Time-Varying Segmentation for Mapping of Land Cover Changes
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Summary
An original set of algorithms for the unsupervised multi-temporal SAR data analysis is proposed, based on a set of 16 ENVISAT ASAR Alternating Polarization and Radarsat-1 Fine Beam images acquired between November 2004 and July 2005 for an agricultural area in South Africa.
- Type
- article
- Published
- 2007-01-01
- Cited by
- 26
- References
- 16
- Access
- Open access
- OpenAlex
- https://openalex.org/W114854033
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1783883
Keywords
Computer science, Synthetic aperture radar, Segmentation, Artificial intelligence, Filter (signal processing)
References
- Stochastic Complexity in Statistical Inquiry Theory
- Linear Feature Extraction and Description
- Anisotropic diffusion in image processing
- Robust anisotropic diffusion
- Multi-spectral anisotropic diffusion
- Anisotropic diffusion of multivalued images with applications to color filtering
- Filtering of multichannel SAR images
- A Model for Radar Images and Its Application to Adaptive Digital Filtering of Multiplicative Noise
- Coherence estimation for SAR imagery
- A Computational Approach to Edge Detection
- A note on the gradient of a multi-image
- Boundary-constrained agglomerative segmentation
- Scale-space and edge detection using anisotropic diffusion
- On Fitting Mixture Models
Cited by
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- SAR-based analysis of urban areas: Joint exploitation of segments and statistical features
- Rice Crop Monitoring and Yield Estimation Through Cosmo Skymed and TerraSAR-X: A SAR-Based Experience in India
- Complementarity of Two Rice Mapping Approaches: Characterizing Strata Mapped by Hypertemporal MODIS and Rice Paddy Identification Using Multitemporal SAR
- Towards an Operational SAR-Based Rice Monitoring System in Asia: Examples from 13 Demonstration Sites across Asia in the RIICE Project
- Land-use mapping using coarse resolution SAR data at the object level exploiting ancillary optical data
- Synergetic use of multi-temporal ALOS PALSAR and ENVISAT ASAR data for topographic/land cover mapping and monitoring at national scale in Africa
- ALOS PALSAR ScanSAR in support of the Brazilian Forest Monitoring Program
- Urban Land-cover Mapping with High-resolution Spaceborne SAR Data
- Feature Extraction in the North Sinai Desert Using Spaceborne Synthetic Aperture Radar: Potential Archaeological Applications
- Hierarchical joint classification models for multi-resolution, multi-temporal and multi-sensor remote sensing images. Application to natural disasters. (Modèles de classification hiérarchiques d'images satellitaires multi-résolutions, multi-temporelles et multi-capteurs. Application aux désastres na
- Exploitation of SAR and Optical Sentinel Data to Detect Rice Crop and Estimate Seasonal Dynamics of Leaf Area Index
- Mapping and modeling groundnut growth and productivity in rainfed areas of Tamil Nadu
- MULTI-TEMPORAL FEATURE EXTRACTION FOR PRECISE MAIZE AREA MAPPING USING TIME-SERIES SENTINEL 1A SAR DATA
- Earthquake-Induced Landslide Mapping for the 2018 Hokkaido Eastern Iburi Earthquake Using PALSAR-2 Data
- Benchmarking Framework for Multitemporal SAR Despeckling
- Integrating S1A microwave remote sensing and DSSAT CROPGRO simulation model for groundnut area and yield estimation
- Quantifying methane emissions in major rice growing areas of Tamil Nadu using remote sensing and land surface temperature model
- Spatial sorghum yield forecasting: Integrating remote sensing data and DSSAT simulation model in Belagavi
- Rice area mapping and methane emission pattern in the Cauvery Delta region of Tamil Nadu
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