3

3D Gaussian Splatting

• The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery, pages 97–104

3D Modeling

• Large Scale and Complex Structure Grotto Digitalization Using Photogrammetric Method: A Case Study of Cave No. 13 in Yungang Grottoes, pages 231–238

3D Reconstruction

• Using Passive Multi-Modal Sensor Data for Thermal Simulation of Urban Surfaces, pages 17–24
• The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery, pages 97–104
• Deep Learning-based DSM Generation from Dual-Aspect SAR Data, pages 193–200

3D Scene Reconstruction

• Depth Supervised Neural Surface Reconstruction from Airborne Imagery, pages 89–96

3D keypoints

• Development and Evaluation of a Two-Staged 3D Keypoint Based Workflow for the Co-Registration of Unstructured Multi-Temporal and Multi-Modal 3D Point Clouds, pages 113–120

3D metric survey

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

3D reconstruction

• Application of Photogrammetric Computer Vision and Deep Learning in High-Resolution Underwater Mapping: A Case Study of Shallow-Water Coral Reefs, pages 247–254

6

6D Object Pose Estimation

• Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation, pages 223–230

A

Aerial Imagery

• The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery, pages 97–104

Aerial Maps

• Vehicle Geolocalization from Drone Imagery, pages 171–178

Airborne Imagery

• Depth Supervised Neural Surface Reconstruction from Airborne Imagery, pages 89–96

Airborne LiDAR

• Airborne LiDAR Point Cloud Filtering Algorithm Based on Supervoxel Ground Saliency, pages 73–79

Architectural ruins,Weathering

• A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins, pages 201–208

aerial imagery

• Rectilinear Building Footprint Regularization Using Deep Learning, pages 217–222

artificial intelligence

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

B

BIM

• SLAM for Indoor Mapping of Wide Area Construction Environments, pages 209–216

Bayesian optimisation

• Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results, pages 179–183

Benchmark dataset

• Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”, pages 33–40

Bridge Displacement

• Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data, pages 1–8

Bridge Monitoring

• Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data, pages 1–8

Building instance segmentation

• Rectilinear Building Footprint Regularization Using Deep Learning, pages 217–222

Building materials

• Image-based Deep Learning for the time-dependent prediction of fresh concrete properties, pages 145–152

bridge monitoring

• Structural Health Monitoring of Bridges with Personal Laser Scanning: Segment-based Analysis of systematic Point Cloud Deformations, pages 9–16

building vectorization

• Rectilinear Building Footprint Regularization Using Deep Learning, pages 217–222

C

Close Range Sensing

• SLAM for Indoor Mapping of Wide Area Construction Environments, pages 209–216

Close-range photogrammetry

• Occlusion handling in spatio-temporal object-based image sequence matching, pages 163–170

Computer vision

• Application of Photogrammetric Computer Vision and Deep Learning in High-Resolution Underwater Mapping: A Case Study of Shallow-Water Coral Reefs, pages 247–254

Construction Sites

• SLAM for Indoor Mapping of Wide Area Construction Environments, pages 209–216

Copernicus

• Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results, pages 179–183

Coral reefs

• Application of Photogrammetric Computer Vision and Deep Learning in High-Resolution Underwater Mapping: A Case Study of Shallow-Water Coral Reefs, pages 247–254

Cultural Heritage

• Large Scale and Complex Structure Grotto Digitalization Using Photogrammetric Method: A Case Study of Cave No. 13 in Yungang Grottoes, pages 231–238

color checker

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

color enhancement

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

continuous change detection

• Algorithm, Progresses, Datasets and Validation of GLC_FCS30D: the first global 30 m land-cover dynamic product with fine classification system from 1985 to 2022, pages 137–143

D

DSM Generation

• Deep Learning-based DSM Generation from Dual-Aspect SAR Data, pages 193–200

Data sharing

• Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”, pages 33–40

Dataset accessibility

• Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”, pages 33–40

Deep Ensembles

• Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation, pages 223–230

Deep Learning

• Vehicle Geolocalization from Drone Imagery, pages 171–178
• Deep Learning-based DSM Generation from Dual-Aspect SAR Data, pages 193–200
• Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation, pages 223–230

Deep Reinforcement Learning

• UAS Visual Navigation in Large and Unseen Environments via a Meta Agent, pages 105–112

Deep learning

• Image-based Deep Learning for the time-dependent prediction of fresh concrete properties, pages 145–152
• Application of Photogrammetric Computer Vision and Deep Learning in High-Resolution Underwater Mapping: A Case Study of Shallow-Water Coral Reefs, pages 247–254

Dense Reconstruction

• SLAM for Indoor Mapping of Wide Area Construction Environments, pages 209–216

Depth Supervision

• Depth Supervised Neural Surface Reconstruction from Airborne Imagery, pages 89–96

Dice Loss

• Depth-Aware Panoptic Segmentation, pages 153–161

Diffusion

• Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network, pages 185–192

Digital Elevation Model

• Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results, pages 179–183

Digital Surface Model (DSM)

• Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network, pages 185–192

Digital Twin

• Using Passive Multi-Modal Sensor Data for Thermal Simulation of Urban Surfaces, pages 17–24

Digitalization

• Large Scale and Complex Structure Grotto Digitalization Using Photogrammetric Method: A Case Study of Cave No. 13 in Yungang Grottoes, pages 231–238

Drone Cameras

• Vehicle Geolocalization from Drone Imagery, pages 171–178

Drones

• Vehicle Geolocalization from Drone Imagery, pages 171–178

Dynamic World

• Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space access, pages 65–72

deep learning

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32
• Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery, pages 41–48

deformation analysis

• Development and Evaluation of a Two-Staged 3D Keypoint Based Workflow for the Co-Registration of Unstructured Multi-Temporal and Multi-Modal 3D Point Clouds, pages 113–120

depth maps

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

digital twin

• Structural Health Monitoring of Bridges with Personal Laser Scanning: Segment-based Analysis of systematic Point Cloud Deformations, pages 9–16

dynamic

• Occlusion handling in spatio-temporal object-based image sequence matching, pages 163–170

E

Edge detection

• Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space access, pages 65–72

edge parameter regression

• A Method for Roof Wireframe Reconstruction Based on Self-Supervised Pretraining, pages 239–246

edge-based non-maximum suppression

• A Method for Roof Wireframe Reconstruction Based on Self-Supervised Pretraining, pages 239–246

F

Feature Extraction

• Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data, pages 1–8

Fingerprinting

• A Novel Approach to Image Retrieval for Vision-Based Positioning Utilizing Graph Topology, pages 49–56

Forest

• Accurate Calculation of Tree Stem Traits in Forests Using Localized Multi-View Registration, pages 121–128

Fractional order differentiation

• A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins, pages 201–208

Fresh concrete properties

• Image-based Deep Learning for the time-dependent prediction of fresh concrete properties, pages 145–152

G

GLC_FCS30D

• Algorithm, Progresses, Datasets and Validation of GLC_FCS30D: the first global 30 m land-cover dynamic product with fine classification system from 1985 to 2022, pages 137–143

Georeferencing

• UAS Photogrammetry for Precise Digital Elevation Models of Complex Topography: A Strategy Guide, pages 57–64

Google Earth Engine

• Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space access, pages 65–72

Gradient boosted decision trees

• Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results, pages 179–183

Graph topology

• A Novel Approach to Image Retrieval for Vision-Based Positioning Utilizing Graph Topology, pages 49–56

Grottoes

• Large Scale and Complex Structure Grotto Digitalization Using Photogrammetric Method: A Case Study of Cave No. 13 in Yungang Grottoes, pages 231–238

Ground Filtering

• Airborne LiDAR Point Cloud Filtering Algorithm Based on Supervoxel Ground Saliency, pages 73–79

Ground Saliency

• Airborne LiDAR Point Cloud Filtering Algorithm Based on Supervoxel Ground Saliency, pages 73–79

global land-cover

• Algorithm, Progresses, Datasets and Validation of GLC_FCS30D: the first global 30 m land-cover dynamic product with fine classification system from 1985 to 2022, pages 137–143

H

Hyperparameter tuning

• Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results, pages 179–183

Hyperspectral remote sensing

• A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins, pages 201–208

I

ISPRS Scientific Initiative

• Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”, pages 33–40

Image Orientation

• UAS Photogrammetry for Precise Digital Elevation Models of Complex Topography: A Strategy Guide, pages 57–64

Image Registration

• Vehicle Geolocalization from Drone Imagery, pages 171–178

Image retrieval

• A Novel Approach to Image Retrieval for Vision-Based Positioning Utilizing Graph Topology, pages 49–56

image matching

• Occlusion handling in spatio-temporal object-based image sequence matching, pages 163–170

K

keypoint descriptors

• Development and Evaluation of a Two-Staged 3D Keypoint Based Workflow for the Co-Registration of Unstructured Multi-Temporal and Multi-Modal 3D Point Clouds, pages 113–120

keypoint detectors

• Development and Evaluation of a Two-Staged 3D Keypoint Based Workflow for the Co-Registration of Unstructured Multi-Temporal and Multi-Modal 3D Point Clouds, pages 113–120

