
 | 
10 Jun 2024
             
         
    Rectilinear Building Footprint Regularization Using Deep Learning 
        
            Philipp Schuegraf, Zhixin Li, Jiaojiao Tian, Jie Shan, and Ksenia Bittner
        
            
            
            
            
            
        Related authors
        
            
            
                    
                        
                            
                            
                            
                                     
                                Building Segmentation and Modelling from Space-Borne and Aerial Imagery
                                Thomas Krauß, Ksenia Bittner, Pablo d’Angelo, Philipp Schuegraf, Peter Reinartz, and Rupert Müller
                                    Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-6-2025, 177–182, https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-177-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-177-2025, 2025
                             
                            
                            
                         
                     
                    
                    
                    
                    
             
    
            
                    
                        
                            
                            
                            
                                     
                                AIM2PC: Aerial Image to 3D Building Point Cloud Reconstruction
                                Soulaimene Turki, Daniel Panangian, Houda Chaabouni-Chouayakh, and Ksenia Bittner
                                    Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1477–1484, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1477-2025,https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1477-2025, 2025
                             
                            
                            
                         
                     
                    
                    
                    
                        
                            
                            
                            
                                     
                                Airborne Remote Sensing for Environmental and Disaster Management Applications
                                Veronika Gstaiger, Claas Köhler, Philipp Hochstaffl, Martin Bachmann, Raquel de los Reyes, Stefanie Holzwarth, Jiaojiao Tian, Peter Gege, Oliver Paxa, Thomas Krauss, Nina Merkle, and Franz Kurz
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-G-2025, 315–322, https://doi.org/10.5194/isprs-annals-X-G-2025-315-2025,https://doi.org/10.5194/isprs-annals-X-G-2025-315-2025, 2025
                             
                            
                            
                         
                     
                    
                        
                            
                            
                            
                                     
                                Building Segmentation and Modelling from Space-Borne and Aerial Imagery
                                Thomas Krauß, Ksenia Bittner, Pablo d’Angelo, Philipp Schuegraf, Peter Reinartz, and Rupert Müller
                                    Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-M-6-2025, 177–182, https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-177-2025,https://doi.org/10.5194/isprs-archives-XLVIII-M-6-2025-177-2025, 2025
                             
                            
                            
                         
                     
                    
                    
                    
                    
                        
                            
                            
                            
                                     
                                Comparing Deep Learning and MCWST Approaches for Individual Tree Crown Segmentation
                                Wen Fan, Jiaojiao Tian, Jonas Troles, Martin Döllerer, Mengistie Kindu, and Thomas Knoke
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-2024, 67–73, https://doi.org/10.5194/isprs-annals-X-1-2024-67-2024,https://doi.org/10.5194/isprs-annals-X-1-2024-67-2024, 2024
                             
                            
                            
                         
                     
                    
                    
                        
                            
                            
                            
                                     
                                GEOMETRIC EVALUATION OF GAOFEN-7 STEREO DATA
                                P. d’Angelo and J. Tian
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W1-2023, 805–811, https://doi.org/10.5194/isprs-annals-X-1-W1-2023-805-2023,https://doi.org/10.5194/isprs-annals-X-1-W1-2023-805-2023, 2023
                             
                            
                            
                         
                     
                    
                    
                    
                    
                        
                            
                            
                            
                                     
                                APPLICATION ORIENTED QUALITY EVALUATION OF GAOFEN-7 OPTICAL STEREO SATELLITE IMAGERY
                                J. Tian, X. Zhuo, X. Yuan, C. Henry, P. d’Angelo, and T. Krauss
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-1-2022, 145–152, https://doi.org/10.5194/isprs-annals-V-1-2022-145-2022,https://doi.org/10.5194/isprs-annals-V-1-2022-145-2022, 2022
                             
                            
                            
                         
                     
                    
                    
                        
                            
                            
                            
                                     
                                EXPLORING CROSS-CITY SEMANTIC SEGMENTATION OF ALS POINT CLOUDS
                                Y. Xie, K. Schindler, J. Tian, and X. X. Zhu
                                    Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2021, 247–254, https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-247-2021,https://doi.org/10.5194/isprs-archives-XLIII-B2-2021-247-2021, 2021
                             
                            
                            
                         
                     
                    
                    
                    
                    
                    
                        
                            
                            
                            
                                     
                                EARLY DETECTION OF FOREST DROUGHT STRESS WITH VERY HIGH RESOLUTION STEREO AND HYPERSPECTRAL IMAGERY
                                J. Tian, T. Schneider, C. Kempf, Y. Xia, M. Lusseau, J. Hill, E. Jachmann, and P. Reinartz
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-2-2020, 781–787, https://doi.org/10.5194/isprs-annals-V-2-2020-781-2020,https://doi.org/10.5194/isprs-annals-V-2-2020-781-2020, 2020
                             
                            
                            
                         
                     
                    
                    
                        
                            
                            
                            
                                     
                                EXPLORATION OF MUNICIPAL MOBILITY USING SMARTPHONE GPS DATA
                                X. Peng, C. Wang, K. Liu, A. Quinones, S. Li, and J. Shan
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-4-2020, 209–215, https://doi.org/10.5194/isprs-annals-V-4-2020-209-2020,https://doi.org/10.5194/isprs-annals-V-4-2020-209-2020, 2020
                             
                            
                            
                         
                     
                    
                        
                            
                            
                            
                                     
                                TREE DROUGHT STRESS DETECTION BASED ON 3D MODELLING
                                Y. Xia, J. Tian, P. d’Angelo, and P. Reinartz
                                    ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., IV-2-W7, 205–210, https://doi.org/10.5194/isprs-annals-IV-2-W7-205-2019,https://doi.org/10.5194/isprs-annals-IV-2-W7-205-2019, 2019