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Similar Tensor Arra...
Similar Tensor Arrays : A Framework for Storage of Tensor Array Data
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- Brun, Anders, 1976- (author)
- Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Linköpings universitet,Uppsala universitet,Datoriserad bildanalys,Centrum för bildanalys,Centre for Image Analysis, SLU, Uppsala, Sweden,Medicinsk informatik,Tekniska högskolan,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Linköping University
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- Martin-Fernandez, Marcos (author)
- Universidad de Valladolid Laboratorio de Procesado de Imagen (LPI), Dept. Teoría de la Señal y Comunicaciones e Ingeniería Telemática Spain,Laboratorio de Procesado de Imagen (LPI)
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- Acar, Burak (author)
- 5 Electrical & Electronics Engineering Department, Boğaziçi University, Istanbul, Turkey
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- Munoz-Moreno, Emma (author)
- Laboratorio de Procesado de Imagen (LPI), Dept. Teoría de la Señal y Comunicaciones e Ingeniería Telemática, Universidad de Valladolid, Spain
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- Cammoun, Leila (author)
- Signal Processing Institute (ITS), Ecole Polytechnique Fédérale Lausanne (EPFL), Lausanne, Switzerland
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- Sigfridsson, Andreas (author)
- Linköpings universitet,Medicinsk informatik,Tekniska högskolan,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Center for Technology in Medicine, Dept. Señales y Comunicaciones, University of Las Palmas de Gran Canaria, Spain
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- Sosa-Cabrera, Dario (author)
- Center for Technology in Medicine, Dept. Señales y Comunicaciones, University of Las Palmas de Gran Canaria, Spain
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- Svensson, Björn (author)
- Linköpings universitet,Medicinsk informatik,Tekniska högskolan,Centrum för medicinsk bildvetenskap och visualisering, CMIV
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- Herberthson, Magnus (author)
- Linköpings universitet,Tillämpad matematik,Tekniska högskolan
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- Knutsson, Hans (author)
- Linköpings universitet,Medicinsk informatik,Tekniska högskolan,Centrum för medicinsk bildvetenskap och visualisering, CMIV
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(creator_code:org_t)
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- ISBN 9781848822986
- 1
- London : Springer, 2009
- 2009
- English.
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In: Tensors in Image Processing and Computer Vision. - London : Springer. - 9781848822986 - 9781848822993 ; , s. 407-428
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- Abstract This chapter describes a framework for storage of tensor array data, useful to describe regularly sampled tensor fields. The main component of the framework, called Similar Tensor Array Core (STAC), is the result of a collaboration between research groups within the SIMILAR network of excellence. It aims to capture the essence of regularly sampled tensor fields using a minimal set of attributes and can therefore be used as a “greatest common divisor” and interface between tensor array processing algorithms. This is potentially useful in applied fields like medical image analysis, in particular in Diffusion Tensor MRI, where misinterpretation of tensor array data is a common source of errors. By promoting a strictly geometric perspective on tensor arrays, with a close resemblance to the terminology used in differential geometry, (STAC) removes ambiguities and guides the user to define all necessary information. In contrast to existing tensor array file formats, it is minimalistic and based on an intrinsic and geometric interpretation of the array itself, without references to other coordinate systems.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorseende och robotik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Vision and Robotics (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Keyword
- Image analysis
- Bildanalys
- Computerized Image Analysis
- Datoriserad bildanalys
- Medical informatics
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- vet (subject category)
- kap (subject category)
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- By the author/editor
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Brun, Anders, 19 ...
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Martin-Fernandez ...
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Acar, Burak
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Munoz-Moreno, Em ...
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Cammoun, Leila
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Sigfridsson, And ...
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show more...
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Sosa-Cabrera, Da ...
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Svensson, Björn
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Herberthson, Mag ...
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Knutsson, Hans
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- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Computer Vision ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Computer Science ...
- Articles in the publication
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Tensors in Image ...
- By the university
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Uppsala University
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Linköping University
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Swedish University of Agricultural Sciences