ORIGINAL RESEARCH
Published on 22 Jan 2026
Self-supervised transfer learning for few-shot classification on marine plankton images
doi 10.3389/fmars.2025.1729254
- 443 views
- Frontiers in Marine Science
- Ocean Observation
- Research Topics
- Underwater Visual Signal Processing in the Data-Driven Era
Underwater Visual Signal Processing in the Data-Driven Era
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Articles
ORIGINAL RESEARCH
Published on 02 Jan 2026
A machine learning-driven framework for enhancing underwater visual signal processing in marine ecosystem economic monitoring and anthropogenic impact assessment
doi 10.3389/fenvs.2025.1689855
- 1,083 views
ORIGINAL RESEARCH
Published on 29 Oct 2025
DyAqua-YOLO: a high-precision real-time underwater object detection model based on dynamic adaptive architecture
doi 10.3389/fmars.2025.1678417
- 1,919 views
ORIGINAL RESEARCH
Published on 28 Jul 2025
Hybrid Mamba for amphibious Limulidae low-light image enhancement
doi 10.3389/fmars.2025.1578735
- 1,197 views
ORIGINAL RESEARCH
Published on 09 Jun 2025
YOLO-NeRFSLAM: underwater object detection for the visual NeRF-SLAM
doi 10.3389/fmars.2025.1582126
- 7,681 views
- 1 citation
ORIGINAL RESEARCH
Published on 04 Jun 2025
Cold-start visualization recommendation driven by large language models for ocean data analysis
doi 10.3389/fmars.2025.1554241
- 1,785 views
- 1 citation
ORIGINAL RESEARCH
Published on 08 Apr 2025
Deep learning-driven 3D marine nitrate estimation: uncertainty mitigation through underwater signal exploitation and label augmentation
doi 10.3389/fmars.2025.1576558
- 1,332 views
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Frontiers in Marine Science
Ocean Observation
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Frontiers in Environmental Science
- 3.7 impact factor
- 7.0 citescore
Frontiers in Imaging
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