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ORCIDThomas 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, David S. Bolme, Regina Ferrell, Parisa R. Jesudasen, Carlos Domingo Castillo, Alice J. O'Toole:
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, Tim Gee:
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, Randall Wetherington:
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, Thomas P. Karnowski, Adam L. Anderson:
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, Deniz Aykac, Regina Ferrell, Jim Goddard, Austin Albright:
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, Jason M. Vann:
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, David S. Bolme, Alice J. O'Toole:
Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS). FG 2017: 378-385 - [c25]Steven R. Young, Derek C. Rose, J. Travis Johnston, William T. Heller, Thomas P. Karnowski, Thomas E. Potok, Robert M. Patton, Gabriel N. Perdue, Jonathan A. Miller:
Evolving Deep Networks Using HPC. MLHPC@SC 2017: 7:1-7:7 - [c24]Ryan A. Kerekes, Thomas P. Karnowski, Mike Kuhn, Michael Roy Moore, Brad Stinson, Ryan Tokola, Adam L. Anderson, Jason M. Vann:
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, Derek C. Rose, Thomas P. Karnowski, Seung-Hwan Lim, Robert M. Patton:
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, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
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, Desire Sidibé, Kedir M. Adal, Luca Giancardo, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. 37(5-6): 358-368 (2013) - [c20]Luca Giancardo, Thomas P. Karnowski, Kenneth W. Tobin, Fabrice Mériaudeau, Edward Chaum:
Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. CBMS 2013: 125-130 - [c19]Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
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, Edward Chaum, Fabrice Mériaudeau:
Exudate segmentation on retinal atlas space. ISPA 2013: 700-704 - [c17]Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau:
Automated detection of microaneurysms using robust blob descriptors. Computer-Aided Diagnosis 2013: 86700N - [c16]Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau:
Steerable wavelet transform for atlas based retinal lesion segmentation. Image Processing 2013: 86693D - 2012
- [j6]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Seema Garg, Kenneth W. Tobin, Edward Chaum:
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, Deniz Aykac, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Detecting flash artifacts in fundus imagery. EMBC 2012: 1442-1445 - 2011
- [j5]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Enrico Grisan, Paolo Favaro, Alfredo Ruggeri, Edward Chaum:
Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. IEEE Trans. Biomed. Eng. 58(3): 795-799 (2011) - [c14]Thomas P. Karnowski, Itamar Arel, Steven R. Young:
Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network. BICA 2011: 174-179 - [c13]Sridharan Kamalakannan, Christopher J. Mann, Philip R. Bingham, Thomas P. Karnowski, Shaun S. Gleason:
Automatic firearm class identification from cartridge cases. Image Processing: Machine Vision Applications 2011: 78770P - [c12]K. Devisetti, Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Edward Chaum:
Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. EMBC 2011: 3958-3961 - [c11]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
Microaneurysm detection with radon transform-based classification on retina images. EMBC 2011: 5939-5942 - [c10]Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Yaqin Li, T. Nichols, Kenneth W. Tobin, Edward Chaum:
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, Deniz Aykac, Luca Giancardo, Yaqin Li, T. Nichols, Kenneth W. Tobin, Edward Chaum:
Statistical characterization and segmentation of drusen in fundus images. EMBC 2011: 6236-6241 - [c8]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum:
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, Itamar Arel, Derek C. Rose:
Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA 2010: 883-888 - [c6]Steven R. Young, Itamar Arel, Thomas P. Karnowski, Derek C. Rose:
A Fast and Stable Incremental Clustering Algorithm. ITNG 2010: 204-209 - [c5]Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Yaqin Li, Edward Chaum:
Microaneurysms detection with the radon cliff operator in retinal fundus images. Image Processing 2010: 76230U
2000 – 2009
- 2007
- [j3]Kenneth W. Tobin, Edward Chaum, V. Priya Govindasamy, Thomas P. Karnowski:
Detection of Anatomic Structures in Human Retinal Imagery. IEEE Trans. Medical Imaging 26(12): 1729-1739 (2007) - 2006
- [c4]Thomas P. Karnowski, V. Priya Govindasamy, Kenneth W. Tobin, Edward Chaum:
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, Jeffery R. Price, Jonathan Wall:
Image-Based Informatics for Preclinical Biomedical Research. ISVC (2) 2006: 824-834 - [c2]Kenneth W. Tobin, Edward Chaum, V. Priya Govindasamy, Thomas P. Karnowski, Omer Sezer:
Characterization of the optic disc in retinal imagery using a probabilistic approach. Image Processing 2006: 61443F - 2005
- [c1]Kenneth W. Tobin, Budhendra L. Bhaduri, Eddie A. Bright, Anil M. Cheriyadat, Thomas P. Karnowski, Paul J. Palathingal, Thomas E. Potok, Jeffery R. Price:
Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis. ISVC 2005: 543-552 - 2004
- [j2]Philip R. Bingham, Jeffery R. Price, Kenneth W. Tobin, Thomas P. Karnowski:
Semiconductor sidewall shape estimation. J. Electronic Imaging 13(3): 474-485 (2004) - 2002
- [j1]Kenneth W. Tobin, Thomas P. Karnowski, Lloyd F. Arrowood, Regina K. Ferrell, James S. Goddard, Fred Lakhani:
Content-Based Image Retrieval for Semiconductor Process Characterization. EURASIP J. Adv. Signal Process. 2002(7): 704-713 (2002)
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