Single image dehazing based upon visibility range through synthetic haze simulation
Outdoor images are typically degraded by light scattering and absorption from aerosols, such as dust, mist, and smoke in the atmosphere. Image dehazing aims to improve details on visibility, edge, and texture and retain image structure and colours without data loss. Most of the current hazy database...
| Main Authors: | , , , |
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| Format: | Proceedings |
| Language: | English English |
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Faculty of Science and Natural Resources
2021
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| Subjects: | |
| Online Access: | https://eprints.ums.edu.my/id/eprint/32088/1/Single%20image%20dehazing%20based%20upon%20visibility%20range%20through%20synthetic%20haze%20simulation.ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/32088/2/SINGLE%20IMAGE%20DEHAZING%20BASED%20UPON%20VISIBILITY%20RANGE%20THROUGH%20SYNTHETIC%20HAZE%20SIMULATION.pdf |
| _version_ | 1825714629148409856 |
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| author | Sarudin Kari Noor Asma Husain Abdullah Bade Mohd Shafry Mohd Rahim |
| author_facet | Sarudin Kari Noor Asma Husain Abdullah Bade Mohd Shafry Mohd Rahim |
| author_sort | Sarudin Kari |
| collection | UMS |
| description | Outdoor images are typically degraded by light scattering and absorption from aerosols, such as dust, mist, and smoke in the atmosphere. Image dehazing aims to improve details on visibility, edge, and texture and retain image structure and colours without data loss. Most of the current hazy database presented in a single image simulated synthetic haze indicated complicated calculation of the depth map. This paper presents a new dataset that includes image pairs of hazy and corresponding outdoor images that are haze-free (ground-truth). On a clear day as referred to as a low Air Pollutant Index, this experiment simulated synthetic synthetic haze in the Malaysian outdoor scene. The haze simulation illustrates how this approach can lead to better outcomes in the measurement of image quality than the current state-of-the-art dehazing method. |
| first_indexed | 2024-03-06T03:14:39Z |
| format | Proceedings |
| id | ums.eprints-32088 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:14:39Z |
| publishDate | 2021 |
| publisher | Faculty of Science and Natural Resources |
| record_format | dspace |
| spelling | ums.eprints-320882022-03-31T02:16:48Z https://eprints.ums.edu.my/id/eprint/32088/ Single image dehazing based upon visibility range through synthetic haze simulation Sarudin Kari Noor Asma Husain Abdullah Bade Mohd Shafry Mohd Rahim TD878-894 Special types of environment Including soil pollution, air pollution, noise pollution Outdoor images are typically degraded by light scattering and absorption from aerosols, such as dust, mist, and smoke in the atmosphere. Image dehazing aims to improve details on visibility, edge, and texture and retain image structure and colours without data loss. Most of the current hazy database presented in a single image simulated synthetic haze indicated complicated calculation of the depth map. This paper presents a new dataset that includes image pairs of hazy and corresponding outdoor images that are haze-free (ground-truth). On a clear day as referred to as a low Air Pollutant Index, this experiment simulated synthetic synthetic haze in the Malaysian outdoor scene. The haze simulation illustrates how this approach can lead to better outcomes in the measurement of image quality than the current state-of-the-art dehazing method. Faculty of Science and Natural Resources 2021 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/32088/1/Single%20image%20dehazing%20based%20upon%20visibility%20range%20through%20synthetic%20haze%20simulation.ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/32088/2/SINGLE%20IMAGE%20DEHAZING%20BASED%20UPON%20VISIBILITY%20RANGE%20THROUGH%20SYNTHETIC%20HAZE%20SIMULATION.pdf Sarudin Kari and Noor Asma Husain and Abdullah Bade and Mohd Shafry Mohd Rahim (2021) Single image dehazing based upon visibility range through synthetic haze simulation. https://drive.google977-2-73-522200-2.com/file/d/1zKEpSiYvg9vZHHzuKra49512D_AMLubu/view |
| spellingShingle | TD878-894 Special types of environment Including soil pollution, air pollution, noise pollution Sarudin Kari Noor Asma Husain Abdullah Bade Mohd Shafry Mohd Rahim Single image dehazing based upon visibility range through synthetic haze simulation |
| title | Single image dehazing based upon visibility range through synthetic haze simulation |
| title_full | Single image dehazing based upon visibility range through synthetic haze simulation |
| title_fullStr | Single image dehazing based upon visibility range through synthetic haze simulation |
| title_full_unstemmed | Single image dehazing based upon visibility range through synthetic haze simulation |
| title_short | Single image dehazing based upon visibility range through synthetic haze simulation |
| title_sort | single image dehazing based upon visibility range through synthetic haze simulation |
| topic | TD878-894 Special types of environment Including soil pollution, air pollution, noise pollution |
| url | https://eprints.ums.edu.my/id/eprint/32088/1/Single%20image%20dehazing%20based%20upon%20visibility%20range%20through%20synthetic%20haze%20simulation.ABSTRACT.pdf https://eprints.ums.edu.my/id/eprint/32088/2/SINGLE%20IMAGE%20DEHAZING%20BASED%20UPON%20VISIBILITY%20RANGE%20THROUGH%20SYNTHETIC%20HAZE%20SIMULATION.pdf |
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