Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images
Authors
Keywords
-
Journal
Remote Sensing
Volume 10, Issue 5, Pages 773
Publisher
MDPI AG
Online
2018-05-17
DOI
10.3390/rs10050773
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A predictive approach to benthic marine habitat mapping: Efficacy and management implications
- (2018) Paolo Vassallo et al. MARINE POLLUTION BULLETIN
- Coral reef habitat mapping: A combination of object-based image analysis and ecological modelling
- (2018) Chris Roelfsema et al. REMOTE SENSING OF ENVIRONMENT
- Mapping seagrass coverage and spatial patterns with high spatial resolution IKONOS imagery
- (2017) Ruiliang Pu et al. International Journal of Applied Earth Observation and Geoinformation
- Mapping seagrass and colonized hard bottom in Springs Coast, Florida using WorldView-2 satellite imagery
- (2016) René Baumstark et al. ESTUARINE COASTAL AND SHELF SCIENCE
- Machine Learning for benthic sand and maerl classification and coverage estimation in coastal areas around the Maltese Islands
- (2016) Adam Gauci et al. Journal of Applied Research and Technology
- Effective face recognition using bag of features with additive kernels
- (2016) Shicai Yang et al. JOURNAL OF ELECTRONIC IMAGING
- Scaling up Ecological Measurements of Coral Reefs Using Semi-Automated Field Image Collection and Analysis
- (2016) Manuel González-Rivero et al. Remote Sensing
- Remote Sensing of Coral Reefs for Monitoring and Management: A Review
- (2016) John Hedley et al. Remote Sensing
- High-Resolution Maps of Bathymetry and Benthic Habitats in Shallow-Water Environments Using Multispectral Remote Sensing Imagery
- (2015) F. Eugenio et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Applying data fusion techniques for benthic habitat mapping and monitoring in a coral reef ecosystem
- (2015) Caiyun Zhang ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A multi-model ensemble approach to seabed mapping
- (2015) Markus Diesing et al. JOURNAL OF SEA RESEARCH
- Integrating field survey data with satellite image data to improve shallow water seagrass maps: the role of AUV and snorkeller surveys?
- (2015) Chris Roelfsema et al. Remote Sensing Letters
- Australian sea-floor survey data, with images and expert annotations
- (2015) Michael Bewley et al. Scientific Data
- Underwater video techniques for observing coastal marine biodiversity: A review of sixty years of publications (1952–2012)
- (2014) Delphine Mallet et al. FISHERIES RESEARCH
- Evaluation of WorldView-2 and acoustic remote sensing for mapping benthic habitats in temperate coastal Pacific waters
- (2014) Luba Reshitnyk et al. REMOTE SENSING OF ENVIRONMENT
- Mapping VHR Water Depth, Seabed and Land Cover Using Google Earth Data
- (2014) Antoine Collin et al. ISPRS International Journal of Geo-Information
- Feature integration analysis of bag-of-features model for image retrieval
- (2013) Jing Yu et al. NEUROCOMPUTING
- An Adaptive Thresholding Multiple Classifiers System for Remote Sensing Image Classification
- (2013) Yu-Chang Tzeng et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Image-Based Coral Reef Classification and Thematic Mapping
- (2013) A.S.M. Shihavuddin et al. Remote Sensing
- Image-based continental shelf habitat mapping using novel automated data extraction techniques
- (2012) Jan Seiler et al. CONTINENTAL SHELF RESEARCH
- A hybrid text classification approach with low dependency on parameter by integrating K-nearest neighbor and support vector machine
- (2012) Chin Heng Wan et al. EXPERT SYSTEMS WITH APPLICATIONS
- An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA
- (2012) Bardan Ghimire et al. GIScience & Remote Sensing
- Alternative spatially enhanced integrative techniques for mapping seagrass in Florida's marine ecosystem
- (2012) Rene Baumstark et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Accuracy of IKONOS for mapping benthic coral-reef habitats: a case study from the Puerto Morelos Reef National Park, Mexico
- (2012) Paula Andrea Zapata-Ramírez et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Development of a machine learning technique for automatic analysis of seafloor image data: Case example, Pogonophora coverage at mud volcanoes
- (2011) A. Lüdtke et al. COMPUTERS & GEOSCIENCES
- BOMBER: A tool for estimating water quality and bottom properties from remote sensing images
- (2011) Claudia Giardino et al. COMPUTERS & GEOSCIENCES
- Combining angular response classification and backscatter imagery segmentation for benthic biological habitat mapping
- (2011) Rozaimi Che Hasan et al. ESTUARINE COASTAL AND SHELF SCIENCE
- Multi-scale, object-based image analysis for mapping geomorphic and ecological zones on coral reefs
- (2011) Stuart R. Phinn et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- An integrated field and remote sensing approach for mapping Seagrass Cover, Moreton Bay, Australia
- (2011) C.M. Roelfsema et al. Journal of Spatial Science
- Noisy data elimination using mutual k-nearest neighbor for classification mining
- (2011) Huawen Liu et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Hierarchical segmentation-based software for cover classification analyses of seabed images (Seascape)
- (2011) N Teixidó et al. MARINE ECOLOGY PROGRESS SERIES
- Predicting Species Diversity of Benthic Communities within Turbid Nearshore Using Full-Waveform Bathymetric LiDAR and Machine Learners
- (2011) Antoine Collin et al. PLoS One
- Integrating field data with high spatial resolution multispectral satellite imagery for calibration and validation of coral reef benthic community maps
- (2010) Chris Roelfsema Journal of Applied Remote Sensing
- Toward adaptive benthic habitat mapping using gaussian process classification
- (2010) Paul Rigby et al. Journal of Field Robotics
- Ecological niche modelling of the distribution of cold-water coral habitat using underwater remote sensing data
- (2009) Janine Guinan et al. Ecological Informatics
- A kernel functions analysis for support vector machines for land cover classification
- (2009) T. Kavzoglu et al. International Journal of Applied Earth Observation and Geoinformation
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started