Thomas P. Karnowski
Orcid: 0000-0002-0376-4917Affiliations:
- Oak Ridge National Laboratory, TN, USA
According to our database1,
Thomas P. Karnowski
authored at least 49 papers
between 2002 and 2023.
Collaborative distances:
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Bibliography
2023
Identity masking effectiveness and gesture recognition: Effects of eye enhancement in seeing through the mask.
CoRR, 2023
2022
Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2022, 2022
2021
Evaluating Automated Face Identity-Masking Methods with Human Perception and a Deep Convolutional Neural Network.
ACM Trans. Appl. Percept., 2021
Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021
2020
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
Estimating Vehicle Fuel Economy from Overhead Camera Imagery and Application for Traffic Control.
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2020, 2020
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2020, 2020
2019
IEEE Trans. Smart Grid, 2019
Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception.
CoRR, 2019
Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019
2018
167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation.
Proceedings of the International Conference for High Performance Computing, 2018
Deepmod: An Over-the-Air Trainable Machine Modem for Resilient PHY Layer Communications.
Proceedings of the 2018 IEEE Military Communications Conference, 2018
2017
Vehicle Classification and Identification Using Multi-Modal Sensing and Signal Learning.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017
Proceedings of the Machine Learning on HPC Environments, 2017
Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS).
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
2016
Proceedings of the International Conference on Computational Science 2016, 2016
2015
Proceedings of the Workshop on Machine Learning in High-Performance Computing Environments, 2015
Baseline face detection, head pose estimation, and coarse direction detection for facial data in the SHRP2 naturalistic driving study.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015
2014
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning.
Comput. Methods Programs Biomed., 2014
2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets.
Medical Image Anal., 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
IEEE Trans. Biomed. Eng., 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the Image Processing: Machine Vision Applications IV, 2011
Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network.
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011
2010
Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier].
IEEE Comput. Intell. Mag., 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2007
IEEE Trans. Medical Imaging, 2007
2006
Characterization of the optic disc in retinal imagery using a probabilistic approach.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
Locating the Optic Nerve in Retinal Images: Comparing Model-Based and Bayesian Decision Methods.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the Advances in Visual Computing, First International Symposium, 2005
2004
2002
EURASIP J. Adv. Signal Process., 2002