Reconstruction-Free Compressive Vision for Surveillance Applications

Name: Reconstruction-Free Compressive Vision for Surveillance Applications
Brand: Springer Nature
SKU: 9783031025419
Availability: InStock

Reconstruction-Free Compressive Vision for Surveillance Applications

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783031025419

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

Compressed sensing (CS) allows signals and images to be reliably inferred from undersampled measurements. Exploiting CS allows the creation of new types of high-performance sensors including infrared cameras and magnetic resonance imaging systems. Advances in computer vision and deep learning have enabled new applications of automated systems. In this book, we introduce reconstruction-free compressive vision, where image processing and computer vision algorithms are embedded directly in the compressive domain, without the need for first reconstructing the measurements into images or video. Reconstruction of CS images is computationally expensive and adds to system complexity. Therefore, reconstruction-free compressive vision is an appealing alternative particularly for power-aware systems and bandwidth-limited applications that do not have on-board post-processing computational capabilities. Engineers must balance maintaining algorithm performance while minimizing both the number of measurements needed and the computational requirements of the algorithms. Our study explores the intersection of compressed sensing and computer vision, with the focus on applications in surveillance and autonomous navigation. Other applications are also discussed at the end and a comprehensive list of references including survey papers are given for further reading.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $44.99 - $44.99

BEST PRICE

Single Product Purchase

$40.50

@ 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		$44.99	$44.99		10% OFF This deals requires coupon Get Code Here your10off @ Link.springer.com Deals Ends 31/08/2025	$40.50		See Site	In stock	Visit Store