Thomas P. Karnowski

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 15

Top Topics

Diabetic Retinopathy

Lesion Segmentation

Automated Detection

Top Venues

Publications

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)
Deniz Aykac, Regina Ferrell, Nisha Srinivas, Thomas P. Karnowski
Methods and Comparisons Between Computer Vision and Radar Based Vehicle Location. IRIACV (2021)
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) (2021)
Kathy W. Hylton, J. Parker Mitchell, Blake Van Hoy, Thomas P. Karnowski
Experiments and Analysis for Measuring Mechanical Motion with Event Cameras. IRIACV (2021)
Deniz Aykac, Thomas P. Karnowski, Regina Ferrell, James S. Goddard
Detection and Characterization of Rumble Strips in Roadway Video Logs. IRIACV (2020)
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)
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) (2019)
Jeffrey R. Paone, Thomas P. Karnowski, Deniz Aykac, Regina Ferrell, Jim Goddard, Austin Albright
Investigating Camera Calibration Methods for Naturalistic Driving Studies. IRIACV (2019)
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 (2019)
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)
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)
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)
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)
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)
Bharathkumar Ramachandra, Krishna Karthik Gadiraju, Ranga Raju Vatsavai, Dale P. Kaiser, Thomas P. Karnowski
Detecting Extreme Events in Gridded Climate Data. ICCS (2016)
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)
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)
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) (2014)
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)
Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
Steerable wavelet transform for atlas based retinal lesion segmentation. Medical Imaging: Image Processing (2013)
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) (2013)
Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau
Automated detection of microaneurysms using robust blob descriptors. Medical Imaging: Computer-Aided Diagnosis (2013)
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)
Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau
Exudate segmentation on retinal atlas space. ISPA (2013)
Vincent C. Paquit, Thomas P. Karnowski, Deniz Aykac, Yaqin Li, Kenneth W. Tobin, Edward Chaum
Detecting flash artifacts in fundus imagery. EMBC (2012)
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) (2012)
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) (2011)
Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Y. Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. EMBC (2011)
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)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Y. Li, Kenneth W. Tobin, Edward Chaum
Automatic retina exudates segmentation without a manually labelled training set. ISBI (2011)
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)
Hector J. Santos-Villalobos, Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Y. Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
Statistical characterization and segmentation of drusen in fundus images. EMBC (2011)
Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Y. Li, Kenneth W. Tobin, Edward Chaum
Microaneurysm detection with radon transform-based classification on retina images. EMBC (2011)
Thomas P. Karnowski, Itamar Arel, Steven R. Young
Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network. BICA (2011)
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) (2010)
Steven R. Young, Itamar Arel, Thomas P. Karnowski, Derek C. Rose
A Fast and Stable Incremental Clustering Algorithm. ITNG (2010)
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. Medical Imaging: Image Processing (2010)
Thomas P. Karnowski, Itamar Arel, Derek C. Rose
Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA (2010)
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) (2007)
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)
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. Medical Imaging: Image Processing (2006)
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)
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)
Philip R. Bingham, Jeffery R. Price, Kenneth W. Tobin, Thomas P. Karnowski
Semiconductor sidewall shape estimation. J. Electronic Imaging 13 (3) (2004)
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) (2002)