Efficient Satellite Image Time Series Analysis Under Time Warping

No abstract is available for this paper.

• Publication year

  2012

• Venue

  IEEE Geoscience and Remote Sensing Letters

• Publication date

  2012-01-31

• Fields of study

  Mathematics, Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1109/TGRS.2011.2179050
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Multitemporal Image Change Detection Using Undecimated Discrete Wavelet Transform and Active Contours

  2011cited by this paper
• Land Cover Classification of Cloud-Contaminated Multitemporal High-Resolution Images

  2011cited by this paper
• Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns

  2011cited by this paper
• A global averaging method for dynamic time warping, with applications to clustering

  2011cited by this paper
• Analysing Satellite Image Time Series by Means of Pattern Mining

  2010cited by this paper
• A multi-temporal method for cloud detection, applied to FORMOSAT-2, VENµS, LANDSAT and SENTINEL-2 images

  2010cited by this paper
• A Change Detection Algorithm for Retrieving High-Resolution Soil Moisture From SMAP Radar and Radiometer Observations

  2009cited by this paper
• Unsupervised multiscale change detection in multitemporal synthetic aperture radar images

  2009cited by this paper
• On Extracting Evolutions from Satellite Image Time Series

  2008cited by this paper
• A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain

  2007cited by this paper
• A New Statistical Similarity Measure for Change Detection in Multitemporal SAR Images and Its Extension to Multiscale Change Analysis

  2007cited by this paper
• Time-Series Analysis of Medium-Resolution, Multisensor Satellite Data for Identifying Landscape Change

  2006cited by this paper
• Scaling and time warping in time series querying

  2005cited by this paper
• Change detection techniques

  2004cited by this paper
• Review ArticleDigital change detection methods in ecosystem monitoring: a review

  2004cited by this paper
• Towards parameter-free data mining

  2004cited by this paper
• Indexing Multidimensional Time-Series

  2004cited by this paper
• Word image matching using dynamic time warping

  2003cited by this paper
• A new approach to analyzing gene expression time series data

  2002cited by this paper
• Unsupervised change-detection methods for remote-sensing images

  2002cited by this paper
• Monitoring the magnitude of land-cover change around the southern limits of the Sahara

  2001cited by this paper
• Aligning gene expression time series with time warping algorithms

  2001cited by this paper
• Land-cover change analysis of China using global-scale Pathfinder AVHRR Landcover (PAL) data, 1982?92

  2001cited by this paper
• Wetland change detection on the Kafue Flats, Zambia, by classification of a multitemporal remote sensing image dataset

  2000cited by this paper
• Automatic analysis of the difference image for unsupervised change detection

  2000cited by this paper
• A neural-statistical approach to multitemporal and multisource remote-sensing image classification

  1999cited by this paper
• Change vector analysis: A technique for the multispectral monitoring of land cover and condition

  1998cited by this paper
• On Tables of Random Numbers (Reprinted from "Sankhya: The Indian Journal of Statistics", Series A, Vol. 25 Part 4, 1963)

  1998cited by this paper
• An efficient and accurate method for mapping forest clearcuts in the Pacific Northwest using Landsat imagery

  1998cited by this paper
• Multivariate Alteration Detection (MAD) and MAF Postprocessing in Multispectral, Bitemporal Image Data: New Approaches to Change Detection Studies

  1998cited by this paper
• A Comparison of Four Algorithms for Change Detection in an Urban Environment

  1998cited by this paper
• Digital change detection of forest conversion of a dry tropical Indian forest region

  1994cited by this paper
• Fourier analysis of multi-temporal AVHRR data applied to a land cover classification

  1994cited by this paper
• Change-vector analysis in multitemporal space: a tool to detect and categorize land-cover change pro

  1994cited by this paper
• Large-Scale Patterns of Forest Succession as Determined by Remote Sensing

  1991cited by this paper
• Change Detection From Remotely Sensed Multi-temporal Images Using Spatial Segmentation

  1991cited by this paper
• Time Warps, String Edits, and Macromolecules: The Theory and Practice of Sequence Comparison

  1983cited by this paper
• Evaluation of land cover change detection techniques using Landsat MSS data

