Bathymetric Inversion and Uncertainty Estimation from Synthetic Surf-Zone Imagery with Machine Learning

How much benthic information can be retrieved with hyperspectral sensor from the optically complex coastal waters?

(2020) Ele Vahtmäe et al.   Journal of Applied Remote Sensing

Multi-decadal shoreline change in coastal Natural World Heritage Sites – a global assessment

(2020) Salma Sabour et al.   Environmental Research Letters

A Deep Learning Approach for Estimation of the Nearshore Bathymetry

(2020) Rachid Benshila et al.   JOURNAL OF COASTAL RESEARCH

Deep learning technique for fast inference of large-scale riverine bathymetry

(2020) Hojat Ghorbanidehno et al.   ADVANCES IN WATER RESOURCES

Estimation of the nearshore bathymetry from high temporal resolution Sentinel-1A C-band SAR data - A case study

(2019) Patricia Pereira et al.   REMOTE SENSING OF ENVIRONMENT

Novel data assimilation algorithm for nearshore bathymetry

(2019) Hojat Ghorbanidehno et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

A novel machine learning algorithm for tracking remotely sensed waves in the surf zone

(2019) C.E. Stringari et al.   COASTAL ENGINEERING

Peeking behind objects: Layered depth prediction from a single image

(2019) Helisa Dhamo et al.   PATTERN RECOGNITION LETTERS

Sub-annual to multi-decadal shoreline variability from publicly available satellite imagery

(2019) Kilian Vos et al.   COASTAL ENGINEERING

Simultaneous Mapping of Coastal Topography and Bathymetry From a Lightweight Multicamera UAS

(2019) Katherine L. Brodie et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Wave-derived coastal bathymetry from satellite video imagery: A showcase with Pleiades persistent mode

(2019) Rafael Almar et al.   REMOTE SENSING OF ENVIRONMENT

Radon-Augmented Sentinel-2 Satellite Imagery to Derive Wave-Patterns and Regional Bathymetry

(2019) Erwin W. J. Bergsma et al.   Remote Sensing

Linear depth inversion sensitivity to wave viewing angle using synthetic optical video

(2019) Eleonora Perugini et al.   COASTAL ENGINEERING

Optical wave gauging using deep neural networks

(2019) Daniel Buscombe et al.   COASTAL ENGINEERING

Evaluation of UAV LiDAR for Mapping Coastal Environments

(2019) Yi-Chun Lin et al.   Remote Sensing

Confidence Propagation through CNNs for Guided Sparse Depth Regression

(2019) Abdelrahman Eldesokey et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Evaluation of video-based linear depth inversion performance and applications using altimeters and hydrographic surveys in a wide range of environmental conditions

(2018) Katherine L. Brodie et al.   COASTAL ENGINEERING

Video-based depth inversion techniques, a method comparison with synthetic cases

(2018) Erwin W.J. Bergsma et al.   COASTAL ENGINEERING

Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery

(2018) Ronald Kemker et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

(2018) Ronald Kemker et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Surf zone state estimation, with applications to quadcopter-based remote sensing data

(2018) Gregory Wilson et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Surf Zone Characterization Using a Small Quadcopter: Technical Issues and Procedures

(2017) Rob A. Holman et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A parametric model for barred equilibrium beach profiles: Two-dimensional implementation

(2016) Robert A. Holman et al.   COASTAL ENGINEERING

Regularized estimation of bathymetry and water quality using hyperspectral remote sensing

(2016) S. Jay et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Data Assimilation for Bathymetry Estimation at a Tidal Inlet

(2016) S. Moghimi et al.   JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY

Synthetic Imagery for the Automated Detection of Rip Currents

(2016) Sebastian Pitman et al.   JOURNAL OF COASTAL RESEARCH

Scalable subsurface inverse modeling of huge data sets with an application to tracer concentration breakthrough data from magnetic resonance imaging

(2016) Jonghyun Lee et al.   WATER RESOURCES RESEARCH

Fast computation of uncertainty quantification measures in the geostatistical approach to solve inverse problems

(2015) Arvind K. Saibaba et al.   ADVANCES IN WATER RESOURCES

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

Retrieval of nearshore bathymetry from Landsat 8 images: A tool for coastal monitoring in shallow waters

(2015) A. Pacheco et al.   REMOTE SENSING OF ENVIRONMENT

A parametric model for barred equilibrium beach profiles

(2014) Robert A. Holman et al.   COASTAL ENGINEERING

Surf zone bathymetry and circulation predictions via data assimilation of remote sensing observations

(2014) G. W. Wilson et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

cBathy: A robust algorithm for estimating nearshore bathymetry

(2013) Rob Holman et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

SWASH: An operational public domain code for simulating wave fields and rapidly varied flows in coastal waters

(2011) Marcel Zijlema et al.   COASTAL ENGINEERING

Short-term sandbar variability based on video imagery: Comparison between Time–Average and Time–Variance techniques

(2011) Rafael M.C. Guedes et al.   MARINE GEOLOGY

Data assimilation and bathymetric inversion in a two-dimensional horizontal surf zone model

(2010) G. W. Wilson et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Bathymetry Estimation From Single-Frame Images of Nearshore Waves

(2009) K.D. Splinter et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote sensing of wave roller lengths in the laboratory

(2009) Merrick C. Haller et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Bathymetric mapping by means of remote sensing: methods, accuracy and limitations

(2009) Jay Gao   PROGRESS IN PHYSICAL GEOGRAPHY

Beach Wizard: Nearshore bathymetry estimation through assimilation of model computations and remote observations

(2008) Ap van Dongeren et al.   COASTAL ENGINEERING

Estimation of bathymetric depth and slope from data assimilation of swath altimetry into a hydrodynamic model

(2008) Michael Durand et al.   GEOPHYSICAL RESEARCH LETTERS

Ocean Wavenumber Estimation From Wave-Resolving Time Series Imagery

(2008) N.G. Plant et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote sensing of breaking wave phase speeds with application to non-linear depth inversions

(2007) Patricio A. Catálan et al.   COASTAL ENGINEERING