Chromatic Improvement of Backgrounds Images Captured with Environmental Pollution Using Retinex Model

نویسندگان

  • Mario Dehesa González
  • Alberto Rosales-Silva
  • Francisco J. Gallegos Funes
  • Samuel Souverville
  • Isabel V. Hernández
چکیده

A commonly problem of digital image processing systems that use video cameras for control navigation, as those used in cars or planes control, is that these systems depend on image contrast and the environmental pollution as fog, smog or rain. These environment characteristics, filters wavelengths of the light, which causes that the captured images, were modified by the video camera, decreasing its efficiency. It is proposed to improve the chromatic content of captured images, where environmental pollution is present, using the Retinex model. This algorithm implementation uses different characteristics such as lightness changes and color contrast; these characteristics produce different results for every Retinex model proposed showing differences in color and luminance modification of the captured image. In this paper are proposed and compared three different Retinex models; these models are the Simple Retinex, the Multi-scale Retinex and the Multi-scale Retinex with Color Correction.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Unsupervised corrections of unknown chromatic dominants using a Brownian-path-based Retinex algorithm

An experimental analysis of chromatic equalization based on a new implementation of the Retinex algorithm is presented. The experiments are carried out on a colored Mondrian patchwork illuminated with different commercial light sources and on synthetic images generated with a photometric ray tracer using different illuminants. Regarding the Mondrian patchwork, the spectral characteristics of th...

متن کامل

Improved Color Reproduction by Hue Preservation in Integrated Multi-scale Retinex

Tone reproduction is now widely used in the field of HDR imaging and image enhancement, especially to provide the proper luminance, so that captured images give the same sensation as the real scene. As a result, a high contrast and naturalness of colors can be obtained. In recent studies on tone reproduction with the objective of reproducing natural looking colors in digital images, an integrat...

متن کامل

Integrated environmental management model of air pollution control by hybrid model of DPSIR and FAHP

The aim of this study is to evaluate the obstacles due to a DPSIR model combined with fuzzy analytic hierarchy process technique. Hence, to prioritize the responses regarding the driving forces, pressures, states and impacts, the hierarchy of the model is established. Evaluations and prioritization of model results of urban transport situation in Tehran have provided a number of necessary issue...

متن کامل

Hue Preservation using Enhanced Integrated Multi-scale Retinex for Improved Color Correction

m c o R a o p c o t t u f H c a bstract. The images captured by most current digital cameras uffer from a narrow dynamic range that results in poor color fidelity nd perceived image quality. Accordingly, this article proposes an nhanced integrated multi-scale Retinex (IMSR) method in a evice-independent color space, namely, CIELAB, to preserve the ue and obtain a high contrast and naturalness. ...

متن کامل

Mr Images Enhancement Using Retinex

Magnetic resonance imaging, or MRI, is a way of obtaining very detailed images of organs and tissues throughout the body without the need for x-rays or "ionizing" radiation. Instead, MRI uses a powerful magnetic field, radio waves, rapidly changing magnetic fields, and a computer to create images that show whether or not there is an injury, disease process, or abnormal condition present. A new ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Research in Computing Science

دوره 102  شماره 

صفحات  -

تاریخ انتشار 2015