An Introduction to Variational Calculus Applications in Image Processing /
This textbook introduces variational calculus and regularization methods for inverse problems, seamlessly blending classical concepts with contemporary computational applications, particularly in the field of image processing. The classical perspective draws upon foundational topics explored by pion...
Na minha lista:
| Autor principal: | |
|---|---|
| Autor Corporativo: | |
| Formato: | Recurso Electrónico livro electrónico |
| Idioma: | inglês |
| Publicado em: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
|
| Edição: | 1st ed. 2025. |
| Assuntos: | |
| Acesso em linha: | https://doi.org/10.1007/978-3-031-77270-2 |
| Tags: |
Adicionar Tag
Sem tags, seja o primeiro a adicionar uma tag!
|
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-77270-2 | ||
| 003 | DE-He213 | ||
| 005 | 20260810155243.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 241223s2025 sz | o |||| 0|eng d | ||
| 020 | |a 9783031772702 |9 978-3-031-77270-2 | ||
| 024 | 7 | |a 10.1007/978-3-031-77270-2 |2 doi | |
| 050 | 4 | |a TA1634 | |
| 072 | 7 | |a UYQV |2 bicssc | |
| 072 | 7 | |a COM016000 |2 bisacsh | |
| 072 | 7 | |a UYQV |2 thema | |
| 082 | 0 | 4 | |a 006.37 |2 23 |
| 100 | 1 | |a Montegranario, Hebert. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 3 | |a An Introduction to Variational Calculus |h [electronic resource] : |b Applications in Image Processing / |c by Hebert Montegranario. |
| 250 | |a 1st ed. 2025. | ||
| 264 | 1 | |a Cham : |b Springer Nature Switzerland : |b Imprint: Springer, |c 2025. | |
| 300 | |a 1 online resource (X, 149 p. 40 illus.). |b 24 illus. in color. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Introduction -- Mathematical Preliminaries -- Linear Operators and Functionals -- Minimization of Functionals -- Inverse Problems and Variational Regularization -- Variational Curve and Surface Interpolation -- Further Models and Applications. | |
| 520 | |a This textbook introduces variational calculus and regularization methods for inverse problems, seamlessly blending classical concepts with contemporary computational applications, particularly in the field of image processing. The classical perspective draws upon foundational topics explored by pioneers such as Euler and Lagrange, establishing a solid theoretical groundwork. In recent decades, the advent of disciplines such as computer vision has expanded the horizons of variational calculus, showcasing its effectiveness in addressing complex problems that necessitate computational solutions. Consequently, this book places a strong emphasis on the synergy between mathematical theory, practical applications, and algorithmic development. To ensure the text is comprehensive and accessible, essential principles of functional analysis and Fourier analysis are incorporated, facilitating a deeper and more nuanced understanding of the applications presented. Covering both classic and more recent aspects of variational calculus, this book suggests that many topics of modern technology such as computer vision, robotics and especially digital image processing can be formulated in terms of variational problems. | ||
| 588 | |a Print version record. | ||
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Image processing. | |
| 650 | 0 | |a Mathematical optimization. | |
| 650 | 0 | |a Calculus of variations. | |
| 650 | 0 | |a Computer science |x Mathematics. | |
| 650 | 1 | 4 | |a Computer Vision. |
| 650 | 2 | 4 | |a Image Processing. |
| 650 | 2 | 4 | |a Calculus of Variations and Optimization. |
| 650 | 2 | 4 | |a Mathematical Applications in Computer Science. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783031772696 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031772719 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031772726 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-031-77270-2 |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 912 | |a ZDB-2-241 | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||
| 950 | |a Focus Bundle Computer Vision and Pattern Recognition (SpringerNature-85411) | ||