OOIR: Observatory of International Research

Papers

(The H4-Index of ISPRS Journal of Photogrammetry and Remote Sensing is 63. 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 2021-09-01 to 2025-09-01.)

Article	Citations
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	755
Editorial Board	355
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	309
HMSM-Net: Hierarchical multi-scale matching network for disparity estimation of high-resolution satellite stereo images	307
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	260
An improved methodology for quantifying pixel-scale entrance pupil irradiance of a Moon-based Earth radiation observatory	225
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	201
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	199
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	188
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	184
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	177
Feature matching for multi-epoch historical aerial images	167
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	151
Editorial Board	143
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	141
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	140
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	140
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	131
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	128
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	126
A survey on vision-based outdoor smoke detection techniques for environmental safety	125
Spatiotemporal distribution of labeled data can bias the validation and selection of supervised learning algorithms: A marine remote sensing example	125
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	124
Remote sensing image classification using an ensemble framework without multiple classifiers	123
A new East African satellite data validation station: Performance of the LSA-SAF all-weather land surface temperature product over a savannah biome	114

Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	106
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	106
Meta captioning: A meta learning based remote sensing image captioning framework	99
Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems	98
Advancements in satellite-based methane point source monitoring: A systematic review	93
PolyBuilding: Polygon transformer for building extraction	92
A full resolution deep learning network for paddy rice mapping using Landsat data	91
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	89
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	89
Influence of solar incidence angle on single-image photoclinometry for precision lunar topographic mapping	87
Digital taxonomist: Identifying plant species in community scientists’ photographs	83
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	83
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	83
Hourly mapping of surface air temperature by blending geostationary datasets from the two-satellite system of GOES-R series	82
Multimodal image matching: A scale-invariant algorithm and an open dataset	80
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	80
Gapless-REMA100: A gapless 100-m reference elevation model of Antarctica with voids filled by multi-source DEMs	80
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	77
Editorial Board	77
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	76
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	76
Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model	74
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	73
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	72
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	71
A continuous digital elevation representation model for DEM super-resolution	70
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	69
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	69
Discriminating Xylella fastidiosa from Verticillium dahliae infections in olive trees using thermal- and hyperspectral-based plant traits	69
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	68
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	67
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	67
Progressive split-merge super resolution for hyperspectral imagery with group attention and gradient guidance	67
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	66
Efficient structure from motion for UAV images via anchor-free parallel merging	64
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	63
Aligning semantic distribution in fusing optical and SAR images for land use classification	63
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	63
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	63