| Random forest in remote sensing: A review of applications and future directions | 2016/04/01 | English | 3,165 |
| Object based image analysis for remote sensing | 2010/01/01 | English | 2,655 |
| Support vector machines in remote sensing: A review | 2011/05/01 | English | 2,015 |
| An assessment of the effectiveness of a random forest classifier for land-cover classification | 2012/01/01 | English | 1,636 |
| Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information | 2004/01/01 | English | 1,521 |
| Unmanned aerial systems for photogrammetry and remote sensing: A review | 2014/06/01 | English | 1,468 |
| Global land cover mapping at 30m resolution: A POK-based operational approach | 2015/05/01 | English | 1,192 |
| Deep learning in remote sensing applications: A meta-analysis and review | 2019/06/01 | English | 1,096 |
| Geographic Object-Based Image Analysis – Towards a new paradigm | 2014/01/01 | English | 967 |
| Change detection from remotely sensed images: From pixel-based to object-based approaches | 2013/06/01 | English | 852 |
| A survey on object detection in optical remote sensing images | 2016/07/01 | English | 749 |
| Object detection in optical remote sensing images: A survey and a new benchmark | 2020/01/01 | English | 739 |
| Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends | 2009/07/01 | English | 734 |
| Accurate 3D comparison of complex topography with terrestrial laser scanner: Application to the Rangitikei canyon (N-Z) | 2013/08/01 | English | 708 |
| Optical remotely sensed time series data for land cover classification: A review | 2016/06/01 | English | 690 |
| ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data | 2020/04/01 | English | 581 |
| Review on Convolutional Neural Networks (CNN) in vegetation remote sensing | 2021/03/01 | English | 577 |
| Persistent Scatterer Interferometry: A review | 2016/05/01 | English | 566 |
| A review of supervised object-based land-cover image classification | 2017/08/01 | English | 543 |
| A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies | 2018/12/01 | English | 525 |
| Google Earth Engine for geo-big data applications: A meta-analysis and systematic review | 2020/06/01 | English | 515 |
| Change detection using landsat time series: A review of frequencies, preprocessing, algorithms, and applications | 2017/08/01 | English | 514 |
| Deep learning classifiers for hyperspectral imaging: A review | 2019/12/01 | English | 510 |
| Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds | 2004/08/01 | English | 509 |
| Multi-class geospatial object detection and geographic image classification based on collection of part detectors | 2014/12/01 | English | 488 |
| Terrestrial laser scanning in forest inventories | 2016/05/01 | English | 461 |
| Automated parameterisation for multi-scale image segmentation on multiple layers | 2014/02/01 | English | 449 |
| A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images | 2020/08/01 | English | 445 |
| Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review | 2015/10/01 | English | 434 |
| Full-waveform topographic lidar: State-of-the-art | 2009/01/01 | English | 433 |