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008 150903s2009 xxk| o |||| 0|eng d
020 _a9781848822993
_99781848822993
024 7 _a10.1007/9781848822993
_2doi
035 _avtls000344409
039 9 _a201509030403
_bVLOAD
_c201405050306
_dVLOAD
_y201402061256
_zstaff
040 _aMX-SnUAN
_bspa
_cMX-SnUAN
_erda
050 4 _aTA1637-1638
100 1 _aAja-Fernández, Santiago.
_eeditor.
_9322413
245 1 0 _aTensors in Image Processing and Computer Vision /
_cedited by Santiago Aja-Fernández, Rodrigo Luis García, Dacheng Tao, Xuelong Li.
250 _a1.
264 1 _aLondon :
_bSpringer London,
_c2009.
300 _brecurso en línea.
336 _atexto
_btxt
_2rdacontent
337 _acomputadora
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
_2rda
490 0 _aAdvances in Pattern Recognition,
_x1617-7916
500 _aSpringer eBooks
505 0 _aA Review of Tensors and Tensor Signal Processing -- A Review of Tensors and Tensor Signal Processing -- Tensors and Tensor Field Processing -- Segmentation of Tensor Fields: Recent Advances and Perspectives -- A Variational Approach to the Registration of Tensor-Valued Images -- Quality Assessment of Tensor Images -- Algorithms for Nonnegative Tensor Factorization -- PDE-based Morphology for Matrix Fields: Numerical Solution Schemes -- Tensors in Image Processing -- Spherical Tensor Calculus for Local Adaptive Filtering -- On Geometric Transformations of Local Structure Tensors -- Tensors in Computer Vision -- Multi-View Matching Tensors from Lines for General Camera Models -- Binocular Full-Body Pose Recognition and Orientation Inference Using Multilinear Analysis -- Applications of Multiview Tensors in Higher Dimensions -- Constraints for the Trifocal Tensor -- Diffusion Tensor Imaging and Medical Applications -- Review of Techniques for Registration of Diffusion Tensor Imaging -- Practical and Intuitive Basis for Tensor Field Processing with Invariant Gradients and Rotation Tangents -- From Second to Higher Order Tensors in Diffusion-MRI -- DT-MRI Connectivity and/or Tractography?: Two New Algorithms -- Strain Rate Tensor Estimation in Cine Cardiac MRI Based on Elastic Image Registration -- Strain Tensor Elastography: 2D and 3D Visualizations -- Storage, Visualization and Interfaces -- Similar Tensor Arrays – A Framework for Storage of Tensor Array Data -- User Interfaces to Interact with Tensor Fields -- T-flash: Tensor Visualization in Medical Studio -- DT-MRI Connectivity and/or Tractography?: Two New Algorithms.
520 _aTensor signal processing is an emerging field with important applications to computer vision and image processing. However, tensor applications and tensor-processing tools arise from very different areas, and these advances are too often kept within the areas of knowledge where they were first employed. This book presents the state of the art in this new branch of signal processing, offering research and discussion by leading experts in the area. The broad coverage supplies an overview of cutting-edge research into the newest tensor-processing techniques and their application to different domains related to computer vision and image processing. The contents demonstrate how new challenges in computer vision and image processing lead to new procedures for dealing with tensors, which are more related to the tensor nature of the information itself than to a specific application. The book provides a unique perspective on tensor analysis that encompasses concepts from traditionally disparate areas of mathematics, physics and engineering, with a particular focus on practical applications. Topics and features: Describes the use of tensors and tensor field processing in a number of different applications Examines spherical tensor calculus for local adaptive filtering and geometric transformations of local structure tensors Contains contributions by internationally renowned authorities in the field Discusses the use of tensors in computer vision applications, such as camera models and multilinear applications Presents an entire section on medical imaging, describing applications from Diffusion Tensor Magnetic Resonance Imaging to strain tensor estimation in cardiac analysis and elastography imaging Explores issues of storage, visualization and interfaces with tensors This comprehensive text is an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing. Dr Santiago Aja-Fernández and Dr Rodrigo de Luis García are Associate Professors of Telecommunications Engineering at the Universidad de Valladolid. Dr Dacheng Tao is Nanyang Assistant Professor with the School of Computer Engineering at the Nanyang Technological University. Dr Xuelong Li is Senior Lecturer at Birkbeck, University of London.
590 _aPara consulta fuera de la UANL se requiere clave de acceso remoto.
700 1 _aLuis García, Rodrigo.
_eeditor.
_9322414
700 1 _aTao, Dacheng.
_eeditor.
_9322415
700 1 _aLi, Xuelong.
_eeditor.
_9322416
710 2 _aSpringerLink (Servicio en línea)
_9299170
776 0 8 _iEdición impresa:
_z9781848822986
856 4 0 _uhttp://remoto.dgb.uanl.mx/login?url=http://dx.doi.org/10.1007/978-1-84882-299-3
_zConectar a Springer E-Books (Para consulta externa se requiere previa autentificación en Biblioteca Digital UANL)
942 _c14
999 _c291220
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