Object Tracking Using Hybrid Mean Shift & Particle Filter Algorithms

Name: Object Tracking Using Hybrid Mean Shift & Particle Filter Algorithms
Brand: LAP Lambert Academic Publishing
SKU: 9783659256479
Price: 1618 CZK
Availability: InStock

An indepth discussion on computer vision object tracking algorithms

Autor: Asad Naeem, Tony Pridmore

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 618 Kč

Object tracking is an ongoing research area in computer vision. Applications of visual tracking algo...

Informace o knize

Autor

Asad Naeem, Tony Pridmore

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2012

Stránek

192

EAN

9783659256479

Enbook ID

07023508

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

271

Rozměry

150 x 10 x 10

Kompletní popis

Object tracking is an ongoing research area in computer vision. Applications of visual tracking algorithms are countless and growing. Object tracking is required and has been attempted in many domains, including surveillance, sports analysis, gesture recognition, medical applications such as microscopic sample analysis, to study traffic and pedestrian flow dynamics for efficient designs of roads and pathways, growth patterns in plants and animal cells, tracking and targeting applications and studying group behaviour in moving animals and humans This book discusses visual tracking algorithms and their application in the real world. One of the main challenges of tracking using particle filter-based algorithms is to manage the particle spread. Too wide a spread leads to dispersal of particles onto clutter, but limited spread may lead to difficulty when fast-moving objects and/or high-speed camera motion throw trackers away from their target(s). This book addresses the particle spread management problem. Extensive literature review along with three novel hybrid tracking algorithms are presented.

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Object Tracking Using Hybrid Mean Shift & Particle Filter Algorithms

An indepth discussion on computer vision object tracking algorithms

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také