Knowledge-guided land pattern depiction for urban land use mapping: A case study of Chinese cities

A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery

(2021) Qiqi Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Remote Sensing Scene Classification via Multi-Branch Local Attention Network

(2021) Si-Bao Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Open-source data-driven urban land-use mapping integrating point-line-polygon semantic objects: A case study of Chinese cities

(2020) Yanfei Zhong et al.   REMOTE SENSING OF ENVIRONMENT

A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification

(2019) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

(2019) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Semantic and Spatial Co-Occurrence Analysis on Object Pairs for Urban Scene Classification

(2018) Xiuyuan Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Scene Classification Based on the Sparse Homogeneous–Heterogeneous Topic Feature Model

(2018) Qiqi Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integrating bottom-up classification and top-down feedback for improving urban land-cover and functional-zone mapping

(2018) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery

(2018) Bo Huang et al.   REMOTE SENSING OF ENVIRONMENT

An object-based convolutional neural network (OCNN) for urban land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Joint Deep Learning for land cover and land use classification

(2018) Ce Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Scene Classification Based on the Fully Sparse Semantic Topic Model

(2017) Qiqi Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data

(2017) Xiuyuan Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2017) Gong Cheng et al.   PROCEEDINGS OF THE IEEE

Scene Semantic Understanding Based on the Spatial Context Relations of Multiple Objects

(2017) Yanfei Zhong et al.   Remote Sensing

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

Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model

(2016) Yao Yao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A spectral–structural bag-of-features scene classifier for very high spatial resolution remote sensing imagery

(2016) Bei Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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

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

From land cover-graphs to urban structure types

(2014) Irene Walde et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Very High Resolution Multiangle Urban Classification Analysis

(2011) Nathan Longbotham et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation

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