Nathan Jacobs
Orcid: 0000-0002-4242-8967Affiliations:
- University of Kentucky, Lexington, KY, USA
According to our database1,
Nathan Jacobs
authored at least 147 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on orcid.org
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on github.com
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Bibliography
2024
Unveiling Roadway Hazards: Enhancing Fatal Crash Risk Estimation Through Multiscale Satellite Imagery and Self-Supervised Cross-Matching.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation.
CoRR, 2024
MCPDepth: Omnidirectional Depth Estimation via Stereo Matching from Multi-Cylindrical Panoramas.
CoRR, 2024
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Aligning Geo-Tagged Clip Representations and Satellite Imagery for Few-Shot Land Use Classification.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-supervised Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Eroding Trust in Aerial Imagery: Comprehensive Analysis and Evaluation of Adversarial Attacks in Geospatial Systems.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023
2022
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging.
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Inf. Forensics Secur., 2022
Development of CNN models for the enteral feeding tube positioning assessment on a small scale data set.
BMC Medical Imaging, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Advit: Vision Transformer On Multi-Modality Pet Images For Alzheimer Disease Diagnosis.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
IEEE Geosci. Remote. Sens. Lett., 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Multi-Modal Data Analysis for Alzheimer's Disease Diagnosis: An Ensemble Model Using Imagery and Genetic Features.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate.
CoRR, 2020
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification.
CoRR, 2020
Unsupervised Domain Adaptation for Mammogram Image Classification: A Promising Tool for Model Generalization.
CoRR, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 31st British Machine Vision Conference 2020, 2020
Proceedings of the 31st British Machine Vision Conference 2020, 2020
2019
Signal Process. Image Commun., 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
GANai: Standardizing CT Images using Generative Adversarial Network with Alternative Improvement.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019
2018
Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees.
CoRR, 2018
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
A weakly supervised approach for estimating spatial density functions from high-resolution satellite imagery.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
Signal Process. Image Commun., 2016
CoRR, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the British Machine Vision Conference 2016, 2016
Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016
2015
Comput. Vis. Image Underst., 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Shadow Estimation Method for "The Episolar Constraint: Monocular Shape from Shadow Correspondence"
CoRR, 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Proceedings of the Seventh International Conference on Distributed Smart Cameras, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the 18th International Conference on Computer Games: AI, 2013
2012
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012
2011
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010
2009
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
Proceedings of the 2009 IEEE Applied Imagery Pattern Recognition Workshop, 2009
Proceedings of the 2009 IEEE Applied Imagery Pattern Recognition Workshop, 2009
2008
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008
2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2002
Proceedings of the Digital Libraries: People, 2002