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Thomas P. Karnowski
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- affiliation: Oak Ridge National Laboratory, TN, USA
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2020 – today
- 2023
- [i3]Madeline Rachow, Thomas P. Karnowski, Alice J. O'Toole:
Identity masking effectiveness and gesture recognition: Effects of eye enhancement in seeing through the mask. CoRR abs/2301.08408 (2023) - 2022
- [c37]Thomas P. Karnowski, Deniz Aykac, Regina K. Ferrell, Christy Gambrell, Zachary L. Langford, Lauren Torkelson:
Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization. IRIACV 2022: 1-6 - 2021
- [j10]Kimberley D. Orsten-Hooge
, Asal Baragchizadeh, Thomas P. Karnowski
Evaluating Automated Face Identity-Masking Methods with Human Perception and a Deep Convolutional Neural Network. ACM Trans. Appl. Percept. 18(1): 3:1-3:20 (2021) - [c36]Deniz Aykac, Regina Ferrell, Nisha Srinivas, Thomas P. Karnowski:
Methods and Comparisons Between Computer Vision and Radar Based Vehicle Location. IRIACV 2021: 1-7 - [c35]Kathy W. Hylton, J. Parker Mitchell, Blake Van Hoy, Thomas P. Karnowski:
Experiments and Analysis for Measuring Mechanical Motion with Event Cameras. IRIACV 2021: 1-8 - [c34]Alex Liu, Andrew Boka, Asal Baragchizadeh, Chandini Muthukumar, Victoria Huang, Arjun Sarup, Regina Ferrell, Gerald Friedland, Thomas P. Karnowski, Meredith Lee, Alice J. O'Toole:
Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021. MediaEval 2021 - 2020
- [c33]Deniz Aykac, Thomas P. Karnowski, Regina Ferrell, James S. Goddard:
Detection and Characterization of Rumble Strips in Roadway Video Logs. IRIACV 2020: 1-8 - [c32]Thomas P. Karnowski, Ryan Tokola, Sean Oesch, Matthew Eicholtz, Jeff Price
Estimating Vehicle Fuel Economy from Overhead Camera Imagery and Application for Traffic Control. IRIACV 2020: 1-7 - [c31]Nageswara S. V. Rao, Christopher Greulich, Satyabrata Sen, Kenneth J. Dayman, Jason M. Hite, Will Ray, Richard Hale, Andrew D. Nicholson, Jared Johnson, Riley D. Hunley, Monica Maceira, Chengping Chai, Omar Marcillo, Tom Karnowski
Reactor Power Level Estimation by Fusing Multi-Modal Sensor Measurements. FUSION 2020: 1-8 - [c30]Sean Oesch, Rob Gillen, Tom Karnowski
An Integrated Platform for Collaborative Data Analytics. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2020: 648-653 - [i2]Sean Oesch, Rob Gillen, Tom Karnowski:
An Integrated Platform for Collaborative Data Analytics. CoRR abs/2012.09244 (2020)
2010 – 2019
- 2019
- [j9]Jason M. Vann
Classification of Unintended Radiated Emissions in a Multi-Device Environment. IEEE Trans. Smart Grid 10(5): 5506-5513 (2019) - [c29]Jeffrey R. Paone, Thomas P. Karnowski
Investigating Camera Calibration Methods for Naturalistic Driving Studies. IRIACV 2019: 1-9 - [i1]Kimberley D. Orsten-Hooge, Asal Baragchizadeh, Thomas P. Karnowski, David S. Bolme, Regina Ferrell, Parisa R. Jesudasen, Alice J. O'Toole:
Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception. CoRR abs/1902.06967 (2019) - 2018
- [c28]Adam L. Anderson, Steven R. Young, Thomas P. Karnowski
Deepmod: An Over-the-Air Trainable Machine Modem for Resilient PHY Layer Communications. MILCOM 2018: 213-218 - [c27]Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Don D. March, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Thomas P. Karnowski, Maxim A. Ziatdinov, Sergei V. Kalinin:
167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation. SC 2018: 50:1-50:11 - 2017
- [c26]Asal Baragchizadeh, Thomas P. Karnowski
Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS). FG 2017: 378-385 - [c25]Steven R. Young
Evolving Deep Networks Using HPC. MLHPC@SC 2017: 7:1-7:7 - [c24]Ryan A. Kerekes, Thomas P. Karnowski
Vehicle Classification and Identification Using Multi-Modal Sensing and Signal Learning. VTC Spring 2017: 1-5 - 2016
- [c23]Bharathkumar Ramachandra, Krishna Karthik Gadiraju, Ranga Raju Vatsavai, Dale P. Kaiser, Thomas P. Karnowski:
Detecting Extreme Events in Gridded Climate Data. ICCS 2016: 2397-2401 - 2015
- [c22]Jeffrey R. Paone, David S. Bolme, Regina Ferrell, Deniz Aykac, Thomas P. Karnowski
Baseline face detection, head pose estimation, and coarse direction detection for facial data in the SHRP2 naturalistic driving study. Intelligent Vehicles Symposium 2015: 174-179 - [c21]Steven R. Young
Optimizing deep learning hyper-parameters through an evolutionary algorithm. MLHPC@SC 2015: 4:1-4:5 - 2014
- [j8]Kedir M. Adal, Désiré Sidibé, Sharib Ali
Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. Comput. Methods Programs Biomed. 114(1): 1-10 (2014) - 2013
- [j7]Sharib Ali
Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. 37(5-6): 358-368 (2013) - [c20]Luca Giancardo
Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. CBMS 2013: 125-130 - [c19]Thomas P. Karnowski
Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study. EMBC 2013: 7140-7143 - [c18]Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski
Exudate segmentation on retinal atlas space. ISPA 2013: 700-704 - [c17]Kedir M. Adal, Sharib Ali
Automated detection of microaneurysms using robust blob descriptors. Medical Imaging: Computer-Aided Diagnosis 2013: 86700N - [c16]Sharib Ali
Steerable wavelet transform for atlas based retinal lesion segmentation. Medical Imaging: Image Processing 2013: 86693D - 2012
- [j6]Luca Giancardo
Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. Medical Image Anal. 16(1): 216-226 (2012) - [c15]Vincent C. Paquit, Thomas P. Karnowski
Detecting flash artifacts in fundus imagery. EMBC 2012: 1442-1445 - 2011
- [j5]Luca Giancardo
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. IEEE Trans. Biomed. Eng. 58(3): 795-799 (2011) - [c14]Thomas P. Karnowski
Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network. BICA 2011: 174-179 - [c13]Sridharan Kamalakannan
Automatic firearm class identification from cartridge cases. Image Processing: Machine Vision Applications 2011: 78770P - [c12]K. Devisetti, Thomas P. Karnowski
Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. EMBC 2011: 3958-3961 - [c11]Luca Giancardo
Microaneurysm detection with radon transform-based classification on retina images. EMBC 2011: 5939-5942 - [c10]Thomas P. Karnowski
Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. EMBC 2011: 5959-5964 - [c9]Hector J. Santos-Villalobos, Thomas P. Karnowski
Statistical characterization and segmentation of drusen in fundus images. EMBC 2011: 6236-6241 - [c8]Luca Giancardo
Automatic retina exudates segmentation without a manually labelled training set. ISBI 2011: 1396-1400 - 2010
- [j4]Itamar Arel, Derek C. Rose, Thomas P. Karnowski
Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]. IEEE Comput. Intell. Mag. 5(4): 13-18 (2010) - [c7]Thomas P. Karnowski
Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA 2010: 883-888 - [c6]Steven R. Young
A Fast and Stable Incremental Clustering Algorithm. ITNG 2010: 204-209 - [c5]Luca Giancardo
Microaneurysms detection with the radon cliff operator in retinal fundus images. Medical Imaging: Image Processing 2010: 76230U
2000 – 2009
- 2007
- [j3]Kenneth W. Tobin
Detection of Anatomic Structures in Human Retinal Imagery. IEEE Trans. Medical Imaging 26(12): 1729-1739 (2007) - 2006
- [c4]Thomas P. Karnowski
Locating the Optic Nerve in Retinal Images: Comparing Model-Based and Bayesian Decision Methods. EMBC 2006: 4436-4439 - [c3]Kenneth W. Tobin, Deniz Aykac, V. Priya Govindasamy, Shaun S. Gleason, Jens Gregor, Thomas P. Karnowski
Image-Based Informatics for Preclinical Biomedical Research. ISVC (2) 2006: 824-834 - [c2]Kenneth W. Tobin
Characterization of the optic disc in retinal imagery using a probabilistic approach. Medical Imaging: Image Processing 2006: 61443F - 2005
- [c1]Kenneth W. Tobin
Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis. ISVC 2005: 543-552 - 2004
- [j2]Philip R. Bingham
Semiconductor sidewall shape estimation. J. Electronic Imaging 13(3): 474-485 (2004) - 2002
- [j1]Kenneth W. Tobin
Content-Based Image Retrieval for Semiconductor Process Characterization. EURASIP J. Adv. Signal Process. 2002(7): 704-713 (2002)
Coauthor Index
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