L

Land-cover Classification

• Using Passive Multi-Modal Sensor Data for Thermal Simulation of Urban Surfaces, pages 17–24

Landsat imagery

• Algorithm, Progresses, Datasets and Validation of GLC_FCS30D: the first global 30 m land-cover dynamic product with fine classification system from 1985 to 2022, pages 137–143

Large Scale

• Large Scale and Complex Structure Grotto Digitalization Using Photogrammetric Method: A Case Study of Cave No. 13 in Yungang Grottoes, pages 231–238

LoD2 building modeling

• Unit-level LoD2 Building Reconstruction from Satellite-derived Digital Surface Model and Orthophoto, pages 81–88

M

Machine learning

• Performance analysis of Bayesian optimised gradient-boosted decision trees for digital elevation model (DEM) error correction: interim results, pages 179–183
• A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins, pages 201–208

Meshed 3D Point Cloud

• Depth Supervised Neural Surface Reconstruction from Airborne Imagery, pages 89–96

MiniRocket

• Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data, pages 1–8

Mobile Robot

• SLAM for Indoor Mapping of Wide Area Construction Environments, pages 209–216

Monte Carlo Dropout

• Uncertainty-aware Cross-Entropy for Semantic Segmentation, pages 129–136

Multi-View Stereo

• The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery, pages 97–104

Multi-View-Stereo

• Depth Supervised Neural Surface Reconstruction from Airborne Imagery, pages 89–96

Multi-sensor Data

• Using Passive Multi-Modal Sensor Data for Thermal Simulation of Urban Surfaces, pages 17–24

Multi-view Images

• Large Scale and Complex Structure Grotto Digitalization Using Photogrammetric Method: A Case Study of Cave No. 13 in Yungang Grottoes, pages 231–238

mobile mapping

• Structural Health Monitoring of Bridges with Personal Laser Scanning: Segment-based Analysis of systematic Point Cloud Deformations, pages 9–16

multi-modal fusion

• Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery, pages 41–48

N

Neighborhood analysis

• Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space access, pages 65–72

Neural Radiance Fields

• The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery, pages 97–104

Neural Radiance Fields (NeRF)

• Depth Supervised Neural Surface Reconstruction from Airborne Imagery, pages 89–96

O

Object Geolocalization

• Vehicle Geolocalization from Drone Imagery, pages 171–178

Object Tracking

• Vehicle Geolocalization from Drone Imagery, pages 171–178

Object-based image analysis

• Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space access, pages 65–72

Oblique Imagery

• Using Passive Multi-Modal Sensor Data for Thermal Simulation of Urban Surfaces, pages 17–24

occlusion

• Occlusion handling in spatio-temporal object-based image sequence matching, pages 163–170

P

Panoptic Segmentation

• Depth-Aware Panoptic Segmentation, pages 153–161

Point-Cloud

• Accurate Calculation of Tree Stem Traits in Forests Using Localized Multi-View Registration, pages 121–128

personal laser scanning

• Structural Health Monitoring of Bridges with Personal Laser Scanning: Segment-based Analysis of systematic Point Cloud Deformations, pages 9–16

R

RGB Depth Fusion

• Depth-Aware Panoptic Segmentation, pages 153–161

Radargrammetry

• Deep Learning-based DSM Generation from Dual-Aspect SAR Data, pages 193–200

Registration

• Accurate Calculation of Tree Stem Traits in Forests Using Localized Multi-View Registration, pages 121–128

Reliability

• Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation, pages 223–230

Residual Network

• Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network, pages 185–192

rigid registration

• Development and Evaluation of a Two-Staged 3D Keypoint Based Workflow for the Co-Registration of Unstructured Multi-Temporal and Multi-Modal 3D Point Clouds, pages 113–120

robust optimisation

• Occlusion handling in spatio-temporal object-based image sequence matching, pages 163–170

S

SLAM

• SLAM for Indoor Mapping of Wide Area Construction Environments, pages 209–216

Sampling

• The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery, pages 97–104

Satellite Imagery

• Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network, pages 185–192

Satellite photogrammetry

• Unit-level LoD2 Building Reconstruction from Satellite-derived Digital Surface Model and Orthophoto, pages 81–88

Semantic Segmentation

• Uncertainty-aware Cross-Entropy for Semantic Segmentation, pages 129–136

Semi-global Optimization

• Airborne LiDAR Point Cloud Filtering Algorithm Based on Supervoxel Ground Saliency, pages 73–79

