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Zanthoxylum bungeanum Maxim mapping with multi-temporal Sentinel-2 images: The importance of different features and consistency of results

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 174 ()

Zanthoxylum bungeanum Maxim (ZBM) is an important woody species in large parts of Asia, which provides oils and medicinal materials. Timely and accura......

Structure-aware indoor scene reconstruction via two levels of abstraction

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 178 ()

In this paper, we propose a novel approach that reconstructs the indoor scene in a structure-aware manner and produces two meshes with different level......

Target-based automated matching of multiple terrestrial laser scans for complex forest scenes

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 179 ()

Terrestrial laser scanners are widely used to derive unbiased and non-destructive estimates of the vertical distribution of the plant area index and p......

Large-scale rice mapping under different years based on time-series Sentinel-1 images using deep semantic segmentation model

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 174 ()

Identifying spatial distribution of crop planting in large-scale is one of the most significant applications of remote sensing imagery. As an active r......

Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 173 ()

For both the positive economic benefit and the negative ecological impact of the rapid expansion of oil palm plantations in tropical developing countr......

Mapping coastal salt marshes in China using time series of Sentinel-1 SAR

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 173 ()

Salt marshes provide crucial ecological functions and services and are experiencing rapid losses and degradation under global climate changes and high......

Depth-enhanced feature pyramid network for occlusion-aware verification of buildings from oblique images

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 174 ()

Detecting the changes of buildings in urban environments is essential. Existing methods that use only nadir images suffer from severe problems of ambi......

Dense point cloud map construction based on stereo VINS for mobile vehicles

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 178 ()

Mobile vehicles require accurate localization and dense mapping for motion planning. In this paper, we propose a dense map construction algorithm base......

Urban road mapping based on an end-to-end road vectorization mapping network framework

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 178 ()

Reliable urban road vector maps are essential for urban analysis because the spatial distribution of road networks reflects urban development under th......

Attention aware cost volume pyramid based multi-view stereo network for 3D reconstruction

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 175 ()

We present an efficient multi-view stereo (MVS) network for 3D reconstruction from multi-view images. While previous learning based reconstruction app......

Estimating daily full-coverage near surface O-3, CO, and NO2 concentrations at a high spatial resolution over China based on S5P-TROPOMI and GEOS-FP

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 175 ()

The Near Surface Concentrations (NSC) of O-3, CO, and NO2 are crucial worldwide indicators of air quality. However, current frameworks devised for the......

Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 178 ()

Over the last several years, semantic image segmentation based on deep neural networks has been greatly advanced. On the other hand, single-instance s......

Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 177 ()

Aerial scene recognition is a fundamental visual task and has attracted an increasing research interest in the last few years. Most of current researc......

Semantics-guided reconstruction of indoor navigation elements from 3D colorized points

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 173 ()

The increasing availability of both indoor positioning services and sensors for 3D data capture, such as RGB-D sensors, allows the provision of indoor......

Learning deep cross-scale feature propagation for indoor semantic segmentation

期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021; 176 ()

Indoor semantic segmentation is a long-standing vision task that has been recently advanced by convolutional neural networks (CNNs), but this task rem......

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