Thursday, May 5, 2016

 

 



Soy un nuevo usuario

Olvidé mi contraseña

Entrada usuarios

Lógica Matemáticas Astronomía y Astrofísica Física Química Ciencias de la Vida
Ciencias de la Tierra y Espacio Ciencias Agrarias Ciencias Médicas Ciencias Tecnológicas Antropología Demografía
Ciencias Económicas Geografía Historia Ciencias Jurídicas y Derecho Lingüística Pedagogía
Ciencia Política Psicología Artes y Letras Sociología Ética Filosofía


Scene modelling using an adaptive mixture of Gaussians in colour and space

1) La descarga del recurso depende de la página de origen
2) Para poder descargar el recurso, es necesario ser usuario
    registrado en Universia


  Descargar recurso

Detalles del recurso

Pertenece a: Faculty of Technology ePrints Service  

Descripción: We present an integrated pixel segmentation and region tracking algorithm, designed for indoor environments. Visual monitoring systems often use frame differencing techniques to independently classify each image pixel as either foreground or background. Typically, this level of processing does not take account of the global image structure, resulting in frequent misclassification. We use an adaptive Gaussian mixture model in colour and space to represent background and foreground regions of the scene. This model is used to probabilistically classify observed pixel values, incorporating the global scene structure into pixel-level segmentation. We evaluate our system over 4 sequences and show that it successfully segments foreground pixels and tracks major foreground regions as they move through the scene.

Autor(es): Dickinson, Patrick -  Hunter, Andrew - 

Id.: 3980855

Versión: 1.0

Estado: Final

Tipo:  application/pdf - 

Palabras claveG740 Computer Vision - 

Tipo de recurso: Conference or Workshop Item  -  PeerReviewed  - 

Tipo de Interactividad: Expositivo

Nivel de Interactividad: muy bajo

Audiencia: Estudiante  -  Profesor  -  Autor  - 

Estructura: Atomic

Coste: no

Copyright: sí

Formatos:  application/pdf - 

Requerimientos técnicos:  Browser: Any - 

Relación: [References] http://dx.doi.org/10.1109/AVSS.2005.1577244
[References] http://eprints.lincoln.ac.uk/83/

Fecha de contribución: 19-jul-2011

Contacto:

Localización:
* Dickinson, Patrick and Hunter, Andrew (2005) Scene modelling using an adaptive mixture of Gaussians in colour and space. In: IEEE Conference on Advanced Video and Signal based Surveillance, 15-15 Sept 2005, Como, Italy.


Otros recursos del mismo autor(es)

  1. Exploiting the retinal vascular geometry in identifying the progression to diabetic retinopathy using penalized logistic regression and random forests Many studies have been conducted, investigating the effects that diabetes has to the retinal vascula...
  2. FUBUTEC-ECEC'2013 This edition covers Risk Management, Management Techniques, Production Design Optimization and Video...
  3. The association between retinal vascular geometry changes and diabetic retinopathy and their role in prediction of progression: an exploratory study Background: The study describes the relationship of retinal vascular geometry (RVG) to severity of d...
  4. Droplets: geo-located audio as a social media platform Location-based audio has previously attracted some attention from the HCI community. This has mainly...
  5. A Bayesian framework for the local configuration of retinal junctions Retinal images contain forests of mutually intersecting and overlapping venous and arterial vascular...

Otros recursos de la misma colección

  1. Learning from life-logging data by hybrid HMM: a case study on active states prediction In this paper, we have proposed employing a hybrid classifier-hidden Markov model (HMM) as a supervi...
  2. Pornography addiction in adults: a systematic review of definitions and reported impact Self-perceived pornography addiction (SPPA) has increasingly emerged as a concept in research and po...
  3. Crocodiles and grey nomads: a deadly combination? Increasing numbers of retirees seek individual, extended, unstructured activities in remote, non-com...
  4. Comparing robot embodiments in a guided discovery learning interaction with children The application of social robots to the domain of education is becoming more prevalent. However, the...
  5. Comorbidity and intervention in octogenarians with severe symptomatic aortic stenosis Background: The benefit from intervention in elderly patients with symptomatic severe aortic stenosi...

Valoración de los usuarios

No hay ninguna valoración para este recurso.Sea el primero en valorar este recurso.
 

Busque un recurso