Stereoscopy

• Image-based Deep Learning for the time-dependent prediction of fresh concrete properties, pages 145–152

Structure-from-Motion

• UAS Photogrammetry for Precise Digital Elevation Models of Complex Topography: A Strategy Guide, pages 57–64

Super-Resolution

• Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network, pages 185–192

Supervoxel Clustering

• Airborne LiDAR Point Cloud Filtering Algorithm Based on Supervoxel Ground Saliency, pages 73–79

Synthetic Aperture Radar (SAR)

• Deep Learning-based DSM Generation from Dual-Aspect SAR Data, pages 193–200

segmentation

• Structural Health Monitoring of Bridges with Personal Laser Scanning: Segment-based Analysis of systematic Point Cloud Deformations, pages 9–16

self-supervised learning (SSL)

• A Method for Roof Wireframe Reconstruction Based on Self-Supervised Pretraining, pages 239–246

semantic segmentation

• Rectilinear Building Footprint Regularization Using Deep Learning, pages 217–222

sentinel-2

• Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery, pages 41–48

shallow water

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

species distribution modeling

• Sat-SINR: High-Resolution Species Distribution Models Through Satellite Imagery, pages 41–48

T

Terrain Modeling

• UAS Photogrammetry for Precise Digital Elevation Models of Complex Topography: A Strategy Guide, pages 57–64

Terrestrial Laser Scanner

• Accurate Calculation of Tree Stem Traits in Forests Using Localized Multi-View Registration, pages 121–128

The Bag of Visual Words

• A Novel Approach to Image Retrieval for Vision-Based Positioning Utilizing Graph Topology, pages 49–56

Time dependency

• Image-based Deep Learning for the time-dependent prediction of fresh concrete properties, pages 145–152

Traits

• Accurate Calculation of Tree Stem Traits in Forests Using Localized Multi-View Registration, pages 121–128

Tree-Based Approaches

• Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data, pages 1–8

time-series

• Algorithm, Progresses, Datasets and Validation of GLC_FCS30D: the first global 30 m land-cover dynamic product with fine classification system from 1985 to 2022, pages 137–143

U

UAS

• UAS Photogrammetry for Precise Digital Elevation Models of Complex Topography: A Strategy Guide, pages 57–64

Uncertainty Quantification

• Uncertainty-aware Cross-Entropy for Semantic Segmentation, pages 129–136
• Uncertainty Quantification with Deep Ensembles for 6D Object Pose Estimation, pages 223–230

Underwater data collection and processing

• Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”, pages 33–40

Underwater photogrammetry

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32
• Application of Photogrammetric Computer Vision and Deep Learning in High-Resolution Underwater Mapping: A Case Study of Shallow-Water Coral Reefs, pages 247–254

Unequal Time-Series Data

• Machine Learning Approaches for Vehicle Counting on Bridges Based on Global Ground-Based Radar Data, pages 1–8

Unmanned Aerial System

• UAS Visual Navigation in Large and Unseen Environments via a Meta Agent, pages 105–112

Urban Heat

• Using Passive Multi-Modal Sensor Data for Thermal Simulation of Urban Surfaces, pages 17–24

Urban parks

• Open-source automatic extraction of Urban Green Space: Application to assessing improvement in green space access, pages 65–72

underwater archaeology

• Quantitative Evaluation of Color Enhancement Methods for Underwater Photogrammetry in Very Shallow Water: a Case Study, pages 25–32

unit-level building semantic segmentation

• Unit-level LoD2 Building Reconstruction from Satellite-derived Digital Surface Model and Orthophoto, pages 81–88

urban

• Structural Health Monitoring of Bridges with Personal Laser Scanning: Segment-based Analysis of systematic Point Cloud Deformations, pages 9–16

urbanization

• Rectilinear Building Footprint Regularization Using Deep Learning, pages 217–222

V

Vision Metrology

• Uncertainty-aware Cross-Entropy for Semantic Segmentation, pages 129–136

Vision-based positioning

• A Novel Approach to Image Retrieval for Vision-Based Positioning Utilizing Graph Topology, pages 49–56

Visual Navigation

• UAS Visual Navigation in Large and Unseen Environments via a Meta Agent, pages 105–112

W

WebGIS

• Under and Through Water Datasets for Geospatial Studies: the 2023 ISPRS Scientific Initiative “NAUTILUS”, pages 33–40

wireframe reconstruction

• A Method for Roof Wireframe Reconstruction Based on Self-Supervised Pretraining, pages 239–246