Underwater image processing based on CNN applications: A review

A Noor, NI Ruhaiyem - Proceedings of the Cognitive Models and Artificial …, 2024 - dl.acm.org
In recent years, due to the natural resources contained in the vast underwater world and the
diversity of organisms present in it, including microscopic organisms, coral reefs, seaweed …

Experimental demonstration of a free space optical wireless video transmission system based on image compression sensing algorithm

J Li, H Yao, J Wang, Z Cao, W Wang, K Dong, Q Hao… - Optics …, 2023 - opg.optica.org
The wireless transmission of video data mainly entails addressing the massive video stream
data and ensuring the quality of image frame transmission. To reduce the amount of data …

Computational Integral Imaging Reconstruction via Elemental Image Blending without Normalization

E Lee, H Cho, H Yoo - Sensors, 2023 - mdpi.com
This paper presents a novel computational integral imaging reconstruction (CIIR) method
using elemental image blending to eliminate the normalization process in CIIR …

Three-Dimensional (3D) Visualization under Extremely Low Light Conditions Using Kalman Filter

HW Kim, M Cho, MC Lee - Sensors, 2023 - mdpi.com
In recent years, research on three-dimensional (3D) reconstruction under low illumination
environment has been reported. Photon-counting integral imaging is one of the techniques …

Underwater optical signal detection system using diffuser-based lensless imaging

Y Huang, G Krishnan, S Goswami, B Javidi - Optics Express, 2024 - opg.optica.org
We propose a diffuser-based lensless underwater optical signal detection system. The
system consists of a lensless one-dimensional (1D) camera array equipped with random …

Enhancement of Three-Dimensional Computational Integral Imaging via Post-Processing with Visibility Coefficient Estimation

H Cho, H Yoo - Applied Sciences, 2024 - mdpi.com
This paper introduces an enhancement technique for three-dimensional computational
integral imaging by utilizing a post-processing method. Despite the advantages of …

Polarization-Enhanced Underwater Detection Method for Multiple Material Targets Based on Deep-Learning

G Wang, J Gao, Y Chen, X Wang, J Li… - IEEE Photonics …, 2023 - ieeexplore.ieee.org
Underwater target detection is an essential topic in the applications of underwater
exploration. However, underwater target detection faces serious challenges, such as …

Sensing, Visualization, and Recognition in Degraded Environment using Passive Multidimensional Integral Imaging (Keynote Address)

B Javidi - 3D Image Acquisition and Display: Technology …, 2023 - opg.optica.org
This keynote-address presents an overview of passive multidimensional integral-imaging for
sensing, visualization, and recognition in degraded-environments including turbid …

[PDF][PDF] Underwater optical imaging and sensing in turbidity using three-dimensional integral imaging: a review

A Maric, G Krishnan, R Joshi, Y Huang… - Advanced …, 2024 - researching.cn
Three-dimensional (3D) integral imaging (InIm) is an active research topic in underwater
optical imaging and sensing systems. 3D InIm is a passive method to visualize the 3D …

An overview of 1D integral imaging convolutional neural networks applied in underwater optical signal detection under degraded environments

Y Huang, G Krishnan, T O'Connor… - … , and Display 2024, 2024 - spiedigitallibrary.org
In this paper, we overview the previously reported underwater signal detection system using
1D integral imaging convolutional neural networks (1DInImCNN). The 1DInImCNN system …