Homomorphic Enhancement of Infrared Images Using the Additive Wavelet Transform

نویسندگان

  • H. I. Ashiba
  • K. H. Awadallah
  • S. M. El-Halfawy
  • F. E. Abd El-Samie
چکیده

Abstract—This paper presents a new enhancement technique for infrared images. This technique combines the benefits of homomorphic image processing and the additive wavelet transform. The idea behind this technique is based on decomposing the image into subbands in an additive fashion using the additive wavelet transform. This transform gives the image as an addition of subbands of the same resolution. The homomorphic processing is performed on each subband, separately. It is known that the homomorphic processing on images is performed in the log domain which transforms the image into illumination and reflectance components. Enhancement of the reflectance reinforces details in the image. So, applying this process in each subband enhances the details of the image in each subband. Finally, an inverse additive wavelet transform is performed on the homomorphic enhanced subbands to get an infrared image with better visual details.

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

Infrared Image Enhancement Using Wavelet Transform

In Infrared Image Enhancement using Wavelet Transform, two enhancement algorithms namely spatial and spatiotemporal homomorphic filtering (SHF and STHF) have been given for enhancement of the far infrared images based upon a far infrared imaging model. Although spatiotemporal homomorphic filtering may reduce the number of iterations greatly in comparison to spatial one for a similar degree of c...

متن کامل

De-Noising SPECT Images from a Typical Collimator Using Wavelet Transform

Introduction: SPECT is a diagnostic imaging technique the main disadvantage of which is the existence of Poisson noise. So far, different methods have been used by scientists to improve SPECT images. The Wavelet Transform is a new method for de-noising which is widely used for noise reduction and quality enhancement of images. The purpose of this paper is evaluation of noise reduction in SPECT ...

متن کامل

Homomorphic Filtering Approach for Narrow Band Images Enhancement

The application of narrow band imaging (NBI) in endoscopy improves the accuracy in diagnosis, including reduction in cost and time. It allows better definition between the epithelial surface and the adjacent vascular net via the application of narrow-bandwidth filters to standard white-light endoscopy. The fact, that only selected bandwidths are emitted results in a lower brightness, which requ...

متن کامل

Image Enhancement Based on a Nonlinear Multiscale Method Using Dual-Tree Complex Wavelet Transform

Absirac--This paper proposes a new nonlinear multiseale monslrmction method for image enhancement using dual-tree complex wavelet hansfona The enhanced image is obtained by succ&vely combining each coarser d e image with the corresponding nonlinearly modified iniersesle (detail) images. This image enhancement method reduces additive noise wbile presema the sharpnesc of the image. Simulation res...

متن کامل

Fusion of Thermal Infrared and Visible Images Based on Multi-scale Transform and Sparse Representation

Due to the differences between the visible and thermal infrared images, combination of these two types of images is essential for better understanding the characteristics of targets and the environment. Thermal infrared images have most importance to distinguish targets from the background based on the radiation differences, which work well in all-weather and day/night conditions also in land s...

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:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008