OOIR: Observatory of International Research

Papers

(The H4-Index of ISPRS Journal of Photogrammetry and Remote Sensing is 68. 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 2021-05-01 to 2025-05-01.)

Article	Citations
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	592
Editorial Board	311
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	284
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	237
Registration of multi-platform point clouds using edge detection for rockfall monitoring	223
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	207
Robust detection of non-overlapping ellipses from points with applications to circular target extraction in images and cylinder detection in point clouds	202
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	198
Feature matching for multi-epoch historical aerial images	175
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	168
A full resolution deep learning network for paddy rice mapping using Landsat data	165
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	163
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	151
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	148
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	143
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	143
Meta captioning: A meta learning based remote sensing image captioning framework	133
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	132
Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems	129
Remote sensing image classification using an ensemble framework without multiple classifiers	122
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	121
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	119
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	118
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	116
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	114

PolyBuilding: Polygon transformer for building extraction	113
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	111
A survey on vision-based outdoor smoke detection techniques for environmental safety	107
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	106
A hierarchical deep learning framework for the consistent classification of land use objects in geospatial databases	106
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	105
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	102
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	100
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	98
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	94
A feature selection method for multimodal multispectral LiDAR sensing	89
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	88
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	88
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	88
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	85
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	84
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	83
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	81
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	81
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	80
Editorial Board	79
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	77
Efficient structure from motion for UAV images via anchor-free parallel merging	76
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	76
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	75
Quantifying the impact of urban trees on land surface temperature in global cities	74
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	74
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	74
Digital taxonomist: Identifying plant species in community scientists’ photographs	74
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	74
An enhanced pixel-based phenological feature for accurate paddy rice mapping with Sentinel-2 imagery in Google Earth Engine	73
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	73
A continuous digital elevation representation model for DEM super-resolution	73
Land use classification over smallholding areas in the European Common Agricultural Policy framework	73
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	72
Mapping landscape canopy nitrogen content from space using PRISMA data	72
Aligning semantic distribution in fusing optical and SAR images for land use classification	71
Multimodal image matching: A scale-invariant algorithm and an open dataset	70
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	70
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	69
Discriminating Xylella fastidiosa from Verticillium dahliae infections in olive trees using thermal- and hyperspectral-based plant traits	69
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	68
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	68