  1982cited by this paper
• Urban Change Detection Mapping Using Landsat Digital Data

  1981cited by this paper
• Dynamic programming algorithm optimization for spoken word recognition

  1978cited by this paper
• Urban and regional land use change detected by using Landsat data

  1977cited by this paper
• Minimum prediction residual principle applied to speech recognition

  1975cited by this paper
• A Dynamic Programming Approach to Continuous Speech Recognition

  1971cited by this paper
• Binary codes capable of correcting deletions, insertions, and reversals

  1965cited by this paper

• Training Sample Migration for Temporal Cropland Mapping in Central Asia

  2026cites this paper
• Identifying Potential Sleeping Beauties Based on Dynamic Time Warping Algorithm

  2025cites this paper
• Time Series Analysis of Post-Tsunami Coastal Recovery on the Sendai Coastline Using Dynamic Time Warping and Persistent Homology

  2025cites this paper
• Multi-Temporal Satellite Image Clustering for Pasture Type Mapping: An Object-Based Image Analysis Approach

  2025cites this paper
• Seasonal climate drives soil salinity dynamics through vegetation and water regulation

  2025cites this paper
• Mapping Multi-Crop Cropland Abandonment in Conflict-Affected Ukraine Based on MODIS Time Series Analysis

  2025cites this paper
• TSSA-NBR: A Burned Area Extraction Method Based on Time-Series Spectral Angle with Full Spectral Shape

  2025cites this paper
• Non-parametric spatiotemporal trends in fire: An approach to identify fire regimes variations and predict seasonal effects of fire in Iran

  2025cites this paper
• A Large-Scale Agricultural Land Classification Method Based on Synergistic Integration of Time Series Red-Edge Vegetation Index and Phenological Features

  2025cites this paper
• Using the Forel-Ule index (FUI) to track the water quality of subsidence water bodies across the life cycle of coal mining in eastern China.

  2025cites this paper
• Enhanced Multi-Zonal Forest Type Classification Using YOLOv8 and EuroSAT for Scalable Environmental Monitoring

  2025cites this paper
• Winter wheat mapping without ground labels via automated knowledge transfer across regions and years

  2024cites this paper
• A robust method for mapping soybean by phenological aligning of Sentinel-2 time series

  2024cites this paper
• Crop type identification using spatio-temporal fusion of multi-source remote sensing data based on time-weighted dynamic time warping

  2024cites this paper
• Mapping Fruit-Tree Plantation Using Sentinel-1/2 Time Series Images with Multi-Index Entropy Weighting Dynamic Time Warping Method

  2024cites this paper
• Research on automatic identification of coal mining subsidence area based on InSAR and time series classification

  2024cites this paper
• Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping

  2024cites this paper
• Satellite Remote Sensing False Forest Fire Hotspot Excavating Based on Time-Series Features

  2024cites this paper
• Comprehensive Analysis of Temporal–Spatial Fusion from 1991 to 2023 Using Bibliometric Tools

  2024cites this paper
• Cotton lands induced cooling effect on land surface temperature in Xinjiang, China

  2024cites this paper
• WPS:A whole phenology-based spectral feature selection method for mapping winter crop from time-series images

  2024cites this paper
• Training-free neural architecture search: A review

  2023cites this paper
• Early Identification of Cotton Fields Based on Gf-6 Images in Arid and Semiarid Regions (China)

  2023cites this paper
• Artificial grassland mapping using artificial grassland detection index of vegetation growth in the Three-River Headwaters region

  2023cites this paper
• A Review of Practical AI for Remote Sensing in Earth Sciences

  2023cites this paper
• Corn Phenology Detection Using the Derivative Dynamic Time Warping Method and Sentinel-2 Time Series

  2023cites this paper
• Quantitative analysis of abandonment and grain production loss under armed conflict in Ukraine

  2023cites this paper
• Crop type mapping with temporal sample migration

  2023cites this paper
• Unsupervised annual change detection from optical-SAR fused satellite image time-series using 3D-CAE

  2023cites this paper
• Exploring the effects of training samples on the accuracy of crop mapping with machine learning algorithm

  2023cites this paper
• Cropformer: A new generalized deep learning classification approach for multi-scenario crop classification

  2023cites this paper
• Calibration and Validation from Ground to Airborne and Satellite Level: Joint Application of Time-Synchronous Field Spectroscopy, Drone, Aircraft and Sentinel-2 Imaging

  2023cites this paper
• Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features

  2023cites this paper
• A new method for classifying maize by combining the phenological information of multiple satellite-based spectral bands

  2023cites this paper
• Time‐series remote sensing of rice paddy expansion in the Yellow River Delta: Towards sustainable ecological conservation in the context of water scarcity

  2022cites this paper
• Identification of cultivated land change trajectory and analysis of its process characteristics using time-series Landsat images: A study in the overlapping areas of crop and mineral production in Yanzhou City, China.

  2022cites this paper
• A density-based matrix transformation clustering method for electrical load

  2022cites this paper
• SnowWarp: An open science and open data tool for daily monitoring of snow dynamics

  2022cites this paper
• Distinguishing Abrupt and Gradual Forest Disturbances With MODIS-Based Phenological Anomaly Series

  2022cites this paper
• Characterizing urban growth in Vientiane from 2000 to 2019 using time-series optical and SAR-based estimates of urban land

  2022cites this paper
• The effects of Landsat image acquisition date on winter wheat classification in the North China Plain

  2022cites this paper
• Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery

  2022cites this paper
• Deep-STaR: Classification of image time series based on spatio-temporal representations

  2021cites this paper
• Determination of Key Phenological Phases of Winter Wheat Based on the Time-Weighted Dynamic Time Warping Algorithm and MODIS Time-Series Data

  2021cites this paper
• Automated crop type mapping using time-weighted dynamic time warping-A basis to derive inputs for enhanced food and Nutritional Security

  2021cites this paper
• Real-Time Fire Detection Algorithm Based on Support Vector Machine with Dynamic Time Warping Kernel Function

  2021cites this paper
• Mapping crop types in complex farming areas using SAR imagery with dynamic time warping

  2021cites this paper
• Time-weighted dynamic time warping analysis for mapping interannual cropping practices changes in large-scale agro-industrial farms in Brazilian Cerrado

  2021cites this paper
• A long-term spatiotemporal analysis of biocrusts across a diverse arid environment: The case of the Israeli-Egyptian sandfield.

  2021cites this paper
• Phenology-based sample generation for supervised crop type classification

  2021cites this paper
• TC-DTW: Accelerating Multivariate Dynamic Time Warping Through Triangle Inequality and Point Clustering

  2021cites this paper
• Time-series clustering of remote sensing retrievals for defining management zones in a vineyard

  2021cites this paper
• A novel crop classification method based on ppfSVM classifier with time-series alignment kernel from dual-polarization SAR datasets

  2021cites this paper
• High-resolution map of sugarcane cultivation in Brazil using a phenology-based method

  2021influential citation
• Quality control and class noise reduction of satellite image time series

  2021cites this paper
• Cropping Pattern Mapping in an Agro-Natural Heterogeneous Landscape Using Sentinel-2 and Sentinel-1 Satellite Datasets

  2021cites this paper
• Land Cover Classification from Time Series Satellite Images

  2021cites this paper
• Image retrieval from remote sensing big data: A survey

  2021cites this paper
• Use of geoinformation systems for agricultural problems

  2020cites this paper
• Optimal Temporal Window Selection for Winter Wheat and Rapeseed Mapping with Sentinel-2 Images: A Case Study of Zhongxiang in China

  2020cites this paper
• Crop Classification Based on Temporal Signatures of Sentinel-1 Observations over Navarre Province, Spain

  2020cites this paper
• Bidirectional Segmented Detection of Land Use Change Based on Object-Level Multivariate Time Series

  2020cites this paper
• Geometry Aware Evaluation of Handcrafted Superpixel-Based Features and Convolutional Neural Networks for Land Cover Mapping Using Satellite Imagery

  2020cites this paper
• Land cover mapping based on time‐series MODIS‐NDVI using a dynamic time warping approach: A casestudy of the agricultural pastoral ecotone of northern China

  2020cites this paper
• Application of Machine Learning on Remote Sensing Data for Sugarcane Crop Classification: A Review

  2020cites this paper
• Spatio-temporal Index Based on Time Series of Leaf Area Index for Identifying Heavy Metal Stress in Rice under Complex Stressors

  2020cites this paper
• Land Cover Mapping in Cloud-Prone Tropical Areas Using Sentinel-2 Data: Integrating Spectral Features with Ndvi Temporal Dynamics

  2020cites this paper
• Land–Use and Land-Cover Change Detection Using Dynamic Time Warping–Based Time Series Clustering Method

  2020cites this paper
• Mapping Winter Wheat in North China Using Sentinel 2A/B Data: A Method Based on Phenology-Time Weighted Dynamic Time Warping

  2020cites this paper
• Comparative analysis of time series model and machine testing systems for crime forecasting

  2020cites this paper
• Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder

  2020cites this paper
• Comparison of Different Cropland Classification Methods under Diversified Agroecological Conditions in the Zambezi River Basin

  2020cites this paper
• Using Satellite Thermal-Based Evapotranspiration Time Series for Defining Management Zones and Spatial Association to Local Attributes in a Vineyard

  2020cites this paper
• A Discriminative Long Short Term Memory Network with Metric Learning Applied to Multispectral Time Series Classification

  2020cites this paper
• Early-season mapping of winter wheat in China based on Landsat and Sentinel images

  2020cites this paper
• Time-Series Model-Adjusted Percentile Features: Improved Percentile Features for Land-Cover Classification Based on Landsat Data

  2020cites this paper
• Automatic Crop Classification in Northeastern China by Improved Nonlinear Dimensionality Reduction for Satellite Image Time Series

  2020cites this paper
• Urban Change Detection Analysis during 1978–2017 at Kolkata, India, using Multi-temporal Satellite Data

  2020cites this paper
• Spatio-Temporal Stability Analysis in Satellite Image Times Series

  2020cites this paper
• From Pixels to Random Walk Based Segments for Image Time Series Deep Classification

  2020cites this paper
• Mapping Paddy Rice Using Weakly Supervised Long Short-Term Memory Network with Time Series Sentinel Optical and SAR Images

  2020cites this paper
• Multiple-feature-driven co-training method for crop mapping based on remote sensing time series imagery

  2020cites this paper
• A strategy for the verification of CAP declarations using Sentinel-2 images in Navarre

  2020cites this paper
• A Machine Learning Attack on Illegal Trading

  2020cites this paper
• FastEE: Fast Ensembles of Elastic Distances for time series classification

  2019cites this paper
• ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels

  2019cites this paper
• Land Use/Land Cover Change Detection and Urban Sprawl Analysis

  2019cites this paper
• MODIS and PROBA-V NDVI Products Differ when Compared with Observations from Phenological Towers at Four Tropical Dry Forests in the Americas

  2019cites this paper
• Multi-year vector dynamic time warping-based crop mapping

  2019cites this paper
• Partitioning the ocean using dense time series of Earth Observation data. Regions and natural boundaries in the Western Iberian Peninsula

  2019cites this paper
• Cropland Mapping Using Fusion of Multi-Sensor Data in a Complex Urban/Peri-Urban Area

  2019cites this paper
• Driving preference analysis and electricity pricing strategy comparison for electric vehicles in smart city

  2019cites this paper
• Explorando paralelismo em big data no processamento de séries temporais de imagens de sensoriamento remoto

  2019cites this paper
• A Metric for Evaluating the Geometric Quality of Land Cover Maps Generated with Contextual Features from High-Dimensional Satellite Image Time Series without Dense Reference Data

  2019cites this paper
• Mapping the Spatial-Temporal Dynamics of Vegetation Response Lag to Drought in a Semi-Arid Region

  2019cites this paper
• Vegetable classification in Indonesia using Dynamic Time Warping of Sentinel-1A dual polarization SAR time series

  2019cites this paper
• Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

  2019influential citation
• Detection of spatio-temporal evolutions on multi-annual satellite image time series: A clustering based approach

  2019cites this paper
• Long-Term Satellite Image Time-Series for Land Use/Land Cover Change Detection Using Refined Open Source Data in a Rural Region

  2019influential citation
• Multivariate dynamic time warping in automotive applications: A review

  2019influential citation