OOIR: Observatory of International Research

Papers

(The H4-Index of ISPRS Journal of Photogrammetry and Remote Sensing is 74. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Editorial Board	1277
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	552
Editorial Board	389
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	295
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	268
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	233
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	230
Global mapping of tidal wetlands and adjacent environments using tidal analysis and multi-source Earth observations	218
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	197
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	192
Editorial Board	185
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	178
LiDAR remote sensing meets weak supervision: Concepts, methods, and perspectives	176
Advancements in satellite-based methane point source monitoring: A systematic review	171
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	145
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	141
Remote sensing image classification using an ensemble framework without multiple classifiers	133
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	132
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	129
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	127
UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard	124
PolyBuilding: Polygon transformer for building extraction	123
A full resolution deep learning network for paddy rice mapping using Landsat data	119
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	119
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	118

DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	117
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	111
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	111
Robust detector-free multimodal image matching based on visual model guidance and gated attention	110
Uncertainty quantification framework for aerial and UAV photogrammetry through error propagation	109
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	109
Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation	108
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	105
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	104
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	101
Land use classification over smallholding areas in the European Common Agricultural Policy framework	99
Editorial Board	99
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	98
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	97
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	97
A feature selection method for multimodal multispectral LiDAR sensing	97
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	97
Global urban high-resolution scene classification via uncertainty-aware domain generalization	95
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	94
A continuous digital elevation representation model for DEM super-resolution	93
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	90
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	90
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	89
EnBoT-SORT: Hierarchical fusion-association tracking with pseudo-sample generation for dense thermal infrared UAVs	88
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	88
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	87
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	87
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	87
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	86
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	85
SP-KAN: Sparse-sine perception Kolmogorov–Arnold networks for infrared small target detection	83
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	83
Fuse only what matters: Degeneracy-aware multi-sensor fusion for LiDAR-Inertial-Visual SLAM	81
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	81
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	81
Efficient structure from motion for UAV images via anchor-free parallel merging	81
Aligning semantic distribution in fusing optical and SAR images for land use classification	81
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	80
Geo-R1: Improving few-shot geospatial referring expression understanding with reinforcement fine-tuning	80
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	79
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	79
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	78
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	78
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	77
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	77
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	77
Quantifying the impact of urban trees on land surface temperature in global cities	77
Multimodal image matching: A scale-invariant algorithm and an open dataset	76
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	75
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	74

Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping