Menu
Виж статуса на поръчката
Свържете се с нас
Книга Dictionary Learning Algorithms and Applications Bogdan Dumitrescu

Dictionary Learning Algorithms and Applications

Автор: Bogdan Dumitrescu, Paul Irofti
Език: Английски език
Корици: С меки корици
Издател: Springer Nature Switzerland AG
Наличност: Външен склад
Изпращаме след 5-8 дни
115.84 € 226.56 лв
This book covers all the relevant dictionary learning algorithms, presenting them in full detail and...

Информация за книгата

Автор
Bogdan Dumitrescu, Paul Irofti
Език
Английски език
Корици
Книга - С меки корици
Издадена
2018
страници
284
EAN
9783030087616
ISBN
9783030087616
Enbook ID
22576917
Издател
Springer Nature Switzerland AG
Теглоt
462
Размери
155 x 235 x 17

Пълно описание

This book covers all the relevant dictionary learning algorithms, presenting them in full detail and showing their distinct characteristics while also revealing the similarities. It gives implementation tricks that are often ignored but that are crucial for a successful program. Besides MOD, K-SVD, and other standard algorithms, it provides the significant dictionary learning problem variations, such as regularization, incoherence enforcing, finding an economical size, or learning adapted to specific problems like classification. Several types of dictionary structures are treated, including shift invariant; orthogonal blocks or factored dictionaries; and separable dictionaries for multidimensional signals. Nonlinear extensions such as kernel dictionary learning can also be found in the book. The discussion of all these dictionary types and algorithms is enriched with a thorough numerical comparison on several classic problems, thus showing the strengths and weaknesses of each algorithm. A few selected applications, related to classification, denoising and compression, complete the view on the capabilities of the presented dictionary learning algorithms. The book is accompanied by code for all algorithms and for reproducing most tables and figures.

Може също да ви хареса

A History of Central Banking and the Enslavement of Mankind

Stephen Mitford Goodson
25.53 € 49.93 лв

Really Big Questions For Daring Thinkers: Space and Time

Mark Brake
11.18 € 21.87 лв

The Individual Work Plan and Self-Study Time

Anabela Pinto
45.70 € 89.38 лв

The Man, the Tiger and the Snake (1921) the Man, the Tiger and the Snake (1921)

Ferdinand Reyher
27.04 € 52.88 лв

Girl Friends

Morinaga Milk
14.85 € 29.03 лв

Double Stop Beginnings for Viola, Book Two

Cassia Harvey
12.34 € 24.13 лв

Vertical Root Fractures

Sana Ali
45.70 € 89.38 лв

Intellectual Property Rights

David Vaver
2 017.57 € 3 946.03 лв

Клиенти, които купиха тази книга, купиха също

Glaube in Gesellschaft

Felix Körner
31.80 € 62.20 лв

Le r?ve lucide et l'expérience hors du corps: Guide pratique

Michael Raduga
10.03 € 19.61 лв

Uso e representacao da Internet por adolescentes

Horácio Dutra Mello
59.40 € 116.17 лв

Aprende i ensenyar a l'educació infantil

E. BASSEDAS
43.79 € 85.65 лв

Historia militar de España. III. Edad Moderna

Alfonso Mola
44.55 € 87.12 лв

Polizei- und Ordnungsrecht Niedersachsen

Thorsten Koch
27.69 € 54.15 лв

Tapping, Slapping & Percussion, für Gitarre, m. Audio-CD

Evan Hirschelman
37.52 € 73.39 лв

SINDROME D'ALCOHOLISME FETAL

BELTRAN CENTELLES
22.62 € 44.24 лв

Productos forestales autóctonos comercializados en el estado de RN

36.62 € 71.62 лв