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: 66.84 EUR
Availability: InStock

An indepth discussion on computer vision object tracking algorithms

Autor: Asad Naeem, Tony Pridmore

Jazyk:

Väzba: Brožovaná

Vydavateľ: LAP Lambert Academic Publishing

Dostupnosť: U vydavateľa na objednávku

Odosielame za 17-27 dní

66.84 €

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

Informácie o knihe

Autor

Asad Naeem, Tony Pridmore

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

192

EAN

9783659256479

Enbook ID

07023508

Vydavateľ

LAP Lambert Academic Publishing

Hmotnosť

271

Rozmery

150 x 10 x 10

Kompletný 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

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež