2025
BRepFormer: Transformer-Based B-rep Geometric Feature Recognition.
CoRR, April, 2025
Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression.
CoRR, March, 2025
Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels.
IEEE Trans. Geosci. Remote. Sens., 2025
BANet: A bilateral attention network for extracting changed buildings between remote sensing imagery and cadastral maps.
Int. J. Appl. Earth Obs. Geoinformation, 2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
LPCG: A Self-conditional Architecture for Labeled Point Cloud Generation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Hybrid Quantum-Classical Convolutional Neural Network Model for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., December, 2024
Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects.
IEEE Trans. Geosci. Remote. Sens., 2024
Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark.
IEEE Trans. Geosci. Remote. Sens., 2024
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024
HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion.
IEEE Trans. Geosci. Remote. Sens., 2024
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes.
IEEE Trans. Geosci. Remote. Sens., 2024
Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Fourth-order compact block-centered splitting domain decomposition method for parabolic equations.
J. Comput. Appl. Math., 2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation.
CoRR, 2024
Physics-embedded Fourier Neural Network for Partial Differential Equations.
CoRR, 2024
On the Foundations of Earth and Climate Foundation Models.
CoRR, 2024
Global OpenBuildingMap - Unveiling the Mystery of Global Buildings.
CoRR, 2024
Large-scale flood modeling and forecasting with FloodCast.
CoRR, 2024
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Rethinking Cell Counting Methods: Decoupling Counting and Localization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks.
Proceedings of the Applications of Medical Artificial Intelligence, 2024
UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation.
Proceedings of the Foundation Models for General Medical AI, 2024
Densely Arranged Ship Detection in SAR Images Based on Cluster Detection.
Proceedings of the IGARSS 2024, 2024
Disentangling Semi-Supervised Semantic Segmentation of Remote Sensing Images.
Proceedings of the IGARSS 2024, 2024
Building Attributes Recognition with Noisy and Incomplete Labels.
Proceedings of the IGARSS 2024, 2024
Learning Building Energy Efficiency with Semantic Attributes.
Proceedings of the IGARSS 2024, 2024
Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization.
Proceedings of the Computer Vision - ECCV 2024, 2024
Urban Land Cover Classification with Efficient Hybrid Quantum Machine Learning Model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
3DCentripetalNet: Building height retrieval from monocular remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023
SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Universal Domain Adaptation for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation.
IEEE Trans. Geosci. Remote. Sens., 2023
AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology.
CoRR, 2023
Self-supervised Domain-agnostic Domain Adaptation for Satellite Images.
CoRR, 2023
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds.
CoRR, 2023
High Quality Large-Scale 3-D Urban Mapping with Multi-Master TomoSAR.
CoRR, 2023
Building Footprint Extraction with Graph Convolutional Network.
CoRR, 2023
MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer.
CoRR, 2023
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark.
CoRR, 2023
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images.
Proceedings of the Joint Urban Remote Sensing Event, 2023
UCDFormer: Unsupervised Change Detection Using Real-time Transformers.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Semi-supervised segmentation of individual buildings from SAR imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Urban Land Cover Classification from Sentinel-2 Images with Quantum-Classical Network.
Proceedings of the Joint Urban Remote Sensing Event, 2023
Long-tailed Regression with Ensembles for Monocular Height Estimation from Single Remote Sensing Images.
Proceedings of the Joint Urban Remote Sensing Event, 2023
DisasterNets: Embedding Machine Learning in Disaster Mapping.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Multi-Modal Multi-Task Learning for Semantic Segmentation of Land Cover Under Cloudy Conditions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Roof Superstructure Detection from Aerial Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Mobility Aware and Traffic Driven Neighbor Discovery For FANET.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
MOSI APP - A Motion Cueing Application to Mitigate Car Sickness While Performing Non-driving Task.
Proceedings of the HCI in Mobility, Transport, and Automotive Systems, 2023
2022
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.
IEEE Trans. Image Process., 2022
γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-Resolving SAR Tomography.
IEEE Trans. Geosci. Remote. Sens., 2022
Semi-Supervised Building Footprint Generation With Feature and Output Consistency Training.
IEEE Trans. Geosci. Remote. Sens., 2022
Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation.
