The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Download
Citation
Share
Articles | Volume XLIX-B2-2026
https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1319-2026
https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-1319-2026
23 Jul 2026
 | 23 Jul 2026

SceneReasoner: Decoupled Spatial Tokenization for Indoor Large-Scene Understanding with LLMs

Bohang Shi, Shengjun Tang, Xiaoming Li, Weixi Wang, Linfu Xie, and Baoding Zhou

Related authors

Fine-Grained Urban Low-Altitude Airspace Gridding with Dynamic Event Response and Vertical Air-Route Corridors
Leyang Zhao, Hang Mei, Xing Lin, Weixi Wang, Xiaoming Li, Sichang Wang, Lei Han, Yang Zhao, and Ding Ma
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 611–619, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-611-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-611-2026, 2026
VISTA-GS: MVS-Guided Virtual View Augmentation for Sparse-View 3D Gaussian Splatting
Hongsheng Huang, Yaxin Li, Shengjun Tang, Siqi Du, Mostafa Mahmoud, Mahmoud Adham, and Wu Chen
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 421–427, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-421-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-421-2026, 2026
MUSF-SSA: Multi-Scale Umbrella Feature with Spatial Self-Attention Model for Semantic Segmentation of Point Clouds
Linfu Xie, Rutao Zhang, Tianyi Xu, Weixi Wang, Xiaoming Li, Shengjun Tang, and Renzhong Guo
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 297–304, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-297-2026,https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-297-2026, 2026
Hybrid Explicit–Implicit Dense Mapping with Quality-Guided Refinement and Residual Feedback
Xing Lin, Leyang Zhao, Weixi Wang, Yizhen Yan, Rui Yuan, Zirui Liu, Junjie Huang, and Hao Zhang
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B1-2026, 389–396, https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-389-2026,https://doi.org/10.5194/isprs-archives-XLIX-B1-2026-389-2026, 2026
Deformation Monitoring and Analysis of Railway Bridges Integrating Time-Series InSAR and Finite-Element Modeling
Xiaoqiong Qin, Qingbo Ma, Chisheng Wang, Linfu Xie, and Xiangsheng Chen
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., XI-3-2026, 455–459, https://doi.org/10.5194/isprs-annals-XI-3-2026-455-2026,https://doi.org/10.5194/isprs-annals-XI-3-2026-455-2026, 2026