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Iterative-Interpolation Super-Resolution Image Reconstruction

A Computationally Efficient Technique

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Iterative-Interpolation Super-Resolution Image Reconstruction Vivek Bannore
Libristo kod: 01649362
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, travanj 2009
This book presents a novel and hybrid, computationally efficient, reconstruction scheme for solving... Cijeli opis
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109.45 €
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This book presents a novel and hybrid, computationally efficient, reconstruction scheme for solving the problem of super-resolution restoration of high-resolution images from sequences of geometrically warped, aliased and under-sampled low-resolution images. The scheme proposed is referred as the Iterative-Interpolation Super-Resolution (IISR) technique. The optimization-based technique for super-resolution is reinvestigated for comparative analysis to evaluate the accuracy and efficiency of the IISR technique. The significant influence of the regularization term over the fidelity of reconstruction is also analysed. The IISR technique addresses the problem of super-resolution image enhancement in terms of maintaining highest fidelity of reconstruction and a low computational cost to achieve maximum applicability of super-resolution to the real-world applications.

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Informacije o knjizi

Puni naziv Iterative-Interpolation Super-Resolution Image Reconstruction
Autor Vivek Bannore, Leszek Swierkowski
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2009
Broj stranica 113
EAN 9783642003844
ISBN 3642003842
Libristo kod 01649362
Nakladnici Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Težina 800
Dimenzije 155 x 235 x 14

Kategorija

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Society & Social Sciences > Psychology > Physiological & neuro-psychology, biopsychology
Mathematics & Science > Mathematics > Algebra
Mathematics & Science > Mathematics > Applied mathematics
Technology, Engineering, Agriculture > Technology: general issues > Maths for engineers
Computing & Information Technology > Computer science > Image processing
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