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: 23674 HUF
Availability: InStock

An indepth discussion on computer vision object tracking algorithms

Szerző: Asad Naeem, Tony Pridmore

Nyelv:

Kötés: Puha kötésű

Kiadó: LAP Lambert Academic Publishing

Elérhetőség: Kiadói készleten rendelésre

Küldés 17-27 napon belül

23 674 Ft

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

Információk a könyvről

Szerző

Asad Naeem, Tony Pridmore

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2012

oldal

192

EAN

9783659256479

Enbook ID

07023508

Kiadó

LAP Lambert Academic Publishing

Súly

271

Méretek

150 x 10 x 10

Teljes leírás

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

Információk a könyvről

Teljes leírás

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták