ICE WATER CLASSIFICATION USING STATISTICAL DISTRIBUTION BASED CONDITIONAL RANDOM FIELDS IN RADARSAT-2 DUAL POLARIZATION IMAGERY

ICE WATER CLASSIFICATION USING STATISTICAL DISTRIBUTION BASED CONDITIONAL RANDOM FIELDS IN RADARSAT-2 DUAL POLARIZATION IMAGERY

In this paper, Statistical Distribution based Conditional Random Fields (STA-CRF) algorithm is exploited for improving marginal ice-water classification. Pixel level ice concentration is presented as the comparison of methods based on CRF. Furthermore, in order to explore the effective statistical d...

Full description

Bibliographic Details
Main Authors:	Y. Zhang, F. Li, S. Zhang, W. Hao, T. Zhu, L. Yuan, F. Xiao
Format:	Article
Language:	English
Published:	Copernicus Publications 2017-09-01
Series:	The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:	https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W7/1585/2017/isprs-archives-XLII-2-W7-1585-2017.pdf

Similar Items

Operational algorithm for ice–water classification on dual-polarized RADARSAT-2 images
by: N. Zakhvatkina, et al.
Published: (2017-01-01)

Sea Ice Detection from RADARSAT-2 Quad-Polarization SAR Imagery Based on Co- and Cross-Polarization Ratio
by: Li Zhao, et al.
Published: (2024-01-01)

ANALYSIS OF WAVEFORM RETRACKING METHODS IN ANTARCTIC ICE SHEET BASED ON CRYOSAT-2 DATA
by: F. Xiao, et al.
Published: (2017-09-01)

Accuracy and inter-analyst agreement of visually estimated sea ice concentrations in Canadian Ice Service ice charts using single-polarization RADARSAT-2
by: A. Cheng, et al.
Published: (2020-04-01)

ANTARCTIC ICE SHEET SLOPE AND ASPECT BASED ON ICESAT’S REPEAT ORBIT MEASUREMENT
by: L. Yuan, et al.
Published: (2017-09-01)

Sea Ice–Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling
by: Mingzhe Jiang, et al.
Published: (2022-06-01)

Mineral Oil Slicks Identification Using Dual Co-polarized Radarsat-2 and TerraSAR-X SAR Imagery
by: Dmitry Ivonin, et al.
Published: (2020-03-01)

Sea-Ice Mapping of RADARSAT-2 Imagery by Integrating Spatial Contexture With Textural Features
by: Mingzhe Jiang, et al.
Published: (2022-01-01)

Mid-season Crop Classification Using Dual-, Compact-, and Full-Polarization in Preparation for the Radarsat Constellation Mission (RCM)
by: Masoud Mahdianpari, et al.
Published: (2019-07-01)

Accuracy Evaluation on Geolocation of the Chinese First Polar Microsatellite (Ice Pathfinder) Imagery
by: Ying Zhang, et al.
Published: (2021-10-01)

Object-Based Multigrained Cascade Forest Method for Wetland Classification Using Sentinel-2 and Radarsat-2 Imagery
by: Huaxin Liu, et al.
Published: (2022-01-01)

The Potential of Radarsat Imagery for Population Estimation: Riyadh Case
by: Abdalla Elsadiq Ali, et al.
Published: (2008-01-01)

Modeling and Mapping Soil Moisture of Plateau Pasture Using RADARSAT-2 Imagery
by: Xun Chai, et al.
Published: (2015-01-01)

Assessing the Parameterization of RADARSAT-2 Dual-polarized ScanSAR Scenes on the Accuracy of a Convolutional Neural Network for Sea Ice Classification: Case Study over Coronation Gulf, Canada
by: Benoit Montpetit, et al.
Published: (2023-01-01)

Mapping Waste-disposal Sites in Riyadh Using Radarsat Imagery
by: Abdalla Elsadiq Ali, et al.
Published: (2009-01-01)

PARAMETERS COMPARSION OF LEADS DETECTION IN ARCTIC SEA ICE USING CRYOSAT-2 WAVEFORM DATA
by: J. Li, et al.
Published: (2018-04-01)

Moving to the RADARSAT Constellation Mission: Comparing Synthesized Compact Polarimetry and Dual Polarimetry Data with Fully Polarimetric RADARSAT-2 Data for Image Classification of Peatlands
by: Lori White, et al.
Published: (2017-06-01)

Lake Ice-Water Classification of RADARSAT-2 Images by Integrating IRGS Segmentation with Pixel-Based Random Forest Labeling
by: Marie Hoekstra, et al.
Published: (2020-04-01)

Water Area Extraction Using RADARSAT SAR Imagery Combined with Landsat Imagery and Terrain Information
by: Seunghwan Hong, et al.
Published: (2015-03-01)

PRELIMINARY RESULTS OF SEA ICE FREEBOARD MEASUREMENTS OF BEAUFORT SEA FROM CRYOSAT-2 ALTIMETRY
by: S. Zhang, et al.
Published: (2019-06-01)

Evaluating RADARSAT-2 for the Monitoring of Lake Ice Phenology Events in Mid-Latitudes
by: Justin Murfitt, et al.
Published: (2018-10-01)

MYI Floes Identification Based on the Texture and Shape Feature from Dual-Polarized Sentinel-1 Imagery
by: Shiyi Chen, et al.
Published: (2020-10-01)

NO-REFERENCE IMAGE QUALITY ASSESSMENT FOR ZY3 IMAGERY IN URBAN AREAS USING STATISTICAL MODEL
by: Y. Zhang, et al.
Published: (2016-06-01)

A Dual-Polarization Information-Guided Network for SAR Ship Classification
by: Zikang Shao, et al.
Published: (2023-04-01)

Potential of RADARSAT-2 to Improve Ice Thickness Calculations in Remote, Poorly Accessible Areas: A Case Study on the Slave River, Canada
by: Fan Zhang, et al.
Published: (2019-03-01)

Dryland Crop Classification Combining Multitype Features and Multitemporal Quad-Polarimetric RADARSAT-2 Imagery in Hebei Plain, China
by: Di Wang, et al.
Published: (2021-01-01)

Investigating the Potential Use of RADARSAT-2 and UAS imagery for Monitoring the Restoration of Peatlands
by: Lori White, et al.
Published: (2020-07-01)

Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery
by: Rebecca L. Dell, et al.
Published: (2022-04-01)

Estimation of Arctic land-fast ice cover based on dual-polarized Sentinel-1 SAR imagery
by: J. Karvonen
Published: (2018-08-01)

Incidence Angle Normalization of Dual-Polarized Sentinel-1 Backscatter Data on Greenland Ice Sheet
by: Xiao Chen, et al.
Published: (2022-11-01)

DSMS GENERATION FROM COSMO-SKYMED, RADARSAT-2 AND TERRASAR-X IMAGERY ON BEAUPORT (CANADA) TEST SITE: EVALUATION AND COMPARISON OF DIFFERENT RADARGRAMMETRIC APPROACHES
by: P. Capaldo, et al.
Published: (2013-04-01)

Dual-polarization C-band weather radar algorithms for rain rate estimation and hydrometeor classification in an alpine region
by: H. Paulitsch, et al.
Published: (2009-03-01)

A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images
by: Zheng Zhang, et al.
Published: (2024-01-01)

An Improved Sea Ice Classification Algorithm with Gaofen-3 Dual-Polarization SAR Data Based on Deep Convolutional Neural Networks
by: Jiande Zhang, et al.
Published: (2022-02-01)

Supervised classification of slush and ponded water on Antarctic ice shelves using Landsat 8 imagery – CORRIGENDUM
by: Rebecca L. Dell, et al.
Published: (2022-04-01)

WETLAND MAPPING IN NEW BRUNSWICK, CANADA WITH LANDSAT5-TM, ALOS-PALSAR, AND RADARSAT-2 IMAGERY
by: A. LaRocque, et al.
Published: (2020-08-01)

An object-oriented approach for agrivultural land classiﬁcation using rapideye imagery
by: H. Sang, et al.
Published: (2015-06-01)

Coherence of Radarsat-2, Sentinel-1, and ALOS-1 PALSAR for monitoring spatiotemporal variations of river ice covers
by: Zhaoqin Li, et al.
Published: (2018-01-01)

Automated Extraction of Inundated Areas from Multi-Temporal Dual-Polarization RADARSAT-2 Images of the 2011 Central Thailand Flood
by: Pisut Nakmuenwai, et al.
Published: (2017-01-01)

AN APPLICATION OF ROLL-INVARIANT POLARIMETRIC FEATURES FOR CROP CLASSIFICATION FROM MULTI-TEMPORAL RADARSAT-2 SAR DATA
by: M. Ustuner, et al.
Published: (2018-09-01)