Mapping large-scale and fine-grained urban functional zones from VHR images using a multi-scale semantic segmentation network and object based approach

Large-scale urban functional zone mapping by integrating remote sensing images and open social data

(2020) Shouji Du et al.   GIScience & Remote Sensing

DFCNN-Based Semantic Recognition of Urban Functional Zones by Integrating Remote Sensing Data and POI Data

(2020) Hanqing Bao et al.   Remote Sensing

A multi-level context-guided classification method with object-based convolutional neural network for land cover classification using very high resolution remote sensing images

(2020) Chenxiao Zhang et al.   International Journal of Applied Earth Observation and Geoinformation

A Hierarchical Multiscale Super-Pixel-Based Classification Method for Extracting Urban Impervious Surface Using Deep Residual Network From WorldView-2 and LiDAR Data

(2019) Mengfan Wu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Semantic segmentation of slums in satellite images using transfer learning on fully convolutional neural networks

(2019) Michael Wurm et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Do Urban Functional Zones Affect Land Surface Temperature Differently? A Case Study of Beijing, China

(2019) Yuning Feng et al.   Remote Sensing

Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach

(2019) Shouji Du et al.   Remote Sensing

SO–CNN based urban functional zone fine division with VHR remote sensing image

(2019) Wen Zhou 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

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

(2018) Rao Muhammad Anwer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification with an edge: Improving semantic image segmentation with boundary detection

(2018) D. Marmanis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images

(2018) Xiuyuan Zhang et al.   Remote Sensing

Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics

(2018) Taïs Grippa et al.   ISPRS International Journal of Geo-Information

Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns

(2017) Wei Tu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

The Combined Use of Remote Sensing and Social Sensing Data in Fine-Grained Urban Land Use Mapping: A Case Study in Beijing, China

(2017) et al.   Remote Sensing

Classification for High Resolution Remote Sensing Imagery Using a Fully Convolutional Network

(2017) Gang Fu et al.   Remote Sensing

Integrating Geospatial Techniques for Urban Land Use Classification in the Developing Sub-Saharan African City of Lusaka, Zambia

(2017) Matamyo Simwanda et al.   ISPRS International Journal of Geo-Information

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

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

(2016) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Learning multiscale and deep representations for classifying remotely sensed imagery

(2016) Wenzhi Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping Urban Land Use by Using Landsat Images and Open Social Data

(2016) Tengyun Hu et al.   Remote Sensing

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

(2016) Neha Joshi et al.   Remote Sensing

Discovering Urban Functional Zones Using Latent Activity Trajectories

(2015) Nicholas Jing Yuan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

From land cover-graphs to urban structure types

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

Integrated visual vocabulary in latent Dirichlet allocation–based scene classification for IKONOS image

(2014) Retno Kusumaningrum et al.   Journal of Applied Remote Sensing

Object-based land cover mapping and comprehensive feature calculation for an automated derivation of urban structure types at block level

(2014) Michael Voltersen et al.   REMOTE SENSING OF ENVIRONMENT

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING