Literature DB >> 30696146

Enhancing underwater optical imaging by using a low-pass polarization filter.

Khadidja Ould Amer, Marwa Elbouz, Ayman Alfalou, Christian Brosseau, Jaouad Hajjami.   

Abstract

Object identification in highly turbid optical media depends mainly on the quality of collected images. Underwater images acquired in a turbid environment are generally of very poor quality. Attenuation and backscattering of light by water, by materials dissolved in the water, and by particulate material are the main causes of the degradation of underwater images. It is therefore essential to improve the quality of such images to facilitate object identification. The focus of this paper is to report the principle and validation of a fast and effective method of improving the quality of underwater images. On the one hand, this method uses a polarimetric imaging optical system to reduce the effect of diffusion on the image acquisition. On the other hand, it is based on an optimized version of the dark channel prior (DCP) method that has received a great deal of attention for image dehazing. Results derived from images obtained in a controlled laboratory water tank environment with different turbidity conditions and images from tests using the proposed method at sea demonstrate an ability to significantly improve visibility and reduce runtime by a factor of about 50 for a 4K image when compared to conventional DCP methods.

Entities:  

Year:  2019        PMID: 30696146     DOI: 10.1364/OE.27.000621

Source DB:  PubMed          Journal:  Opt Express        ISSN: 1094-4087            Impact factor:   3.894


  5 in total

1.  Underwater Object Detection and Reconstruction Based on Active Single-Pixel Imaging and Super-Resolution Convolutional Neural Network.

Authors:  Mengdi Li; Anumol Mathai; Stephen L H Lau; Jian Wei Yam; Xiping Xu; Xin Wang
Journal:  Sensors (Basel)       Date:  2021-01-05       Impact factor: 3.576

2.  Polarization-based smoke removal method for surgical images.

Authors:  Daqian Wang; Ji Qi; Baoru Huang; Elizabeth Noble; Danail Stoyanov; Jun Gao; Daniel S Elson
Journal:  Biomed Opt Express       Date:  2022-03-22       Impact factor: 3.562

3.  Experimental Study on Bottom-Up Detection of Underwater Targets Based on Polarization Imaging.

Authors:  Tianfeng Pan; Xianqiang He; Xuan Zhang; Jia Liu; Yan Bai; Fang Gong; Teng Li
Journal:  Sensors (Basel)       Date:  2022-04-07       Impact factor: 3.576

4.  Deblurring Ghost Imaging Reconstruction Based on Underwater Dataset Generated by Few-Shot Learning.

Authors:  Xu Yang; Zhongyang Yu; Pengfei Jiang; Lu Xu; Jiemin Hu; Long Wu; Bo Zou; Yong Zhang; Jianlong Zhang
Journal:  Sensors (Basel)       Date:  2022-08-17       Impact factor: 3.847

5.  A polarization-based image restoration method for both haze and underwater scattering environment.

Authors:  Zhenming Dong; Daifu Zheng; Yantang Huang; Zhiping Zeng; Canhua Xu; Tingdi Liao
Journal:  Sci Rep       Date:  2022-02-03       Impact factor: 4.379

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.