An Ensemble Learning Approach for Urban Land Use Mapping Based on Remote Sensing Imagery and Social Sensing Data

An Integrated Framework Combining Multiple Human Activity Features for Land Use Classification

(2019) Panpan Ge et al.   ISPRS International Journal of Geo-Information

Mapping Urban Areas Using a Combination of Remote Sensing and Geolocation Data

(2019) Nan Xia et al.   Remote Sensing

Places: A 10 Million Image Database for Scene Recognition

(2018) Bolei Zhou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Building instance classification using street view images

(2018) Jian Kang 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

Building a Spatially-Embedded Network of Tourism Hotspots From Geotagged Social Media Data

(2018) Xinyu Wu et al.   IEEE Access

Integrating Aerial and Street View Images for Urban Land Use Classification

(2018) Rui Cao et al.   Remote Sensing

A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data

(2018) Lun Wu et al.   International Journal of Digital Earth

Building block level urban land-use information retrieval based on Google Street View images

(2017) Xiaojiang Li et al.   GIScience & Remote Sensing

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

An Extended Minimum Spanning Tree method for characterizing local urban patterns

(2017) Bin Wu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Classifying urban land use by integrating remote sensing and social media data

(2017) Xiaoping Liu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

Mapping urban form and function at city block level using spatial metrics

(2017) Sven Vanderhaegen et al.   LANDSCAPE AND URBAN PLANNING

Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k -medoids method

(2017) Yimin Chen et al.   LANDSCAPE AND URBAN PLANNING

Mapping urban land cover from high spatial resolution hyperspectral data: An approach based on simultaneously unmixing similar pixels with jointly sparse spectral mixture analysis

(2017) Fen Chen et al.   REMOTE SENSING OF ENVIRONMENT

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

A Novel Popular Tourist Attraction Discovering Approach Based on Geo-Tagged Social Media Big Data

(2017) Xia Peng et al.   ISPRS International Journal of Geo-Information

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

Urban land use extraction from Very High Resolution remote sensing imagery using a Bayesian network

(2016) Mengmeng Li 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

Mapping Dynamic Urban Land Use Patterns with Crowdsourced Geo-Tagged Social Media (Sina-Weibo) and Commercial Points of Interest Collections in Beijing, China

(2016) Yandong Wang et al.   Sustainability

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

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

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

Identification of interconnections between landscape pattern and urban dynamics—Case study Bratislava, Slovakia

(2014) Peter Baus et al.   ECOLOGICAL INDICATORS

Spectral clustering for sensing urban land use using Twitter activity

(2014) Vanessa Frias-Martinez et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Quantifying uncertainty in remote sensing-based urban land-use mapping

(2014) Kasper Cockx et al.   International Journal of Applied Earth Observation and Geoinformation

SUN Database: Exploring a Large Collection of Scene Categories

(2014) Jianxiong Xiao et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A new insight into land use classification based on aggregated mobile phone data

(2014) Tao Pei et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE