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Volume XI-2-2026, 2026 | XXV ISPRS Congress 2026 “From Imagery to Understanding”, Commission II

4–11 July 2026, Toronto, Canada
Editor(s): Songnian Li, Derek Lichti, Shabnam Jabari, Alper Yilmaz, Jan Dirk Wegner, and Rongjun Qin
Volumes
Volumes

Volume XI-2-2026, 2026 | XXV ISPRS Congress 2026 “From Imagery to Understanding”, Commission II

4–11 July 2026, Toronto, Canada
Editor(s): Songnian Li, Derek Lichti, Shabnam Jabari, Alper Yilmaz, Jan Dirk Wegner, and Rongjun Qin
Author index | Keyword index
WG II/1 – Image Orientation and Fusion
03 Jul 2026
Evaluation of Recent AI-based Point Matching Algorithms Applied on Aerial Images
Pablo d'Angelo, Franz Kurz, Alaa Eddine Ben Zekri, and Reza Bahmanyar
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 1–8, https://doi.org/10.5194/isprs-annals-XI-2-2026-1-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-1-2026, 2026
03 Jul 2026
Comparative Analysis of Mainstream Image Matching Methods for Georeferencing Tianwen‑1 HiRIC Imagery without Ground Control Points
Zhuolu Hou, Aomei Zhang, Yunfei Hu, Pei Mi, Pengjie Tao, and Tao Ke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 9–16, https://doi.org/10.5194/isprs-annals-XI-2-2026-9-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-9-2026, 2026
03 Jul 2026
Epipolar Rectification of a Generic Camera
Marc Pierrot-Deseilligny and Ewelina Rupnik
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 17–27, https://doi.org/10.5194/isprs-annals-XI-2-2026-17-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-17-2026, 2026
03 Jul 2026
The Project evalAT for Investigating the Accuracy of Aerotriangulations in Map Projections
Camillo Ressl, Norbert Pfeifer, Christine Ressl, and Andreas Bayr
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 29–35, https://doi.org/10.5194/isprs-annals-XI-2-2026-29-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-29-2026, 2026
03 Jul 2026
Shape2Match: A Shape-to-Matching Framework for Infrared-Visible Image Matching
Maoyu Wang, Xulei Shi, Zhuolu Hou, Xinbo Zhao, Xin Huang, Yifan Liao, Yansong Duan, and Pengjie Tao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 37–44, https://doi.org/10.5194/isprs-annals-XI-2-2026-37-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-37-2026, 2026
03 Jul 2026
Faster than Light: An Embedded-Efficient Matching Model with ReLU Linear Attention
Ziang Wang, Tao He, Wei Cui, Yu Duan, Kaimin Sun, and Yunhao Miao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 45–52, https://doi.org/10.5194/isprs-annals-XI-2-2026-45-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-45-2026, 2026
03 Jul 2026
ThermalAssist: Towards Efficient Annotation of Thermal Imagery
Jingwei Zhu, Manoj Biswanath, and Benjamin Busam
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 53–60, https://doi.org/10.5194/isprs-annals-XI-2-2026-53-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-53-2026, 2026
03 Jul 2026
TriCo-Net: Learning Semantically Aware Local Features via Triple Consistency
Longze Zhu, Li Yan, Hong Xie, Hao Wu, Shan Su, Binbing Wang, Xiaoteng Yang, Junjie Yuan, and Aoran Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 61–68, https://doi.org/10.5194/isprs-annals-XI-2-2026-61-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-61-2026, 2026
WG II/2 – Point Cloud Generation and Processing
03 Jul 2026
Hierarchical Gaussian Partitioning for Semantic Segmentation of Airborne LiDAR Scenes
Moussa Bendjilali, Nicola Luminari, and Pierre Alliez
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 69–76, https://doi.org/10.5194/isprs-annals-XI-2-2026-69-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-69-2026, 2026
03 Jul 2026
Application Of Multi-Source Photogrammetric Data For Fast Building Inventory
Anna Fryskowska-Skibniewska, Patryk Wroblewski, Klaudia Pasternak, and Julia Gotowiec
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 77–84, https://doi.org/10.5194/isprs-annals-XI-2-2026-77-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-77-2026, 2026
03 Jul 2026
Cross-Sensor Robustness sand Spatial Generalization for 3D Railway Point Cloud Semantic Segmentation
Arshia Ghasemlou, Mario Soilán, Jesús Balado, and Belén Riveiro
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 85–92, https://doi.org/10.5194/isprs-annals-XI-2-2026-85-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-85-2026, 2026
03 Jul 2026
Sensor Domain Adaptation for 3D Object Detection via LiDAR Super-Resolution
June Moh Goo, Zichao Zeng, and Jan Boehm
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 93–100, https://doi.org/10.5194/isprs-annals-XI-2-2026-93-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-93-2026, 2026
03 Jul 2026
Efficient Extraction and Specification-Compliant Optimization of Railway Alignment Parameters from UAV LiDAR Point Clouds
Zhaochen Han, Xuming Ge, Min Chen, and Han Hu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 101–108, https://doi.org/10.5194/isprs-annals-XI-2-2026-101-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-101-2026, 2026
