An Introduction to Laplacian Spectral Distances and Kernels

Name: An Introduction to Laplacian Spectral Distances and Kernels
Brand: Springer Nature
SKU: 9783031014659
Availability: InStock

An Introduction to Laplacian Spectral Distances and Kernels

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783031014659

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

In geometry processing and shape analysis, several applications have been addressed through the properties of the Laplacian spectral kernels and distances, such as commute time, biharmonic, diffusion, and wave distances. Within this context, this book is intended to provide a common background on the definition and computation of the Laplacian spectral kernels and distances for geometry processing and shape analysis. To this end, we define a unified representation of the isotropic and anisotropic discrete Laplacian operator on surfaces and volumes; then, we introduce the associated differential equations, i.e., the harmonic equation, the Laplacian eigenproblem, and the heat equation. Filtering the Laplacian spectrum, we introduce the Laplacian spectral distances, which generalize the commute-time, biharmonic, diffusion, and wave distances, and their discretization in terms of the Laplacian spectrum. As main applications, we discuss the design of smooth functions and the Laplacian smoothing of noisy scalar functions. All the reviewed numerical schemes are discussed and compared in terms of robustness, approximation accuracy, and computational cost, thus supporting the reader in the selection of the most appropriate with respect to shape representation, computational resources, and target application.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $29.99 - $29.99

BEST PRICE

Single Product Purchase

$27.00

@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$29.99	$29.99		10% OFF This deals requires coupon Get Code Here your10off @ Link.springer.com Deals Ends 31/08/2025	$27.00		See Site	In stock	Visit Store