Deep learning model for seabed sediment classification based on fuzzy ranking feature optimization

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A method for multibeam seafloor terrain classification based on self-adaptive geographic classification unit

(2019) Xiaodong Cui et al.   APPLIED ACOUSTICS

Improving marine habitat mapping using high-resolution acoustic data; a predictive habitat map for the Firth of Lorn, Scotland

(2018) Karen Boswarva et al.   CONTINENTAL SHELF RESEARCH

Classification of Coral Reefs in the South China Sea by Combining Airborne LiDAR Bathymetry Bottom Waveforms and Bathymetric Features

(2018)   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Image-based seabed classification: what can we learn from terrestrial remote sensing?

(2016) Markus Diesing et al.   ICES JOURNAL OF MARINE SCIENCE

Towards Quantitative Spatial Models of Seabed Sediment Composition

(2015) David Stephens et al.   PLoS One

Mapping seabed sediments: Comparison of manual, geostatistical, object-based image analysis and machine learning approaches

(2014) Markus Diesing et al.   CONTINENTAL SHELF RESEARCH

Interlinking backscatter, grain size and benthic community structure

(2014) Chris McGonigle et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Predictive mapping of seabed substrata using high-resolution multibeam sonar data: A case study from a shelf with complex geomorphology

(2014) Huang Zhi et al.   MARINE GEOLOGY

A hybrid framework for reservoir characterization using fuzzy ranking and an artificial neural network

(2013) Baijie Wang et al.   COMPUTERS & GEOSCIENCES

An evaluation of compiled single-beam bathymetry data as a basis for regional sediment and biotope mapping

(2013) Sigrid Elvenes et al.   ICES JOURNAL OF MARINE SCIENCE

Assessing the performance of two unsupervised dimensionality reduction techniques on hyperspectral APEX data for high resolution urban land-cover mapping

(2013) Luca Demarchi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Do marine substrates ‘look’ and ‘sound’ the same? Supervised classification of multibeam acoustic data using autonomous underwater vehicle images

(2012) Vanessa Lucieer et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Evaluation of Four Supervised Learning Methods for Benthic Habitat Mapping Using Backscatter from Multi-Beam Sonar

(2012) Rozaimi Hasan et al.   Remote Sensing

Benthic habitat mapping: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques

(2011) Craig J. Brown et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Predictive modelling of seabed sediment parameters using multibeam acoustic data: a case study on the Carnarvon Shelf, Western Australia

(2011) Zhi Huang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Modeling electroencephalography waveforms with semi-supervised deep belief nets: fast classification and anomaly measurement

(2011) D F Wulsin et al.   Journal of Neural Engineering

A new approach to mapping marine benthic habitats using physical environmental data

(2010) Zhi Huang et al.   CONTINENTAL SHELF RESEARCH

Comparison of automated classification techniques for predicting benthic biological communities using hydroacoustics and video observations

(2010) D. Ierodiaconou et al.   CONTINENTAL SHELF RESEARCH

Detection of deep water benthic macroalgae using image-based classification techniques on multibeam backscatter at Cashes Ledge, Gulf of Maine, USA

(2010) Chris McGonigle et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Prediction of benthic biotopes on a Norwegian offshore bank using a combination of multivariate analysis and GIS classification

(2009) P. Buhl-Mortensen et al.   ICES JOURNAL OF MARINE SCIENCE

Textural analyses of multibeam sonar imagery from Stanton Banks, Northern Ireland continental shelf

(2008) Ph. Blondel et al.   APPLIED ACOUSTICS

Neural network classification of multibeam backscatter and bathymetry data from Stanton Bank (Area IV)

(2008) Ivor Marsh et al.   APPLIED ACOUSTICS

A Bayesian approach to seafloor classification using multi-beam echo-sounder backscatter data

(2008) Dick G. Simons et al.   APPLIED ACOUSTICS

Developments in the application of multibeam sonar backscatter for seafloor habitat mapping

(2008) Craig J. Brown et al.   APPLIED ACOUSTICS

Coincident swath acoustic backscatter and bathymetry for the interpretation of shallow-water sediment composition and processes

(2008) BARBARA GLYNN et al.   JOURNAL OF THE GEOLOGICAL SOCIETY

Citrus canker detection using hyperspectral reflectance imaging and PCA-based image classification method

(2008) Jianwei Qin et al.   Journal of Food Measurement and Characterization