land Use and Land Cover Map Production: A Deep Learning Framework 

Alhassan, Victor (University of Winnipeg, 2018-10-19)
In this thesis, we present an approach to automating the creation of land use and land cover (LULC) maps from satellite images using deep neural networks that were developed to perform semantic segmentation of natural ...
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Automated LULC Map Production using Deep Neural Networks 

Henry, Christopher J.; Storie, Christopher; Palaniappan, Muthu; Alhassan, Victor; Swamy, Mallikarjun; Aleshinloye, Damilola; Curtis, Andrew; Kima, Daeyoun (Taylor & Francis, 2019-01-17)
This article presents an approach to automating the creation of land-use/land-cover classification (LULC) maps from satellite images using deep neural networks that were developed to perform semantic segmentation of natural ...
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AuthorHenry, Christopher J. (11)Henry, Christopher (4)Ramanna, Sheela (4)Alhassan, Victor (3)Beck, Michael A. (2)Bidinosti, Christopher P. (2)Peters, James F. (2)Storie, Christopher (2)Ajmani, Manisha (1)Aleshinloye, Damilola (1)... View MoreSubjectNear sets (6)Classification (3)Convolutional neural network (2)Deep neural networks (2)Digital image (2)Land cover (2)Land use (2)Maps (2)Perception (2)Satellite images (2)... View MoreDate Issued2020 - 2022 (2)2010 - 2019 (15)Has File(s)Yes (17)

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