Sparse Representation, Modeling and Learning in Visual Recognition

Name: Sparse Representation, Modeling and Learning in Visual Recognition
Brand: Springer London Ltd
SKU: 9781447172512
Price: 552.18 RON
Availability: InStock

Theory, Algorithms and Applications

Autor: Hong Cheng

Limbă:

Legare: Carte broșată

Editura: Springer London Ltd

Disponibilitate: În depozitul extern

Expediem în 8-11 zile

552.18 lei

This unique text/reference presents a comprehensive review of the state of the art in sparse represe...

Informații despre carte

Autor

Hong Cheng

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

257

EAN

9781447172512

ISBN

1447172515

Enbook ID

15175295

Editura

Springer London Ltd

Greutate

4161

Dimensiuni

155 x 235 x 14

Descriere completă

This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. The book examines both the theoretical foundations and details of algorithm implementation, highlighting the practical application of compressed sensing research in visual recognition and computer vision. Topics and features: describes sparse recovery approaches, robust and efficient sparse representation, and large-scale visual recognition; covers feature representation and learning, sparsity induced similarity, and sparse representation and learning-based classifiers; discusses low-rank matrix approximation, graphical models in compressed sensing, collaborative representation-based classification, and high-dimensional nonlinear learning; includes appendices outlining additional computer programming resources, and explaining the essential mathematics required to understand the book.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Sparse Representation, Modeling and Learning in Visual Recognition

Theory, Algorithms and Applications

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și