2021 IEEE International Conference on Image Processing

19-22 September 2021 • Anchorage, Alaska, USA

Imaging Without Borders

2021 IEEE International Conference on Image Processing

19-22 September 2021 • Anchorage, Alaska, USA

Login Paper Search My Schedule Paper Index Help

My ICIP 2021 Schedule

Note: Your custom schedule will not be saved unless you create a new account or login to an existing account.
  1. Create a login based on your email (takes less than one minute)
  2. Perform 'Paper Search'
  3. Select papers that you desire to save in your personalized schedule
  4. Click on 'My Schedule' to see the current list of selected papers
  5. Click on 'Printable Version' to create a separate window suitable for printing (the header and menu will appear, but will not actually print)

Paper Detail

Paper IDTEC-7.9
Paper Title MULTI-SCALE MODEL DRIVEN SINGLE IMAGE DEHAZING
Authors Zhengguo Li, Haiyan Shu, Instittue for Infocomm Research, Singapore
SessionTEC-7: Interpolation, Enhancement, Inpainting
LocationArea G
Session Time:Tuesday, 21 September, 08:00 - 09:30
Presentation Time:Tuesday, 21 September, 08:00 - 09:30
Presentation Poster
Topic Image and Video Processing: Multiresolution processing of images & Video
IEEE Xplore Open Preview  Click here to view in IEEE Xplore
Abstract Model driven single image dehazing was widely studied due to its broad applications. It is challenging to prevent noise from being amplified in sky region for the model driven dehazing algorithms. In this paper, a new multi-scale hazy image model is first built up by using the Laplacian pyramid of hazy image and the Gaussian pyramid of transmission map. A novel multi-scale dehazing algorithm is then proposed on top of the model to address the problem. Different haze removal and noise reduction approaches are applied to restore the scene radiance at different levels of the pyramid. The resultant pyramid is collapsed to restore a haze-free image. Experiment results demonstrate that the proposed algorithm outperform state of the art dehazing algorithms and the noise is indeed prevented from being amplified in the sky region.