Articles liés à Image Enhancement Based on Indirect Techniques

Image Enhancement Based on Indirect Techniques - Couverture souple

Mustafa, Wan Azani; Yazid, Haniza; Jaafar, Mastura

 
9783330064058: Image Enhancement Based on Indirect Techniques
Couverture souple
ISBN 10 : 3330064056 ISBN 13 : 9783330064058
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

Contrast variables and uneven illumination are considered one of the most challenging tasks in the image processing field. The bad contrast images commonly caused by occlusion, pose, illumination which is highly nonlinear. Thus, the segmentation process will be extremely complex and difficult. In this work, contrast and luminosity correction technique will be developed based on statistical formulation. The background pixels will be used in order to estimate the normalize background using the mean and standard deviation. This experimented was tested with a few badly illuminated images and document images which involve illumination and contrast problem. The result will be evaluated and analysis properly. The main impact of this study is to eliminate the illumination and normalize the contrast variation. In conclusions, the implementation of the proposed method produces an effective and efficient result for background correction.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Contrast variables and uneven illumination are considered one of the most challenging tasks in the image processing field. The bad contrast images commonly caused by occlusion, pose, illumination which is highly nonlinear. Thus, the segmentation process will be extremely complex and difficult. In this work, contrast and luminosity correction technique will be developed based on statistical formulation. The background pixels will be used in order to estimate the normalize background using the mean and standard deviation. This experimented was tested with a few badly illuminated images and document images which involve illumination and contrast problem. The result will be evaluated and analysis properly. The main impact of this study is to eliminate the illumination and normalize the contrast variation. In conclusions, the implementation of the proposed method produces an effective and efficient result for background correction.

Biographie de l'auteur

Degree in Biomedical Electronic Engineering (2013) and PhD in Mechatronic Engineering (2017), Fast Track Program at University Malaysia Perlis, Malaysia. Registered on Board Engineer Malaysia (BEM) 2014.Published more than 10 academic articles.Now working as a senior lecturer at University Malaysia Perlis, Malaysia.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
3330064056
ISBN 13 
9783330064058
Reliure
Broché
Nombre de pages
60
Coordonnées du fabricant
non disponible
Personne responsable
non disponible