Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE)
The objective of this paper is to improve the general quality of infrared images by proposes an algorithm relying upon strategy for infrared images (IR) enhancement. This algorithm was based on two methods: adaptive histogram equalization (AHE) and Contrast Limited Adaptive Histogram Equalization (...
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| Format: | Article |
| Language: | English |
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University of Baghdad
2018-09-01
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| Series: | Iraqi Journal of Physics |
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| Online Access: | https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/84 |
| _version_ | 1797871306022060032 |
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| author | Loay Kadom Abood |
| author_facet | Loay Kadom Abood |
| author_sort | Loay Kadom Abood |
| collection | DOAJ |
| description |
The objective of this paper is to improve the general quality of infrared images by proposes an algorithm relying upon strategy for infrared images (IR) enhancement. This algorithm was based on two methods: adaptive histogram equalization (AHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE). The contribution of this paper is on how well contrast enhancement improvement procedures proposed for infrared images, and to propose a strategy that may be most appropriate for consolidation into commercial infrared imaging applications.
The database for this paper consists of night vision infrared images were taken by Zenmuse camera (FLIR Systems, Inc) attached on MATRIC100 drone in Karbala city. The experimental tests showed significant improvements.
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| first_indexed | 2024-04-10T00:41:50Z |
| format | Article |
| id | doaj.art-71c45f670387413b994e5f1c8b08cbe6 |
| institution | Directory Open Access Journal |
| issn | 2070-4003 2664-5548 |
| language | English |
| last_indexed | 2024-04-10T00:41:50Z |
| publishDate | 2018-09-01 |
| publisher | University of Baghdad |
| record_format | Article |
| series | Iraqi Journal of Physics |
| spelling | doaj.art-71c45f670387413b994e5f1c8b08cbe62023-03-14T05:43:44ZengUniversity of BaghdadIraqi Journal of Physics2070-40032664-55482018-09-01163710.30723/ijp.v16i37.84Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE)Loay Kadom Abood The objective of this paper is to improve the general quality of infrared images by proposes an algorithm relying upon strategy for infrared images (IR) enhancement. This algorithm was based on two methods: adaptive histogram equalization (AHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE). The contribution of this paper is on how well contrast enhancement improvement procedures proposed for infrared images, and to propose a strategy that may be most appropriate for consolidation into commercial infrared imaging applications. The database for this paper consists of night vision infrared images were taken by Zenmuse camera (FLIR Systems, Inc) attached on MATRIC100 drone in Karbala city. The experimental tests showed significant improvements. https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/84Infrared images, contrast enhancement, histogram equalization, adaptive histogram equalization, contrast limited adaptive histogram equalization. |
| spellingShingle | Loay Kadom Abood Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE) Iraqi Journal of Physics Infrared images, contrast enhancement, histogram equalization, adaptive histogram equalization, contrast limited adaptive histogram equalization. |
| title | Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE) |
| title_full | Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE) |
| title_fullStr | Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE) |
| title_full_unstemmed | Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE) |
| title_short | Contrast enhancement of infrared images using Adaptive Histogram Equalization (AHE) with Contrast Limited Adaptive Histogram Equalization (CLAHE) |
| title_sort | contrast enhancement of infrared images using adaptive histogram equalization ahe with contrast limited adaptive histogram equalization clahe |
| topic | Infrared images, contrast enhancement, histogram equalization, adaptive histogram equalization, contrast limited adaptive histogram equalization. |
| url | https://ijp.uobaghdad.edu.iq/index.php/physics/article/view/84 |
| work_keys_str_mv | AT loaykadomabood contrastenhancementofinfraredimagesusingadaptivehistogramequalizationahewithcontrastlimitedadaptivehistogramequalizationclahe |