(Izdošanas datums: 22-May-2025, Hardback, Izdevniecība: Cambridge University Press, ISBN-13: 9781009585941)
Inpainting, or virtual image completion, is sometimes the only way of restoring precious artwork. The ideas and tools of inpainting are described here for a broad readership. The real-world restoration of an illuminated manuscript shows the power of...Lasīt vairāk
Computational techniques for image reconstruction problems enable imaging technologies including high-resolution microscopy, astronomy and seismology, computed tomography, and magnetic resonance imaging. Until recently, methods for solving such inver...Lasīt vairāk
(Izdošanas datums: 30-Apr-2025, Hardback, Izdevniecība: Oxford University Press, ISBN-13: 9780198947172)
This textbook offers an introduction to deep learning for solving inverse problems. It introduces deep neural networks and deep neural network based signal and image reconstruction techniques. It discusses robustness aspects, how to evaluate and test...Lasīt vairāk
Sērija : Cambridge Monographs on Applied and Computational Mathematics
(Izdošanas datums: 26-Oct-2015, Hardback, Izdevniecība: Cambridge University Press, ISBN-13: 9781107001008)
This book introduces the mathematical concept of partial differential equations (PDE) for virtual image restoration. It provides insight in mathematical modelling, partial differential equations, functional analysis, variational calculus, optimisatio...Lasīt vairāk
High dynamic range imaging (HDRI) is an emerging field that has the potential to have a great scientific and technological impact. This volume covers the basic principles behind HDRI, focusing on one of the most important current problems, both theo...Lasīt vairāk