IEEE Trans. Geosci. Remote. Sens., 2022
Lebanon Solar Rooftop Potential Assessment Using Buildings Segmentation From Aerial Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery.
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IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization.
Remote. Sens., 2022
EarthNets: Empowering AI in Earth Observation.
CoRR, 2022
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery.
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CoRR, 2022
Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery.
CoRR, 2022
Disentangled Latent Transformer for Interpretable Monocular Height Estimation.
CoRR, 2022
Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape.
Int. J. Appl. Earth Obs. Geoinformation, 2022
CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Domain-Agnostic Domain Adaption for Building Footprint Extraction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Building Type Classification with Incomplete Labels.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Complex-Valued Sparse Long Short-Term Memory Unit with Application to Super-Resolving SAR Tomography.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Feature and Output Consistency Training for Semi-Supervised Building Footprint Generation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Earth Observation Data Classification with Quantum-Classical Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
On the Generalization of the Semantic Segmentation Model for Landslide Detection.
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
2021
High Order Compact Block-Centered Finite Difference Schemes for Elliptic and Parabolic Problems.
J. Sci. Comput., 2021
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation.
CoRR, 2021
Solar Potential Assessment using Multi-Class Buildings Segmentation from Aerial Images.
CoRR, 2021
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.
CoRR, 2021
Generation of Large Scale 3-D City Models Using Insar and Optical Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Super-Resolving Sar Tomography Using Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
End-to-End Semantic Segmentation and Boundary Regularization of Buildings from Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
SAR Tomography at the Limit: Building Height Reconstruction Using Only 3-5 TanDEM-X Bistatic Interferograms.
IEEE Trans. Geosci. Remote. Sens., 2020
Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF).
IEEE Trans. Geosci. Remote. Sens., 2020
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network.
Remote. Sens., 2020
Ready, Steady, Touch!: Sensing Physical Contact with a Finger-Mounted IMU.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding.
CoRR, 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF).
CoRR, 2020
Building Extraction by Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Instance Segmentation of Buildings Using Keypoints.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
waveSense: Low Power Voxel-tracking Technique for Resource Limited Devices.
Proceedings of the Augmented Humans International Conference, 2020
VersaTouch: A Versatile Plug-and-Play System that Enables Touch Interactions on Everyday Passive Surfaces.
Proceedings of the Augmented Humans International Conference, 2020
GymSoles++: Using Smart Wearbales to Improve Body Posture when Performing Squats and Dead-Lifts.
Proceedings of the Augmented Humans International Conference, 2020
2019
Nonlocal Compressive Sensing-Based SAR Tomography.
IEEE Trans. Geosci. Remote. Sens., 2019
Building Footprint Generation Using Improved Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2019
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification.
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CoRR, 2019
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding.
CoRR, 2019
BFGAN - building footprint extraction from satellite images.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X Interferograms.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Building Footprint Extraction with Graph Convolutional Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Non-Local SAR Tomography for Large-Scale Urban Mapping.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
A Fast and Accurate Basis Pursuit Denoising Algorithm With Application to Super-Resolving Tomographic SAR.
IEEE Trans. Geosci. Remote. Sens., 2018
Spaceborne Staring Spotlight SAR Tomography - A First Demonstration With TerraSAR-X.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Non-Local Compressive Sensing Based SAR Tomography.
CoRR, 2018
SAR Tomography Using Non-Local Sparse Reconstruction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
GestAKey: Touch Interaction on Individual Keycaps.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
GestAKey: Get More Done with Just-a-Key on a Keyboard.
Proceedings of the Adjunct Publication of the 30th Annual ACM Symposium on User Interface Software and Technology, 2017
2016
waveSense: Ultra Low Power Gesture Sensing Based on Selective Volumetric Illumination.
Proceedings of the 29th Annual Symposium on User Interface Software and Technology, 2016
AmbioTherm: Simulating Ambient Temperatures and Wind Conditions in VR Environments.
Proceedings of the 29th Annual Symposium on User Interface Software and Technology, 2016
2015
Optimized parallelization of non-local means filter for image noise reduction of InSAR image.
Proceedings of the IEEE International Conference on Information and Automation, 2015
2014
Beyond the 12m TanDEM-X DEM.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2012
Operational TomoSAR processing using TerraSAR-X high resolution spotlight stacks from multiple view angles.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012