LRAGE: Learning Latent Relationships With Adaptive Graph Embedding for Aerial Scene Classification

No abstract is available for this paper.

• Publication year

  2018

• Venue

  IEEE Transactions on Geoscience and Remote Sensing

• Publication date

  2018-02-01

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1109/TGRS.2017.2752217
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Remote Sensing Image Scene Classification: Benchmark and State of the Art

  2017cited by this paper
• Learning a Discriminative Distance Metric With Label Consistency for Scene Classification

  2017influential reference
• Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks

  2016cited by this paper
• Multimodal registration of remotely sensed images based on Jeffrey’s divergence

  2016cited by this paper
• A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval

  2016cited by this paper
• Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

  2016cited by this paper
• High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields

  2016cited by this paper
• Low-Rank Preserving Projections

  2016cited by this paper
• Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery

  2015cited by this paper
• Robust Structured Subspace Learning for Data Representation

  2015influential reference
• Learning High-level Features for Satellite Image Classification With Limited Labeled Samples

  2015cited by this paper
• Learning a Nonnegative Sparse Graph for Linear Regression

  2015cited by this paper
• Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

  2015cited by this paper
• Reliable Spatial Relationship Constrained Feature Point Matching of Oblique Aerial Images

  2015cited by this paper
• Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning

  2015cited by this paper
• Saliency-Guided Unsupervised Feature Learning for Scene Classification

  2015cited by this paper
• Unsupervised Feature Learning for Aerial Scene Classification

  2014cited by this paper
• Enhancing Low-Rank Subspace Clustering by Manifold Regularization

  2014cited by this paper
• A local descriptor based registration method for multispectral remote sensing images with non-linear intensity differences

  2014cited by this paper
• Domain adaptation for land use classification: A spatio-temporal knowledge reusing method

  2014cited by this paper
• Kernel Reconstruction ICA for Sparse Representation

  2013cited by this paper
• Object detection in remote sensing imagery using a discriminatively trained mixture model

  2013cited by this paper
• Best Merge Region-Growing Segmentation With Integrated Nonadjacent Region Object Aggregation

  2012cited by this paper
• Semisupervised Multiview Distance Metric Learning for Cartoon Synthesis

  2012cited by this paper
• Discriminating Joint Feature Analysis for Multimedia Data Understanding

  2012influential reference
• Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding

  2012cited by this paper
• ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning

  2011influential reference
• Object-Based Image Analysis of High-Resolution Satellite Images Using Modified Cloud Basis Function Neural Network and Probabilistic Relaxation Labeling Process

  2011cited by this paper
• Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Discrete Particle Swarm Optimization Algorithm

  2011cited by this paper
• Satellite Image Classification via Two-Layer Sparse Coding With Biased Image Representation

  2011cited by this paper
• Spatial pyramid co-occurrence for image classification

  2011cited by this paper
• Toward an improved data stewardship and service for environmental and ecological science data in West China

  2011cited by this paper
• Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation

  2011influential reference
• Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm

  2011cited by this paper
• Nonnegative sparse coding for discriminative semi-supervised learning

  2011cited by this paper
• Learning With ℓ1-Graph for Image Analysis

  2010cited by this paper
• STRUCTURAL HIGH-RESOLUTION SATELLITE IMAGE INDEXING

  2010cited by this paper
• Object based image analysis for remote sensing

  2010cited by this paper
• Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction

  2010influential reference
• Discriminative Orthogonal Neighborhood-Preserving Projections for Classification

  2010cited by this paper
• Semi-supervised Learning by Sparse Representation

  2009cited by this paper
• Robust principal component analysis?

  2009influential reference
• Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization

  2009influential reference
• Improved Classification of VHR Images of Urban Areas Using Directional Morphological Profiles

  2008cited by this paper
• In defense of Nearest-Neighbor based image classification

  2008cited by this paper
• Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression

  2008cited by this paper
• Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery

  2007cited by this paper
• Improved VHR Urban Area Mapping Exploiting Object Boundaries

  2007cited by this paper
• Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems

  2007cited by this paper
• Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples

  2006cited by this paper
• BDPCA plus LDA: a novel fast feature extraction technique for face recognition

  2006cited by this paper
• A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery

  2006cited by this paper
• Kernel ICA: An alternative formulation and its application to face recognition

  2005cited by this paper
• Linear Manifold Regularization for Large Scale Semi-supervised Learning

  2005cited by this paper
• Histograms of oriented gradients for human detection

  2005cited by this paper
• Independent Component Analysis

  2005influential reference
• IEEE Transactions on Pattern Analysis and Machine Intelligence

  2004cited by this paper
• Learning with Local and Global Consistency

  2003influential reference
• Locality Preserving Projections

  2003cited by this paper
• Kernel independent component analysis

  2003cited by this paper
• Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection

  1996influential reference
• An investigation of the textural characteristics associated with gray level cooccurrence matrix statistical parameters

  1995cited by this paper
• Strathprints Institutional Repository Shuhui and Ren, Jinchang (2015) Effective and Efficient Midlevel Visual Elements-oriented Land-use Classification Using Vhr Remote Sensing Images. Ieee Transactions on Geoscience and Remote Sensing, 53 (8). Pp. 4238-4249. Issn 0196-2892 Effective and Efficient M

  year unknowncited by this paper

• GLR-CNN: CNN-Based Framework With Global Latent Relationship Embedding for High-Resolution Remote Sensing Image Scene Classification

  2024cites this paper
• Orthogonal latent space learning with feature weighting and graph learning for multimodal Alzheimer's disease diagnosis

  2022cites this paper
• Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling

  2022cites this paper
• Eagle-Eyed Multitask CNNs for Aerial Image Retrieval and Scene Classification

  2020cites this paper
• SOCIAL INFORMATION FUSED URBAN FUNCTIONAL ZONES CLASSIFICATION NETWORK

  2020cites this paper
• EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion

  2020cites this paper
• Latent Relationship Guided Stacked Sparse Autoencoder for Hyperspectral Imagery Classification

  2020cites this paper
• Supervised High-Level Feature Learning With Label Consistencies for Object Recognition

  2020cites this paper
• Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles

  2019cites this paper
• Deep Feature Fusion for High-Resolution Aerial Scene Classification

  2019cites this paper