You are currently viewing a new version of our website. To view the old version click .

Journal of Marine Science and Engineering, Volume 10, Issue 6

June 2022 - 128 articles

Cover Story: The automatic classification of fish images captured under water is a challenging task with a broad potential impact for environmental conservation. Convolutional neural network models employed for image recognition typically require very large datasets to train millions of model parameters. However, underwater fish image and video datasets are scarce and unbalanced, so neural models may be inadequately trained. We engineer convolutional neural networks with up to ~50,000 parameters, which require much smaller datasets for training and run in much more constrained embedded platforms. By augmenting neural models with a tracking algorithm that recognizes fish specimens across video frames, we obtain a classifier of very limited overall complexity. Experiments in the Mediterranean Sea confirm a good level of accuracy for fish recognition in the wild. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (128)

  • Article
  • Open Access
5 Citations
2,604 Views
13 Pages

Many populated, tropical coastlines fronted by fringing coral reefs are exposed to wave-driven marine flooding that is exacerbated by sea-level rise. Most fringing coral reefs are not alongshore uniform, but bisected by shore-normal channels; however...

  • Article
  • Open Access
2 Citations
2,232 Views
20 Pages

This paper investigates swarm control for unmanned surface vessels subject to multiple constraints. These constraints can be summarized as model parameter uncertainty, the unavailability of velocity measurements, time-varying environmental disturbanc...

  • Article
  • Open Access
39 Citations
4,350 Views
22 Pages

Due to the complexity of the marine environment, underwater target search and interception is one of the biggest problems faced by an autonomous underwater vehicle (AUV). At present, there is quite a lot of research in terms of the two-dimensional en...

  • Article
  • Open Access
5 Citations
4,276 Views
14 Pages

Like many estuaries worldwide, the Indian River Lagoon (IRL), has seen a decline in resources and overall water quality due to human activities. One method to help restore water quality and benthic habitats is to construct and deploy oyster restorati...

  • Article
  • Open Access
2 Citations
2,597 Views
18 Pages

Shoal-to-Strata Ratio Technique and Its Use in Describing Carbonate Rock Sedimentary Facies in the Eastern Sichuan Basin

  • Xiuquan Hu,
  • Hong Liu,
  • Xiucheng Tan,
  • Chenjing Xiao,
  • Qian Tan,
  • Jianghan Li and
  • Chi Yi

The requirements for the accurate characterization of shoal sediments have increased in view of the fact that strata are eroded due to uplift and it is difficult to calculate the real thickness of granular shoal. To solve this problem, with the shoal...

  • Article
  • Open Access
3 Citations
2,475 Views
18 Pages

Dynamic Analysis of Bottom Subsidence of Benthic Lander

  • Zhou Yu,
  • Chunyue Zhang,
  • Jiawang Chen and
  • Ziqiang Ren

The geomorphology of the deep-sea environment is complex, including seamounts based on hard rocks and seabeds based on rare soft sediments. Therefore, the frame of the benthic lander needs to be shock and subsidence resistant. In this paper, the stat...

  • Article
  • Open Access
19 Citations
4,079 Views
27 Pages

Research on AUV Energy Saving 3D Path Planning with Mobility Constraints

  • Guocheng Zhang,
  • Jixiao Liu,
  • Yushan Sun,
  • Xiangrui Ran and
  • Puxin Chai

This paper aims to focus on the path planning problem of AUV in the marine environment. As well as considering the path length and safe obstacle avoidance, ocean currents should not be ignored as the main factor affecting the navigation energy consum...

  • Article
  • Open Access
7 Citations
2,414 Views
17 Pages

For a low-frequency sound signal propagating in a two-dimensionally inhomogeneous shallow-water waveguide, the influence of random bathymetry (fluctuating bottom boundary) was considered based on the local-mode approach and statistical modeling using...

  • Review
  • Open Access
18 Citations
5,614 Views
19 Pages

With the rapid development of global offshore wind power, the demand for offshore wind power operation and maintenance is also increasing. This paper analyzes the technology of units, monitoring of deep wind field, and operation and maintenance risks...

  • Article
  • Open Access
1 Citations
2,864 Views
21 Pages

In order to avoid the influence of the test system itself on the autonomous navigation and performance test accuracy of unmanned surface vehicles (USVs), a test method for the obstacle-avoidance performance of USVs based on mobile-buoy–shore mu...

of 13

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
J. Mar. Sci. Eng. - ISSN 2077-1312