03 Jul 2026
Optimal Path Planning for Kinematic Laser Scanning
Julius Knechtel, Mohammad Kordgholiabad, and Jan-Henrik Haunert
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 109–116, https://doi.org/10.5194/isprs-annals-XI-2-2026-109-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-109-2026, 2026
03 Jul 2026
In-Field 3D Wheat Head Instance Segmentation from TLS Point Clouds Using Deep Learning without Manual Labels
Tomislav Medic and Liangliang Nan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 117–126, https://doi.org/10.5194/isprs-annals-XI-2-2026-117-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-117-2026, 2026
03 Jul 2026
Multi-Source Fusion of Roof Skeletons, LiDAR and Street-View Imagery for Semi-Automated LoD-2 Building Modelling
Vaibhav Rajan, Sander Münster, Jonas Bruschke, and Ferdinand Maiwald
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 127–135, https://doi.org/10.5194/isprs-annals-XI-2-2026-127-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-127-2026, 2026
03 Jul 2026
Trinocular Multi-Object 3D Reconstruction in Camera-Simulating Virtual Environments for Knee Arthroplasty
Arne Schierbaum, Tobias Neiss-Theuerkauff, Thomas Luhmann, Frank Wallhoff, and Till Sieberth
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 137–144, https://doi.org/10.5194/isprs-annals-XI-2-2026-137-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-137-2026, 2026
03 Jul 2026
Extraction of Pole-like Road Objects from MMS Point Clouds Using Deep Learning and Geometric-Topological Feature Fusion
Shu Su, Masataka Shirai, and Hiroyuki Yokota
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 145–154, https://doi.org/10.5194/isprs-annals-XI-2-2026-145-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-145-2026, 2026
03 Jul 2026
Scan Outlier Ratio (ScOR): LiDAR Scanning and Survey-Aware Filtering of Detached Points in Terrestrial and Permanent Laser Scanning Point Clouds
Ronald Tabernig and Bernhard Höfle
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 155–162, https://doi.org/10.5194/isprs-annals-XI-2-2026-155-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-155-2026, 2026
03 Jul 2026
Ray Queries On Raw Point Clouds
Balthasar Teuscher, Paul Walther, Kwasi Nyarko Poku-Agyemang, and Martin Werner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 163–168, https://doi.org/10.5194/isprs-annals-XI-2-2026-163-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-163-2026, 2026
03 Jul 2026
LGSSM: Local-to-global State Space Model for Serialized Point Cloud Semantic Segmentation
Hao Wu, Li Yan, Hucheng Li, Qimeng Li, Longze Zhu, Junjie Yuan, and Hong Xie
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 169–177, https://doi.org/10.5194/isprs-annals-XI-2-2026-169-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-169-2026, 2026
03 Jul 2026
Differentiable deep consistency for point cloud registration
Tian Zhang and Sagi Filin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 179–186, https://doi.org/10.5194/isprs-annals-XI-2-2026-179-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-179-2026, 2026
WG II/3 – 3D Scene Reconstruction for Modeling & Mapping
03 Jul 2026
LoD2-Former: Multi-Modal Transformer-Based 3D Building Wireframe Reconstruction
Youssef Abdelhedi, Daniel Panangian, Chaikal Amrullah, Houda Chaabouni-Chouayakh, and Ksenia Bittner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 187–195, https://doi.org/10.5194/isprs-annals-XI-2-2026-187-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-187-2026, 2026
03 Jul 2026
Beyond Centers: Bounding-Box Voxel Projection for Multi-View 3D Detection and Tracking
Rasho Ali, Max Mehltretter, and Christian Heipke
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 197–206, https://doi.org/10.5194/isprs-annals-XI-2-2026-197-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-197-2026, 2026
03 Jul 2026
RoofVIP Benchmark Dataset: 2D Roof Planar Polygons and Very High-Resolution Digital Orthophotos Pairs for Building Roof Reconstruction
Chaikal Amrullah, Daniel Panangian, Guneet Mutreja, Youssef Abdelhedi, and Ksenia Bittner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 207–216, https://doi.org/10.5194/isprs-annals-XI-2-2026-207-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-207-2026, 2026
03 Jul 2026
EOGS++: Earth Observation Gaussian Splatting with Internal Camera Refinement and Direct Panchromatic Rendering
Pierrick Bournez, Luca Savant Aira, Thibaud Ehret, and Gabriele Facciolo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 217–224, https://doi.org/10.5194/isprs-annals-XI-2-2026-217-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-217-2026, 2026
03 Jul 2026
MambaPanoptic: A Vision Mamba-based Structured State Space Framework for Panoptic Segmentation
Qing Cheng, Damiano Bertolini, Wei Zhang, Dong Wang, Niclas Zeller, and Daniel Cremers
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 225–233, https://doi.org/10.5194/isprs-annals-XI-2-2026-225-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-225-2026, 2026
03 Jul 2026
Evaluating multi-view geometry for satellite-based 3D city modeling: towards 1+N constellation configurations
Xu Cheng, Xianfeng Huang, Yingdong Pi, Xinsheng Wang, and Mi Wang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 235–241, https://doi.org/10.5194/isprs-annals-XI-2-2026-235-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-235-2026, 2026
03 Jul 2026
Accurate Point Measurement in 3DGS - A New Alternative to Traditional Stereoscopic-View Based Measurements
Deyan Deng and Rongjun Qin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 243–249, https://doi.org/10.5194/isprs-annals-XI-2-2026-243-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-243-2026, 2026
03 Jul 2026
Building Height Estimation from Stereo Satellite Images Using Contour Vector Registration
Yaxuan Duan, Wei Qin, Xin Huang, Pei Mi, Yang Yu, and Pengjie Tao
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 251–258, https://doi.org/10.5194/isprs-annals-XI-2-2026-251-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-251-2026, 2026
03 Jul 2026
EMVSNet: Evidential Multi-View Stereo Reconstruction for Sampling-free Depth and Uncertainty Estimation
Christian Grannemann and Max Mehltretter
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 259–267, https://doi.org/10.5194/isprs-annals-XI-2-2026-259-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-259-2026, 2026
03 Jul 2026
BetterScene: 3D Scene Synthesis with Representation-Aligned Generative Model
Yuci Han, Charles Toth, Alper Yilmaz, John E. Anderson, and William J. Shuart
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 269–276, https://doi.org/10.5194/isprs-annals-XI-2-2026-269-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-269-2026, 2026
03 Jul 2026
ZeD-MAP: Bundle Adjustment Guided Zero-Shot Depth Maps for Real-Time Aerial Imaging
Selim Ahmet Iz, Francesco Nex, Norman Kerle, Henry Meissner, and Ralf Berger
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 277–284, https://doi.org/10.5194/isprs-annals-XI-2-2026-277-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-277-2026, 2026
03 Jul 2026
Technical Scheme for 3D Digital Map Production Based on the SSW Vehicle-mounted LiDAR Mobile Mapping System (VMMS)
You Jia, Eryan Zhang, Junyong Hu, Yang Jia, and Weigang Liu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 285–291, https://doi.org/10.5194/isprs-annals-XI-2-2026-285-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-285-2026, 2026
03 Jul 2026
GT-LOD3: LOD3 Semantic 3D Building Reconstruction Benchmark Dataset
Han Sae Kim, Olaf Wysocki, Ludwig Hoegner, Ksenia Bittner, Joshua Carpenter, Friedrich Fraundorfer, Arpan Kusari, Max Mehltretter, Franz Rottensteiner, Anna Schadl, Martin Weinmann, and Jinha Jung
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 293–302, https://doi.org/10.5194/isprs-annals-XI-2-2026-293-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-293-2026, 2026
03 Jul 2026
SF-Recon: Simplification-Free Lightweight Building Reconstruction via 3D Gaussian Splatting
Zihan Li, Tengfei Wang, Wentian Gan, Hao Zhan, Xin Wang, and Zongqian Zhan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 303–311, https://doi.org/10.5194/isprs-annals-XI-2-2026-303-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-303-2026, 2026
03 Jul 2026
Wide-area Scene Reconstruction with Polyhedral Buildings featuring Recognized Regularities
Jochen Meidow
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 313–320, https://doi.org/10.5194/isprs-annals-XI-2-2026-313-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-313-2026, 2026
03 Jul 2026
Geometry-aided Video Panoptic Segmentation
Tuan Nguyen, Max Mehltretter, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 321–330, https://doi.org/10.5194/isprs-annals-XI-2-2026-321-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-321-2026, 2026
03 Jul 2026
Point2WSS: Reconstructing LoD2 Buildings from Aerial LiDAR Data using Multimodal Learning and Weighted Straight Skeleton
Pierre-Loïc Queffélec, Nicolas Trouvé, Stéphane Roussel, Teng Wu, and Bruno Vallet
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 331–340, https://doi.org/10.5194/isprs-annals-XI-2-2026-331-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-331-2026, 2026
03 Jul 2026
HDR Radiance Learning and Shadow Regularization for Satellite NeRF 3D Reconstruction
Yongjun Song and Pablo d’Angelo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 341–347, https://doi.org/10.5194/isprs-annals-XI-2-2026-341-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-341-2026, 2026
03 Jul 2026
The P3 Dataset: Pixels, Points and Polygons for Multimodal Building Vectorization
Raphael Sulzer, Liuyun Duan, Nicolas Girard, and Florent Lafarge
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 349–357, https://doi.org/10.5194/isprs-annals-XI-2-2026-349-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-349-2026, 2026
03 Jul 2026
Adaptive Scaling with Geometric and Visual Continuity of completed 3D objects
Jelle Vermandere, Maarten Bassier, and Maarten Vergauwen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 359–365, https://doi.org/10.5194/isprs-annals-XI-2-2026-359-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-359-2026, 2026
03 Jul 2026
SatGeo-NeRF: Geometrically Regularized NeRF for Satellite Imagery
Valentin Wagner, Sebastian Bullinger, Michael Arens, and Rainer Stiefelhagen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 367–374, https://doi.org/10.5194/isprs-annals-XI-2-2026-367-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-367-2026, 2026
03 Jul 2026
Structured-Li-GS: Structured 3D Gaussians Splatting with LiDAR Incorporation and Spatial Constraints
Huaiyuan Weng, Huibin Li, and Chul Min Yeum
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 375–383, https://doi.org/10.5194/isprs-annals-XI-2-2026-375-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-375-2026, 2026
03 Jul 2026
Image LiDAR based change detection and updating for urban 3D reconstruction
Teng Wu and Bruno Vallet
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 385–392, https://doi.org/10.5194/isprs-annals-XI-2-2026-385-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-385-2026, 2026
03 Jul 2026
Occlusion-Robust SfM in Construction Sites via Geometry-Guided Foreground Segmentation
Changjiang Yin, Shaoming Zhang, Qin Ye, and Junqi Luo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 393–401, https://doi.org/10.5194/isprs-annals-XI-2-2026-393-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-393-2026, 2026
03 Jul 2026
3D Gaussian Splatting for Large-Scale 3D Reconstruction: An Evaluation and Quality Analysis
Jiangxue Yu, Yueling Liao, San Jiang, Xing Zhang, Zhijun Wang, and Qingquan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 403–409, https://doi.org/10.5194/isprs-annals-XI-2-2026-403-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-403-2026, 2026
03 Jul 2026
CityLangSplat: Integrating CityGML Semantics into 3D Language Gaussian Splatting for Urban Scene Understanding
Qilin Zhang, Jinyu Zhu, Olaf Wysocki, and Boris Jutzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 411–418, https://doi.org/10.5194/isprs-annals-XI-2-2026-411-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-411-2026, 2026
03 Jul 2026
Development of a 3D City Model-Based System for Pre-Flight Evaluation and Optimization of Aerial Image Acquisition Plans
Lixian Zhao, Saki Kato, Kenta Imai, Maki Itazu, and Aya Matsui
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 419–427, https://doi.org/10.5194/isprs-annals-XI-2-2026-419-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-419-2026, 2026
03 Jul 2026
Road Network Vectorization With Geometric Enforcement
Zhenyu Zhu, Elena Di Bernardino, and Florent Lafarge
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 429–437, https://doi.org/10.5194/isprs-annals-XI-2-2026-429-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-429-2026, 2026
WG II/4 – AI/ML for Geospatial Data
03 Jul 2026
From Pixels to Polylines: Extracting City-scale Vectorized Roof Structures with Line Segment Detection Networks
Mehmet Büyükdemircioğlu, Fabio Remondino, Martin Kada, and Sultan Kocaman
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 439–446, https://doi.org/10.5194/isprs-annals-XI-2-2026-439-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-439-2026, 2026
03 Jul 2026
Pothole Classification using Point Cloud Data: a Comparison between Machine Learning and Deep Learning
Kristin Eggen and Hongchao Fan
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 447–454, https://doi.org/10.5194/isprs-annals-XI-2-2026-447-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-447-2026, 2026
03 Jul 2026
Zero-shot Vision-Language Reranking for Cross-View Geolocalization
Yunus Talha Erzurumlu, John E. Anderson, William J. Shuart, Charles Toth, and Alper Yilmaz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 455–461, https://doi.org/10.5194/isprs-annals-XI-2-2026-455-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-455-2026, 2026
03 Jul 2026
Semantic Segmentation of Textured Non-manifold 3D Meshes using Transformers
Mohammadreza Heidarianbaei, Max Mehltretter, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 463–471, https://doi.org/10.5194/isprs-annals-XI-2-2026-463-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-463-2026, 2026
03 Jul 2026
Evaluation of Metric Monocular Depth Estimation Models Under Adverse Weather Conditions in Driving Scenarios
Nour Khalefa, Roberto Souza, and Naser El-Sheimy
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 473–481, https://doi.org/10.5194/isprs-annals-XI-2-2026-473-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-473-2026, 2026
03 Jul 2026
Diachronic Stereo Matching for Multi-Date Satellite Imagery
Elías Masquil, Luca Savant Aira, Roger Marí, Thibaud Ehret, Pablo Musé, and Gabriele Facciolo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 483–492, https://doi.org/10.5194/isprs-annals-XI-2-2026-483-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-483-2026, 2026
03 Jul 2026
From Aerial to Satellite: Can Super-Resolution Enable Label-Free Model Transfer?
