About
The iMagine team
iMagine Competence Centre
Services
iMagine AI Platform
Image Analysis Services for Aquatic Sciences
iMagine Datasets
Use Cases
Aquatic Litter Drones
Beach Monitoring
Coastal Inundation and Wave Dreaking detection
Cold Water Coral Reefs
Ecosystem monitoring at EMSO sites by video imagery
EyeOnWater
Fish Otoliths
Flowcam phytoplankton identification
Freshwater Diatoms Identification
Oil Spill Detection
Satellite-derived Bathymetry
Underwater Noise Identification
Zooscan - EcoTaxa Pipeline
Project Results
Key Exploitable Results (KERs)
iMagine Deliverables
iMagine Publications
iMagine Presentations and Posters
Tips for AI-based Image Processing
News & Events
Call for Use Cases

iMagine Publications

This page collects the publications acknowledging iMagine that were published throughout the project.
Image

NB: the links are to journals when an Open Access version exists, or to the repository where the full texts are available.

2024
2023
2022

2024

“UDE DIATOMS in the Wild 2024”: a new image dataset of freshwater diatoms for training deep learning models
Deep Learning Based Characterization of Cold-Water Coral Habitat at Central Cantabrian Natura 2000 Sites Using YOLOv8
Automated identification of seafloor deep species
AI-based fish detection and classification at OBSEA underwater observatory
Detect and follow a custom object, using OBSEA underwater crawler
Evaluating the biological impact of an artificial reef using deep learning techniques
Tools for ecosystem monitoring based on fish detection and classification using deep neural networks

2023

Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers
Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval

2022

Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach