A Novel Graph-Matching-Based Approach for Domain Adaptation in Classification of Remote Sensing Image Pair

No abstract is available for this paper.

• Publication year

  2015

• Venue

  IEEE Transactions on Geoscience and Remote Sensing

• Publication date

  2015-02-09

• Fields of study

  Mathematics, Computer Science, Environmental Science

• Identifiers
  DOI 10.1109/TGRS.2015.2389520
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Inter-domain Cluster Mapping and GMCV Based Transformation for Domain Adaptation

  2013influential reference
• Graph Matching for Adaptation in Remote Sensing

  2013cited by this paper
• Classification of Time Series of Multispectral Images With Limited Training Data

  2013cited by this paper
• A Novel Domain Adaptation Bayesian Classifier for Updating Land-Cover Maps With Class Differences in Source and Target Domains

  2012cited by this paper
• Using active learning to adapt remote sensing image classifiers

  2011cited by this paper
• Spatially Adaptive Classification of Land Cover With Remote Sensing Data

  2011cited by this paper
• A novel active learning strategy for domain adaptation in the classification of remote sensing images

  2011cited by this paper
• A Survey on Transfer Learning

  2010cited by this paper
• Adaptive Classification for Hyperspectral Image Data Using Manifold Regularization Kernel Machines

  2010cited by this paper
• Unsupervised change detection by kernel clustering

  2010cited by this paper
• Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy

  2010influential reference
• A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images With Improved Generalization Capability

  2009cited by this paper
• Graph-based transfer learning

  2009cited by this paper
• Kernel methods for remote sensing data analysis

  2009cited by this paper
• An Active Learning Approach to Hyperspectral Data Classification

  2008cited by this paper
• Graph similarity scoring and matching

  2008influential reference
• A Literature Survey on Domain Adaptation of Statistical Classifiers

  2007cited by this paper
• A Comparison Between the Silhouette Index and the Davies-Bouldin Index in Labelling IDS Clusters

  2006cited by this paper
• Domain Adaptation for Statistical Classifiers

  2006cited by this paper
• A Unified View of Kernel k-means , Spectral Clustering and Graph Cuts

  2004cited by this paper
• Thirty Years Of Graph Matching In Pattern Recognition

  2004cited by this paper
• A (sub)graph isomorphism algorithm for matching large graphs

  2004cited by this paper
• Space-variant computer vision: a graph-theoretic approach

  2004cited by this paper
• An efficient image similarity measure based on approximations of KL-divergence between two gaussian mixtures

  2003cited by this paper
• A new metric for probability distributions

  2003cited by this paper
• A large scale clustering scheme for kernel K-Means

  2002cited by this paper
• Unsupervised retraining of a maximum likelihood classifier for the analysis of multitemporal remote sensing images

  2001influential reference
• A survey of fuzzy clustering

  1993cited by this paper
• Multivariate Density Estimation, Theory, Practice and Visualization

  1992cited by this paper
• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis

  1987cited by this paper
• Pattern Recognition Principles

  1974cited by this paper

• Hybrid Object-Based Augmentation and Histogram Matching for Cross-Domain Building Segmentation in Remote Sensing

  2026cites this paper
• Incorporating difference information into curriculum learning for multitemporal image classification

  2025cites this paper
• Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey

  2025cites this paper
• A Deep-Learning Detector via Optimized YOLOv7-bw Architecture for Dense Small Remote-Sensing Targets in Harsh Food Supply Applications

  2025cites this paper
• Robust Self-Paced Incremental Learning for Multitemporal Remote Sensing Image Classification

  2024cites this paper
• Training data in satellite image classification for land cover mapping: a review

  2024cites this paper
• Adaptive Graph Modeling With Self-Training for Heterogeneous Cross-Scene Hyperspectral Image Classification

  2024cites this paper
• Deep Learning Methods for Semantic Segmentation in Remote Sensing with Small Data: A Survey

  2023cites this paper
• Multibranch Unsupervised Domain Adaptation Network for Cross Multidomain Orchard Area Segmentation

  2022cites this paper
• The Classification of Multiple-domain Samples based on Multiple Deep Learning Models

  2022cites this paper
• Multimodal hyperspectral remote sensing: an overview and perspective

  2021cites this paper
• Multimodal hyperspectral remote sensing: an overview and perspective

  2021cites this paper
• Iterative weighted active transfer learning hyperspectral image classification

  2021cites this paper
• A Novel Approach to the Unsupervised Extraction of Reliable Training Samples From Thematic Products

  2021cites this paper
• Generating an industrial process graph from 3D pipe routing information

  2020cites this paper
• Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images

  2020cites this paper
• Transfer Learning for SAR Image Classification Via Deep Joint Distribution Adaptation Networks

  2020cites this paper
• Cross-Scene Deep Transfer Learning With Spectral Feature Adaptation for Hyperspectral Image Classification

  2020cites this paper
• A multi-level weighted transformation based neuro-fuzzy domain adaptation technique using stacked auto-encoder for land-cover classification

  2020influential citation
• NCC Based Correspondence Problem for First- and Second-Order Graph Matching

  2020cites this paper
• Deep Neural Network-Based Heterogeneous Domain Adaptation Using Ensemble Decision Making in Land Cover Classification

  2020cites this paper
• Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

  2019cites this paper
• Tensorized Principal Component Alignment: A Unified Framework for Multimodal High-Resolution Images Classification

  2019cites this paper
• Kernel Methods for Graph-structured Data Analysis

  2019cites this paper
• Systematic analysis of satellite image-based land cover classification techniques: literature review and challenges

  2019cites this paper
• A Novel Approach to the Unsupervised Update of Land-Cover Maps by Classification of Time Series of Multispectral Images

  2019cites this paper
• Unsupervised Multitemporal Domain Adaptation With Source Labels Learning

  2019cites this paper
• A neural approach under transfer learning for domain adaptation in land-cover classification using two-level cluster mapping

  2018cites this paper
• A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images

  2018cites this paper
• Domain Adaptation on Graphs by Learning Aligned Graph Bases

  2018cites this paper
• Effective Sequential Classifier Training for SVM-Based Multitemporal Remote Sensing Image Classification

  2017cites this paper
• Hierarchical Subspace Learning Based Unsupervised Domain Adaptation for Cross-Domain Classification of Remote Sensing Images

  2017cites this paper
• BOOSTED UNSUPERVISED MULTI-SOURCE SELECTION FOR DOMAIN ADAPTATION

  2017cites this paper
• Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification

  2017cites this paper
• Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

  2017cites this paper
• Title : A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images

  2017cites this paper
• Graph Theoretic Approaches for Image Analysis

  2017cites this paper
• Domain Adaptation in the Absence of Source Domain Labeled Samples—A Coclustering-Based Approach

  2016cites this paper
• Unsupervised domain adaptation without source domain training samples: a maximum margin clustering based approach

  2016cites this paper
• ITERATIVE RE-WEIGHTED INSTANCE TRANSFER FOR DOMAIN ADAPTATION

  2016cites this paper
• Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer

  2016cites this paper
• Novel Methods based on the Fusion of Multisensor Remote Sensing Data for Accurate Forest Parameter Estimation

  2016cites this paper
• Who's that Actor? Automatic Labelling of Actors in TV Series Starting from IMDB Images

  2016cites this paper