Nina Merkle, Corentin Henry, Sandeep Kumar Jangir, Jens Hellekes, Felix Rauch, Pablo d'Angelo, and Franz Kurz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 493–501, https://doi.org/10.5194/isprs-annals-XI-2-2026-493-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-493-2026, 2026
03 Jul 2026
Target Vessel Identification in Aerial Search Imagery via MLLM-Based Attribute Extraction and Geolocation Fusion
Jeonghyo Oh, Youngon Oh, and Impyeong Lee
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 503–509, https://doi.org/10.5194/isprs-annals-XI-2-2026-503-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-503-2026, 2026
03 Jul 2026
From Canopy to Crown: High-Fidelity Tree Façade Synthesis from Nadir LiDAR data
Raghav Sharma, Frank Zhang, Jane Liu, and Baoxin Hu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 511–516, https://doi.org/10.5194/isprs-annals-XI-2-2026-511-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-511-2026, 2026
WG II/5 – Temporal Geospatial Data Understanding
03 Jul 2026
Improved Land Cover Classification of Aerial Imagery and Satellite Image Time Series using Diffusion-based Super-Resolution
Hubert Kanyamahanga, Mareike Dorozynski, and Franz Rottensteiner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 517–526, https://doi.org/10.5194/isprs-annals-XI-2-2026-517-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-517-2026, 2026
03 Jul 2026
Spatiotemporal reconstruction of 4D point clouds at different time scales through implicit neural representations for topographic monitoring applications
Mathilde Letard, Peter Naylor, and Katharina Anders
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 527–534, https://doi.org/10.5194/isprs-annals-XI-2-2026-527-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-527-2026, 2026
03 Jul 2026
Sky-NeRF: Learning 4D Cloud Topography in a Dynamic Neural Radiance Field
Theïlo Terrisse, Dawa Derksen, David Youssefi, and Hugo Meric
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 535–544, https://doi.org/10.5194/isprs-annals-XI-2-2026-535-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-535-2026, 2026
03 Jul 2026
topo4d: Topographic 4D STAC Extension for Curating and Cataloging Multi-Source Geospatial Time Series Datasets
Jiapan Wang, Xiaoyu Huang, Pim Maydhisudhiwongs, Mathilde Letard, Balthasar Teuscher, Prabin Gyawali, Martin Werner, and Katharina Anders
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 545–552, https://doi.org/10.5194/isprs-annals-XI-2-2026-545-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-545-2026, 2026
WG II/6 – Cultural Heritage Data Acquisition and Processing
03 Jul 2026
Metric Reliability and Operational Adaptability in the context of the Integrated 3D Metric Survey of the Genete Leul Palace (Addis Ababa, Ethiopia)
Elisabetta Colucci, Andrea Demartis, Mahtab Fallah, Giacomo Patrucco, and Fulvio Rinaudo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 553–560, https://doi.org/10.5194/isprs-annals-XI-2-2026-553-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-553-2026, 2026
03 Jul 2026
LiDAR-Guided Illumination-Aware 3D Gaussian Splatting for Cultural Heritage
Xiao Liu, Xinyi Li, Wan Li, Tao Liu, Wei Sun, and Sheng Zhang
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 561–568, https://doi.org/10.5194/isprs-annals-XI-2-2026-561-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-561-2026, 2026
03 Jul 2026
Full Object Photogrammetry for Architectural Artefacts using the “Mask Model Method”
Adam Weigert, Miquel Reina Ortiz, Chloe Dennis, Lauren Daniels, Yesmine Bennani, Mario Santana Quintero, and Stephen Fai
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 569–576, https://doi.org/10.5194/isprs-annals-XI-2-2026-569-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-569-2026, 2026
WG II/7 – Underwater Data Acquisition and Processing
03 Jul 2026
Reconstructing Multibeam Echosounder Bathymetry with Generative Adversarial Networks: Toward Efficient Use of Survey Resources
Haitham Ezzy, Dror Angel, and Anna Brook
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 577–583, https://doi.org/10.5194/isprs-annals-XI-2-2026-577-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-577-2026, 2026
03 Jul 2026
Investigating the Potential of SfM, MVS, and Monocular Depth Estimation for Water Surface Reconstruction
Anatol Günthner, Markus Brezovsky, Frederik Schulte, Lukas Winiwarter, Gottfried Mandlburger, and Boris Jutzi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 585–593, https://doi.org/10.5194/isprs-annals-XI-2-2026-585-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-585-2026, 2026
03 Jul 2026
Automated classification of coastal defense structures using airborne bathymetric LiDAR
Jan Rhomberg-Kauert, Lucas Dammert, Gottfried Mandlburger, Tomasz Kogut, Arkadiusz Tomczak, and Małgorzata Jarząbek-Rychard
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 595–604, https://doi.org/10.5194/isprs-annals-XI-2-2026-595-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-595-2026, 2026
03 Jul 2026
Refraction-Aware Gaussian Splatting for Shallow Water Bathymetry from UAV Imagery
Taiki Uno and Sohei Kobayashi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 605–614, https://doi.org/10.5194/isprs-annals-XI-2-2026-605-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-605-2026, 2026
WG II/8 – Environmental & Infrastructure Monitoring
03 Jul 2026
Challenges in automated 4D Point Cloud Generation for Glacier Calving Monitoring at high temporal Resolution
Laura Camila Duran Vergara, Xabier Blanch Gorriz, Bindusara Nagathihalli Lokesh, and Anette Eltner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 615–622, https://doi.org/10.5194/isprs-annals-XI-2-2026-615-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-615-2026, 2026
03 Jul 2026
Time-Adaptive Change Analysis through Extension of the M3C2 Algorithm using Multi-Modal Laser Scanning Data in a Salt Marsh Environment
Xiaoyu Huang, Mathilde Letard, Dimitri Lague, Bernhard Höfle, Ronald Tabernig, Paul Leroy, and Katharina Anders
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 623–630, https://doi.org/10.5194/isprs-annals-XI-2-2026-623-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-623-2026, 2026
03 Jul 2026
Drone-Based Photogrammetry for Pavement Deterioration Detection and Quantification in Airport Infrastructure
Guido Staub and Elisabet Jara
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 631–637, https://doi.org/10.5194/isprs-annals-XI-2-2026-631-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-631-2026, 2026
03 Jul 2026
MultiChange3D: A Multi-Scene, Multi-Sensor Dataset for Benchmarking 3D Geometric Change Detection
Zhaoyi Wang, Paweł Trybała, Andreas Wieser, and Fabio Remondino
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 639–646, https://doi.org/10.5194/isprs-annals-XI-2-2026-639-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-639-2026, 2026
WG II/9 – Vision Metrology
03 Jul 2026
Evaluation of Visual Place Recognition Methods for Image Pair Retrieval in 3D Vision and Robotics
Dennis Haitz, Athradi Shritish Shetty, Michael Weinmann, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 647–656, https://doi.org/10.5194/isprs-annals-XI-2-2026-647-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-647-2026, 2026
03 Jul 2026
Investigating calibration constraints for the processing of a narrow-view multi-camera system
Petra Helmholz, Derek Litchi, Liam Boyle, Richard Palmer, and Roslyn Ward
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 657–664, https://doi.org/10.5194/isprs-annals-XI-2-2026-657-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-657-2026, 2026
03 Jul 2026
Uncertainty Quality of VGGT: An Analysis on the DTU Benchmark Dataset
Markus Hillemann, Robert Langendörfer, Steven Landgraf, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 665–672, https://doi.org/10.5194/isprs-annals-XI-2-2026-665-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-665-2026, 2026
03 Jul 2026
A Critical Synthesis of Uncertainty Quantification and Foundation Models for Semantic Segmentation
Steven Landgraf, Joceline Hinz, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 673–680, https://doi.org/10.5194/isprs-annals-XI-2-2026-673-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-673-2026, 2026
03 Jul 2026
The Impact of CutMix on Reliability and Robustness in Semantic Segmentation
Steven Landgraf and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 681–687, https://doi.org/10.5194/isprs-annals-XI-2-2026-681-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-681-2026, 2026
03 Jul 2026
MVM-IOD: An Industrial Object-Centric Benchmark Dataset for the Evaluation of 3D Reconstruction Methods
Robert Langendörfer, Markus Hillemann, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 689–696, https://doi.org/10.5194/isprs-annals-XI-2-2026-689-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-689-2026, 2026
03 Jul 2026
Quantization-Aware Training for Efficient Object Detection on FPGAs: Case Studies
Xuanshu Luo, Gabor Fogarasi, Alan Syrgak, Paul Walther, and Martin Werner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 697–704, https://doi.org/10.5194/isprs-annals-XI-2-2026-697-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-697-2026, 2026
03 Jul 2026
A Novel Camera-to-Robot Calibration Method for Vision-Based Floor Measurements
Jan Andre Rudolph, Dennis Haitz, and Markus Ulrich
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 705–712, https://doi.org/10.5194/isprs-annals-XI-2-2026-705-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-705-2026, 2026
03 Jul 2026
Assessing the effects of time on cadaveric facial anatomy using conventional photogrammetry, stereophotogrammetry and computed tomography
Morgan Titmus, Hannah Radley, Paul Ellery, Gary Whittaker, Zhonghua Sun, and Petra Helmholz
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 713–720, https://doi.org/10.5194/isprs-annals-XI-2-2026-713-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-713-2026, 2026
ICWG II/Ia – Autonomous Sensing Systems and their Applications
03 Jul 2026
A Comparison of Multi-View Stereo Methods for Photogrammetric 3D Reconstruction: From Traditional to Learning-Based Approaches
Yawen Li, George Vosselman, and Francesco Nex
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 721–728, https://doi.org/10.5194/isprs-annals-XI-2-2026-721-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-721-2026, 2026
03 Jul 2026
Automatic Detection Models for Building Exterior Wall Cracks in Drone Imagery Based on CNN And Transformer
Yaoling Shang, Ying Ge, Yuqing Ma, Yingying Zhang, and Shilin Lv
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 729–740, https://doi.org/10.5194/isprs-annals-XI-2-2026-729-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-729-2026, 2026
03 Jul 2026
Towards real-time UAV path replanning based on photogrammetry and learning-based approaches
Débora Paula Simões and Henrique Candido de Oliveira
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 741–749, https://doi.org/10.5194/isprs-annals-XI-2-2026-741-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-741-2026, 2026
03 Jul 2026
6D Strawberry Pose Estimation: Real-time and Edge AI Solutions Using Purely Synthetic Training Data
Saptarshi Neil Sinha, Paul Julius Kühn, Mika Silvan Goschke, and Michael Weinmann
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 751–758, https://doi.org/10.5194/isprs-annals-XI-2-2026-751-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-751-2026, 2026
ICWG II/Ib – Digital Construction: Reality Capture, Automated Inspection, and Integration to BIM
03 Jul 2026
Domain-Adaptive Object Detection of Electrical Facilities for Enhanced Semantic Indoor Models
Lukas Arzoumanidis, Weilian Li, and Youness Dehbi
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 759–766, https://doi.org/10.5194/isprs-annals-XI-2-2026-759-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-759-2026, 2026
03 Jul 2026
Dataset review of exposed reinforcement in concrete bridges and challenges for automated damage detection in UAS-assisted bridge inspections
Erkki Tobias Bartczak, Maarten Bassier, and Maarten Vergauwen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 767–774, https://doi.org/10.5194/isprs-annals-XI-2-2026-767-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-767-2026, 2026
03 Jul 2026
LGFormer: Lightweight Local-Global Transformer for Indoor Point Cloud Segmentation
Yuwei Zhang, Fashuai Li, Yiyi Liu, Ping Wang, Yuwei Chen, and Biao Xiong
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 775–781, https://doi.org/10.5194/isprs-annals-XI-2-2026-775-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-775-2026, 2026
TS – Spatial Intelligence in the Wild
03 Jul 2026
JCFI: a composite index for RMLS-based shield tunnel segment joint recognition
Liying Wang, Ze You, Yiwei Yu, Yong Feng, and Chunxi Xie
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 783–792, https://doi.org/10.5194/isprs-annals-XI-2-2026-783-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-783-2026, 2026
TS – Large Language Models for Intelligent LiDAR Point Cloud Processing
03 Jul 2026
Multimodal Large Language Models to road inventory with non-photorealistic Point Cloud visualization
Horia Ameen, Mario Soilán, Henrique Lorenzo, and Jesús Balado
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 793–800, https://doi.org/10.5194/isprs-annals-XI-2-2026-793-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-793-2026, 2026
TS – AI-Augmented Photogrammetry - Bridging Learning-based Approaches and Classical Geometric-based 3D Methods
03 Jul 2026
CENS: A Coverage-Efficient Pixel Sampling Strategy for Enhancing NeRF-Generated Point Cloud Fidelity
Perpetual Hope Akwensi, Frederik Schulte, and Lukas Winiwarter
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 801–809, https://doi.org/10.5194/isprs-annals-XI-2-2026-801-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-801-2026, 2026
03 Jul 2026
Evaluating the Performance of 3D Vision Foundation Models for DSM Reconstruction from Satellite Images
Liupeng Su, Yuhao Ye, Han Hu, Zeyuan Dai, Qianrui Guo, Heyi Li, Yulin Ding, and Qing Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 811–820, https://doi.org/10.5194/isprs-annals-XI-2-2026-811-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-811-2026, 2026
03 Jul 2026
Assessing the Reconstruction Potential of 3D Vision Foundation Models for Oblique Photogrammetry
Junfan Wang, Feng Liu, Zhihao Jia, Han Hu, Min Chen, Xuming Ge, Ping Wen, Chong Wang, and Qing Zhu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 821–830, https://doi.org/10.5194/isprs-annals-XI-2-2026-821-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-821-2026, 2026
TS – Data-Centric Learning for Geospatial Data
03 Jul 2026
The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2
Olivier Dietrich, Merlin Alfredsson, Emilia Arens, Nando Metzger, Torben Peters, Linus Scheibenreif, Jan Dirk Wegner, and Konrad Schindler
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 831–838, https://doi.org/10.5194/isprs-annals-XI-2-2026-831-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-831-2026, 2026
03 Jul 2026
An assessment of data-centric methods for label noise identification in remote sensing data sets
Felix Kröber, Genc Hoxha, and Ribana Roscher
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 839–848, https://doi.org/10.5194/isprs-annals-XI-2-2026-839-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-839-2026, 2026
03 Jul 2026
Geolocation-Aware Pretraining Strategies for Globally Applicable Remote Sensing Foundation Models
Mojgan Madadikhaljan, Jonathan Prexl, and Michael Schmitt
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 849–856, https://doi.org/10.5194/isprs-annals-XI-2-2026-849-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-849-2026, 2026
03 Jul 2026
From Pixels to Semantics: Can a Single Instruction-Tuned VLM Unify Geospatial Building Analysis?
