Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Machine Learning for Vision-Based Motion Analysis

Machine Learning for Vision-Based Motion Analysis

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9780857290571
Condition
New
Product Description

Techniques of vision-based motion analysis aim to detect, track, identify, and generally understand the behavior of objects in image sequences. With the growth of video data in a wide range of applications from visual surveillance to human-machine interfaces, the ability to automatically analyze and understand object motions from video footage is of increasing importance. Among the latest developments in this field is the application of statistical machine learning algorithms for object tracking, activity modeling, and recognition. Developed from expert contributions to the first and second International Workshop on Machine Learning for Vision-Based Motion Analysis, this important text/reference highlights the latest algorithms and systems for robust and effective vision-based motion understanding from a machine learning perspective. Highlighting the benefits of collaboration between the communities of object motion understanding and machine learning, the book discusses the most active forefronts of research, including current challenges and potential future directions. Topics and features: provides a comprehensive review of the latest developments in vision-based motion analysis, presenting numerous case studies on state-of-the-art learning algorithms; examines algorithms for clustering and segmentation, and manifold learning for dynamical models; describes the theory behind mixed-state statistical models, with a focus on mixed-state Markov models that take into account spatial and temporal interaction; discusses object tracking in surveillance image streams, discriminative multiple target tracking, and guidewire tracking in fluoroscopy; explores issues of modeling for saliency detection, human gait modeling, modeling of extremely crowded scenes, and behavior modeling from video surveillance data; investigates methods for automatic recognition of gestures in Sign Language, and human action recognition from small training sets. Researchers, professional engineers, and graduate students in computer vision, pattern recognition and machine learning, will all find this text an accessible survey of machine learning techniques for vision-based motion analysis. The book will also be of interest to all who work with specific vision applications, such as surveillance, sport event analysis, healthcare, video conferencing, and motion video indexing and retrieval.

Available Colors
Available Sizes
1 Offer Price Range: $129.00 - $129.00
BEST PRICE

Single Product Purchase

$116.10
@ 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
Contact Store Call Store Contact Support
$129.00 $129.00

10% OFF
This deals requires coupon Get Code Here
$116.10
See Site In stock Visit Store

Similar Products

Kommunikation - Erfolgsfaktor in der Medizin

$44.99

Praxisleitfaden Immobilienanschaffung und Immobilienfinanzierung

$129.99

The Comparative Reception of Relativity

$169.00

Biomechanical Models for Soft Tissue Simulation

$54.99

Informatik-Grundbildung in Schule und Beruf

$69.99

Transition, Turbulence and Combustion

$169.00

Unicornado- Another Phoebe and Her Unicorn Adventure by Dana Simpson

$11.99

Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018)

$219.99

Ode to an Onion

$5.96

Recent Advances in Renewable Energy Systems

$189.00

Thermodynamik und Umweltkonomie

$69.99

Die Fruchtabtreibung Durch Gifte und Andere Mittel

$44.99

Culinary Herbs: Grow. Preserve. Cook! by Yvonne Tremblay

$34.95

Dynamics in Logistics

$169.00

Globalization and Its Discontents

$109.99

Topics in Geophysical Fluid Dynamics: Atmospheric Dynamics, Dynamo Theory, and Climate Dynamics

$159.99

Fungi in Fuel Biotechnology

$199.99

Whrungsrisiken bilanzieren und hedgen

$69.99

Tubulointerstitial and Cystic Disease of the Kidney

$54.99

Fossil Vertebrates of Greece Vol. 1

$179.99

Human iPS Cells in Disease Modelling

$109.99

Image Recognition by Holography

$219.99

Collimators for Thermal Neutron Radiography an Overview

$109.99

Analysis of Variance for Random Models

$54.99

Smart Camera Design

$159.99

Differentialgleichungen der Elektrotechnik

$74.99

Recasting Reality

$54.99

Ethical Economics

$19.99

Verhandlungen der Schweizerischen Gesellschaft fr Gynkologie und Geburtshilfe

$59.99

Nachhaltige Entwicklung im Energiesektor?

$59.99

Advances in Fabrication and Investigation of Nanomaterials for Industrial Applications

$89.99

Secretions and Exudates in Biological Systems

$169.99

Rshid al-Ghannshi

$54.99

Catalysis

$39.99

Developmental Neurobiology of the Autonomic Nervous System

$169.99

Einfhrung in das Brgerliche Recht

$54.99

Interactive Video-On-Demand Systems

$169.99

Die Wiederentdeckung der Vereinten Nationen

$59.99

Werteingrenzung und Bewertung von Devisenoptionen

$49.99

The Palgrave International Handbook of Youth Imprisonment

$299.99