Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA
出版年份 2020 全文链接
标题
Transferable instance segmentation of dwellings in a refugee camp - integrating CNN and OBIA
作者
关键词
-
出版物
European Journal of Remote Sensing
Volume -, Issue -, Pages 1-14
出版商
Informa UK Limited
发表日期
2020-05-07
DOI
10.1080/22797254.2020.1759456
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Object-Oriented Method Combined with Deep Convolutional Neural Networks for Land-Use-Type Classification of Remote Sensing Images
- (2019) Baoxuan Jin et al. Journal of the Indian Society of Remote Sensing
- Semantic Segmentation on Remotely Sensed Images Using an Enhanced Global Convolutional Network with Channel Attention and Domain Specific Transfer Learning
- (2019) Teerapong Panboonyuen et al. Remote Sensing
- Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
- (2019) Omid Ghorbanzadeh et al. Remote Sensing
- Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data
- (2019) Shengjie Liu et al. Remote Sensing
- Designing deep CNN models based on sparse coding for aerial imagery: a deep-features reduction approach
- (2019) Abdul Qayyum et al. European Journal of Remote Sensing
- An object-based and heterogeneous segment filter convolutional neural network for high-resolution remote sensing image classification
- (2019) Xin Pan et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Exploring semantic elements for urban scene recognition: Deep integration of high-resolution imagery and OpenStreetMap (OSM)
- (2019) Wenzhi Zhao et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method
- (2019) Zhenrong Du et al. Remote Sensing
- Finer Resolution Mapping of Marine Aquaculture Areas Using WorldView-2 Imagery and a Hierarchical Cascade Convolutional Neural Network
- (2019) Yongyong Fu et al. Remote Sensing
- Comparing Deep Neural Networks, Ensemble Classifiers, and Support Vector Machine Algorithms for Object-Based Urban Land Use/Land Cover Classification
- (2019) Shahab Eddin Jozdani et al. Remote Sensing
- Earth observation tools and services to increase the effectiveness of humanitarian assistance
- (2019) Stefan Lang et al. European Journal of Remote Sensing
- A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery
- (2019) Li et al. Remote Sensing
- Landslide Detection Using Multi-Scale Image Segmentation and Different Machine Learning Models in the Higher Himalayas
- (2019) Sepideh Tavakkoli Piralilou et al. Remote Sensing
- Geobia Achievements and Spatial Opportunities in the Era of Big Earth Observation Data
- (2019) Stefan Lang et al. ISPRS International Journal of Geo-Information
- Deep convolutional neural network training enrichment using multi-view object-based analysis of Unmanned Aerial systems imagery for wetlands classification
- (2018) Tao Liu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- An object-based convolutional neural network (OCNN) for urban land use classification
- (2018) Ce Zhang et al. REMOTE SENSING OF ENVIRONMENT
- Hierarchical spatial features learning with deep CNNs for very high-resolution remote sensing image classification
- (2018) Guangyun Zhang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Humanitarian applications of machine learning with remote-sensing data: review and case study in refugee settlement mapping
- (2018) John A. Quinn et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- A New Method for Region-Based Majority Voting CNNs for Very High Resolution Image Classification
- (2018) Xianwei Lv et al. Remote Sensing
- Object-Based Convolutional Neural Network for High-Resolution Imagery Classification
- (2017) Wenzhi Zhao et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification
- (2017) Emmanuel Maggiori et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows
- (2017) Dirk Tiede et al. Remote Sensing
- Good Practices for Object-Based Accuracy Assessment
- (2017) Julien Radoux et al. Remote Sensing
- Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
- (2017) Xiao Xiang Zhu et al. IEEE Geoscience and Remote Sensing Magazine
- Scene classification based on a hierarchical convolutional sparse auto-encoder for high spatial resolution imagery
- (2016) Xiaobing Han et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Remote sensing of violent conflict: eyes from above
- (2015) Frank D. W. Witmer INTERNATIONAL JOURNAL OF REMOTE SENSING
- Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery
- (2015) Fan Hu et al. Remote Sensing
- Earth Observation-Based Dwelling Detection Approaches in a Highly Complex Refugee Camp Environment — A Comparative Study
- (2014) Kristin Spröhnle et al. Remote Sensing
- Geographic Object-Based Image Analysis – Towards a new paradigm
- (2013) Thomas Blaschke et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Earth observation (EO)-based ex post assessment of internally displaced person (IDP) camp evolution and population dynamics in Zam Zam, Darfur
- (2010) Stefan Lang et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Object based image analysis for remote sensing
- (2009) T. Blaschke ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
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