RUF: Effective Sea Ice Floe Segmentation Using End-To-End RES-UNET-CRF with Dual Loss

ICENET: A Semantic Segmentation Deep Network for River Ice by Fusing Positional and Channel-Wise Attentive Features

(2020) Xiuwei Zhang et al.   Remote Sensing

Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling

(2020) Marie Hoekstra et al.   Remote Sensing

Discrimination of open water from sea ice in the Labrador Sea using quad-polarized synthetic aperture radar

(2020) Tao Xie et al.   REMOTE SENSING OF ENVIRONMENT

LS-SSDD-v1.0: A Deep Learning Dataset Dedicated to Small Ship Detection from Large-Scale Sentinel-1 SAR Images

(2020) Tianwen Zhang et al.   Remote Sensing

Fast Multiscale Superpixel Segmentation for SAR Imagery

(2020) Wei Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Ultrasound prostate segmentation based on multidirectional deeply supervised V‐Net

(2019) Yang Lei et al.   MEDICAL PHYSICS

High-Speed Ship Detection in SAR Images Based on a Grid Convolutional Neural Network

(2019) Tianwen Zhang et al.   Remote Sensing

Estimating Sea Ice Concentration From SAR: Training Convolutional Neural Networks With Passive Microwave Data

(2019) Colin L. V. Cooke et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

U-net like deep autoencoders for deblurring atmospheric turbulence

(2019) Gongping Chen et al.   JOURNAL OF ELECTRONIC IMAGING

Depthwise Separable Convolution Neural Network for High-Speed SAR Ship Detection

(2019) Zhang et al.   Remote Sensing

Ice Condition Assessment Using Onboard Accelerometers and Statistical Change Detection

(2019) Hans-Martin Heyn et al.   IEEE JOURNAL OF OCEANIC ENGINEERING

Increasing Mobility of High Arctic Sea Ice Increases Marine Hazards Off the East Coast of Newfoundland

(2018) D. G. Barber et al.   GEOPHYSICAL RESEARCH LETTERS

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

2014 summer Arctic sea ice thickness and concentration from shipborne observations

(2018) Qingkai Wang et al.   International Journal of Digital Earth

Climate change and sea ice: Shipping in Hudson Bay, Hudson Strait, and Foxe Basin (1980–2016)

(2018) Jonathan Andrews et al.   Elementa-Science of the Anthropocene

Superpixel Segmentation of Polarimetric Synthetic Aperture Radar (SAR) Images Based on Generalized Mean Shift

(2018) Fengkai Lang et al.   Remote Sensing

River channel segmentation in polarimetric SAR images: Watershed transform combined with average contrast maximisation

(2017) Marcin Ciecholewski   EXPERT SYSTEMS WITH APPLICATIONS

A Median Regularized Level Set for Hierarchical Segmentation of SAR Images

(2017) Alan M. Braga et al.   IEEE Geoscience and Remote Sensing Letters

Level Set Segmentation Algorithm for High-Resolution Polarimetric SAR Images Based on a Heterogeneous Clutter Model

(2017) Ruijin Jin et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Baltic Sea Ice Concentration Estimation Using SENTINEL-1 SAR and AMSR2 Microwave Radiometer Data

(2017) Juha Karvonen   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Collecting Empirically Derived SAR Characteristic Values over One Year of Sea Ice Environments for Use in Data Assimilation

(2017) Lynn Pogson et al.   MONTHLY WEATHER REVIEW

Bohai Sea Ice Parameter Estimation Based on Thermodynamic Ice Model and Earth Observation Data

(2017) Juha Karvonen et al.   Remote Sensing

A practical algorithm for the retrieval of floe size distribution of Arctic sea ice from high-resolution satellite Synthetic Aperture Radar imagery

(2017) Byongjun Hwang et al.   Elementa-Science of the Anthropocene

Antarctic Sea-Ice Classification Based on Conditional Random Fields From RADARSAT-2 Dual-Polarization Satellite Images

(2016) Tingting Zhu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study

(2016) Lei Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Satellite monitoring of ice features to ensure safety of offshore operations in the Arctic seas

(2015) V. G. Smirnov et al.   IZVESTIYA ATMOSPHERIC AND OCEANIC PHYSICS

Mapping the future expansion of Arctic open water

(2015) Katherine R. Barnhart et al.   Nature Climate Change

Automated Ice–Water Classification Using Dual Polarization SAR Satellite Imagery

(2014) Steven Leigh et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Classification of Sea Ice Types in ENVISAT Synthetic Aperture Radar Images

(2012) Natalia Yu. Zakhvatkina et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Size distribution and shape properties of relatively small sea-ice floes in the Antarctic marginal ice zone in late winter

(2010) Takenobu Toyota et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

A Method of Obtaining Ice Concentration and Floe Size From Shipboard Oblique Sea Ice Images

(2010) Peng Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multiregion Image Segmentation by Parametric Kernel Graph Cuts

(2010) M B Salah et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Observed changes in sea-ice floe size distribution during early summer in the western Weddell Sea

(2008) Adam Steer et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY