Wednesday, July 23, 2014

 

 



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. The association between retinal vascular geometry changes and diabetic retinopathy and their role in prediction of progression – an exploratory study
  2. DC-image for real time compressed video matching This chapter presents a suggested framework for video matching based on local features extracted fro...
  3. Segmenting video foreground using a multi-class MRF Methods of segmenting objects of interest from video data typically use a background model to repres...
  4. Improving games AI performance using grouped hierarchical level of detail Computer games are increasingly making use of large environments; however, these are often only spar...
  5. Investigating informative performance metrics for a multicore game world server Many real-time game world servers run on stand-alone PCs, such that user performance is bound to fai...

Valoración de los usuarios

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

Busque un recurso