Guneet Mutreja, Harisankar Harikumar, Chaikal Amrullah, and Ksenia Bittner
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 857–864, https://doi.org/10.5194/isprs-annals-XI-2-2026-857-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-857-2026, 2026
TS – Earth Embeddings: Investigating Accurate and Accessible Deep Geospatial Feature Representations
03 Jul 2026
Utilising embeddings for maps of winter wheat and crop rotation in Henan China during 2018-2024
Ziwei Du, Keyi Rao, Chang Wu, Kexin Wang, Shixin Dong, and Zhaocong Wu
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 865–872, https://doi.org/10.5194/isprs-annals-XI-2-2026-865-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-865-2026, 2026
03 Jul 2026
Towards Improved Crop Type Classification: a Compact Embedding Approach Suitable for Small Fields
Madeline C. Lisaius, Andrew Blake, Clement Atzberger, and Srinivasan Keshav
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 873–880, https://doi.org/10.5194/isprs-annals-XI-2-2026-873-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-873-2026, 2026
03 Jul 2026
DESPINA: Synthesis of High-Fidelity Planetary Horizon Reconstructions Using DEM-Guided Diffusion
Adam Nelson-Archer, Raunak Sarbajna, and Christoph F. Eick
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 881–890, https://doi.org/10.5194/isprs-annals-XI-2-2026-881-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-881-2026, 2026
TS – From Photogrammetry, Remote Sensing, and AI to Climate Action
03 Jul 2026
Decadal Evolution of the Nansen Ice Shelf, Antarctica, from Historical Aerial Photography and Landsat Imagery
Yujie Bian, Yuan Cheng, and Philip Christopher Reid
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 891–896, https://doi.org/10.5194/isprs-annals-XI-2-2026-891-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-891-2026, 2026
03 Jul 2026
Automatic Levee Extraction along Rivers from High Resolution Terrain Models
Wilfried Karel, Carolina Damm, Martin Wenk, Markus Hollaus, and Norbert Pfeifer
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 897–905, https://doi.org/10.5194/isprs-annals-XI-2-2026-897-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-897-2026, 2026
03 Jul 2026
Urban Temperature Simulation for resilient City Planning based on a single High Resolution Satellite Stereo Data Scene
Thomas Krauss, Pablo d'Angelo, Erwin Lindermeir, Chiara Richiardi, and Markus Tum
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 907–914, https://doi.org/10.5194/isprs-annals-XI-2-2026-907-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-907-2026, 2026
TS – Learning Across Temporal and Spatial Scales
03 Jul 2026
Comparative Analysis of Dual-form Networks for Live Land Monitoring using Multi-modal Satellite Image Time Series
Iris Dumeur, Jérémy Anger, and Gabriele Facciolo
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 915–923, https://doi.org/10.5194/isprs-annals-XI-2-2026-915-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-915-2026, 2026
03 Jul 2026
Seasonality and Aerosol Optical Thickness Affect Landsat 7 and 8 Harmonization Performance
Galen Richardson, Anders Knudby, Elisha Richardson, and Wenjun Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 925–931, https://doi.org/10.5194/isprs-annals-XI-2-2026-925-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-925-2026, 2026
03 Jul 2026
Preface: Technical Commission II (Photogrammetry)
Alper Yilmaz, Jan Dirk Wegner, and Rongjun Qin
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-2-2026, 933–933, https://doi.org/10.5194/isprs-annals-XI-2-2026-933-2026,https://doi.org/10.5194/isprs-annals-XI-2-2026-933-2026, 2026
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