The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

(2016) Bei Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches

(2015) Reza Bahmanyar et al.   IEEE Geoscience and Remote Sensing Letters

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification

(2015) Fan Hu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images

(2015) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

(2015) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Pyramid of Spatial Relatons for Scene-Level Land Use Classification

(2015) Shizhi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Saliency-Guided Unsupervised Feature Learning for Scene Classification

(2015) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning

(2015) Junwei Han et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Auto-encoder-based shared mid-level visual dictionary learning for scene classification using very high resolution remote sensing images

(2015) Gong Cheng et al.   IET Computer Vision

A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings

(2015) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Land-Use Scene Classification Using a Concentric Circle-Structured Multiscale Bag-of-Visual-Words Model

(2014) Li-Jun Zhao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery

(2014) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Efficient, simultaneous detection of multi-class geospatial targets based on visual saliency modeling and discriminative learning of sparse coding

(2014) Junwei Han et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

(2014) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation

(2014) Xin Huang et al.   Remote Sensing

High-Resolution Remote-Sensing Image Classification via an Approximate Earth Mover's Distance-Based Bag-of-Features Model

(2013) Yasen Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Multiagent Object-Based Classifier for High Spatial Resolution Imagery

(2013) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semantic Annotation of Satellite Images Using Author–Genre–Topic Model

(2013) Wang Luo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unsupervised Feature Learning for Aerial Scene Classification

(2013) Anil M. Cheriyadat   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Coding in Image Classification: A Comprehensive Study

(2013) Yongzhen Huang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Scene classification via latent Dirichlet allocation using a hybrid generative/discriminative strategy for high spatial resolution remote sensing imagery

(2013) Bei Zhao et al.   Remote Sensing Letters

Probabilistic topic models

(2012) David M. Blei   COMMUNICATIONS OF THE ACM

Automatic Annotation of Satellite Images via Multifeature Joint Sparse Coding With Spatial Relation Constraint

(2012) Xinwei Zheng et al.   IEEE Geoscience and Remote Sensing Letters

Land-Cover Mapping by Markov Modeling of Spatial–Contextual Information in Very-High-Resolution Remote Sensing Images

(2012) G. Moser et al.   PROCEEDINGS OF THE IEEE

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning

(2011) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

(2011) Minho Kim et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

High-resolution satellite scene classification using a sparse coding based multiple feature combination

(2011) Guofeng Sheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Satellite Image Classification via Two-Layer Sparse Coding With Biased Image Representation

(2010) Dengxin Dai et al.   IEEE Geoscience and Remote Sensing Letters

Rule-Based Classification of a Very High Resolution Image in an Urban Environment Using Multispectral Segmentation Guided by Cartographic Data

(2010) Mourad Bouziani et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Urban-Area Segmentation Using Visual Words

(2009) L. Weizman et al.   IEEE Geoscience and Remote Sensing Letters

Object Classification of Aerial Images With Bag-of-Visual Words

(2009) Sheng Xu et al.   IEEE Geoscience and Remote Sensing Letters

Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation

(2009) Marie Lienou et al.   IEEE Geoscience and Remote Sensing Letters