Deep learning algorithms for sonar imagery analysis and its application in aquaculture: A review

Y Chai, H Yu, L Xu, D Li, Y Chen - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
With the rapid development of underwater sensor techniques, using acoustic techniques to
obtain and analyze underwater images is an effective approach due to the superior nature of …

Speckle noise reduction in coherent imaging systems via hybrid median–mean filter

R Castaneda, J Garcia-Sucerquia… - Optical …, 2021 - spiedigitallibrary.org
Images recorded by coherent imaging systems, including laser-based photography, digital
holography (DH), and digital holographic microscopy (DHM), are severely distorted by …

A reverberation noise suppression method of sonar image based on shearlet transform

H Zhang, J Cheng, M Tian, J Liu, G Shao… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
A sonar image affected by reverberation noise would generate serious speckle noise in the
image, which causes great trouble for the later sonar image target segmentation and …

An unsupervised automatic organization method for Professor Shirakawa's hand-notated documents of oracle bone inscriptions

X Yue, Z Wang, R Ishibashi, H Kaneko… - International Journal on …, 2024 - Springer
As one of the most influential Chinese cultural researchers in the second half of the twentieth-
century, Professor Shirakawa is active in the research field of ancient Chinese characters …

Conditional GANs for sonar image filtering with applications to underwater occupancy map**

T Lin, A Hinduja, M Qadri… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Underwater robots typically rely on acoustic sensors like sonar to perceive their
surroundings. However, these sensors are often inundated with multiple sources and types …

Performance evaluation of linear and nonlinear filters for despeckling B mode foetal heart ultrasound images

N Sriraam, V Punya Prabha, TV Sushma… - The Imaging Science …, 2024 - Taylor & Francis
Early detection of congenital heart disease (CHD), one of the most commonly occurring
congenital defects, is important to reduce mortality rates. The major drawback of ultrasound …

[HTML][HTML] Acoustic camera-based super-resolution reconstruction approach for underwater perception in low-visibility marine environments

X Zhou, K Mizuno - Applied Ocean Research, 2024 - Elsevier
In low-visibility environments, the underwater perception range of optical cameras is
severely restricted, and perception operations in ocean engineering often rely on sonar …

[HTML][HTML] Sonar-Based Simultaneous Localization and Map** Using the Semi-Direct Method

X Han, J Sun, S Zhang, J Dong, H Yu - Journal of Marine Science and …, 2024 - mdpi.com
The SLAM problem is a common challenge faced by ROVs working underwater, with the key
issue being the accurate estimation of pose. In this work, we make full use of the positional …

An efficient collaborative filtering method for image noise and artifact removal

X Liu, S Wang, S Fu, L Yuliang, S Liu, W Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
In recent years, sparse representation theory and low-rank approximation model have been
widely used in signal and image processing fields. In the study of natural image denoising …

X-ray Image Blind Denoising in Hybrid Noise Based on Convolutional Neural Networks

J Wang, H Cong, X Wei, B Qi, J Li, T Cai - IEEE/WIC/ACM International …, 2021 - dl.acm.org
Low-dose X-ray imaging is a medical imaging method used for disease screening and
diagnosis. However, the interpretation of such images is a challenging task because of …