OOIR: Observatory of International Research

Papers

(The H4-Index of ISPRS Journal of Photogrammetry and Remote Sensing is 66. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Editorial Board	832
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	376
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	343
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	289
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	236
Meta captioning: A meta learning based remote sensing image captioning framework	225
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	212
Remote sensing image classification using an ensemble framework without multiple classifiers	208
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	200
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	180
Advancements in satellite-based methane point source monitoring: A systematic review	165
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	158
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	156
Editorial Board	154
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	148
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	142
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	138
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	136
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	135
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	135
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	121
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	119
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	117
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	115
Feature matching for multi-epoch historical aerial images	105

MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	104
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	104
PolyBuilding: Polygon transformer for building extraction	102
A survey on vision-based outdoor smoke detection techniques for environmental safety	97
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	97
A full resolution deep learning network for paddy rice mapping using Landsat data	96
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	95
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	94
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	92
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	89
Efficient structure from motion for UAV images via anchor-free parallel merging	88
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	87
A feature selection method for multimodal multispectral LiDAR sensing	85
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	84
Digital taxonomist: Identifying plant species in community scientists’ photographs	83
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	83
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	82
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	81
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	81
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	81
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	79
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	79
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	78
Multimodal image matching: A scale-invariant algorithm and an open dataset	78
Editorial Board	78
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	77
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	77
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	74
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	74
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	72
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	72
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	71
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	70
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	70
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	69
A continuous digital elevation representation model for DEM super-resolution	69
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	69
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	67
Aligning semantic distribution in fusing optical and SAR images for land use classification	66
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	66
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	66
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	66
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	66