Thomas P. Karnowski

47 papers A 1B 6C 2Misc 2Journal 12Unranked 24

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Identity masking effectiveness and gesture recognition: Effects of eye enhancement in seeing through the mask. CoRR Madeline Rachow, Thomas P. Karnowski, Alice J. O'Toole
2022	—	`conf`	Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization. IRIACV Thomas P. Karnowski, Deniz Aykac, Regina K. Ferrell, Christy Gambrell, Zachary L. Langford, Lauren Torkelson
2021	J	`jnl`	Evaluating Automated Face Identity-Masking Methods with Human Perception and a Deep Convolutional Neural Network. ACM Trans. Appl. Percept. Kimberley D. Orsten-Hooge, Asal Baragchizadeh, Thomas P. Karnowski, David S. Bolme, Regina Ferrell, Parisa R. Jesudasen, Carlos Domingo Castillo, Alice J. O'Toole
2021	—	`conf`	Experiments and Analysis for Measuring Mechanical Motion with Event Cameras. IRIACV Kathy W. Hylton, J. Parker Mitchell, Blake Van Hoy, Thomas P. Karnowski
2021	—	`conf`	Methods and Comparisons Between Computer Vision and Radar Based Vehicle Location. IRIACV Deniz Aykac, Regina Ferrell, Nisha Srinivas, Thomas P. Karnowski
2021	—	`conf`	Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021. MediaEval 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
2020	—	`conf`	Detection and Characterization of Rumble Strips in Roadway Video Logs. IRIACV Deniz Aykac, Thomas P. Karnowski, Regina Ferrell, James S. Goddard
2020	—	`conf`	Estimating Vehicle Fuel Economy from Overhead Camera Imagery and Application for Traffic Control. IRIACV Thomas P. Karnowski, Ryan Tokola, Sean Oesch, Matthew Eicholtz, Jeff Price, Tim Gee
2019	J	`jnl`	Classification of Unintended Radiated Emissions in a Multi-Device Environment. IEEE Trans. Smart Grid Jason M. Vann, Thomas P. Karnowski, Adam L. Anderson
2019	J	`jnl`	Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception. CoRR Kimberley D. Orsten-Hooge, Asal Baragchizadeh, Thomas P. Karnowski, David S. Bolme, Regina Ferrell, Parisa R. Jesudasen, Alice J. O'Toole
2019	—	`conf`	Investigating Camera Calibration Methods for Naturalistic Driving Studies. IRIACV Jeffrey R. Paone, Thomas P. Karnowski, Deniz Aykac, Regina Ferrell, Jim Goddard, Austin Albright
2018	A	`conf`	167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation. SC 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
2018	—	`conf`	Deepmod: An Over-the-Air Trainable Machine Modem for Resilient PHY Layer Communications. MILCOM Adam L. Anderson, Steven R. Young, Thomas P. Karnowski, Jason M. Vann
2017	B	`conf`	Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS). FG Asal Baragchizadeh, Thomas P. Karnowski, David S. Bolme, Alice J. O'Toole
2017	—	`conf`	Evolving Deep Networks Using HPC. MLHPC@SC 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
2017	—	`conf`	Vehicle Classification and Identification Using Multi-Modal Sensing and Signal Learning. VTC Spring Ryan A. Kerekes, Thomas P. Karnowski, Mike Kuhn, Michael Roy Moore, Brad Stinson, Ryan Tokola, Adam L. Anderson, Jason M. Vann
2016	Misc	`conf`	Detecting Extreme Events in Gridded Climate Data. ICCS Bharathkumar Ramachandra, Krishna Karthik Gadiraju, Ranga Raju Vatsavai, Dale P. Kaiser, Thomas P. Karnowski
2015	B	`conf`	Baseline face detection, head pose estimation, and coarse direction detection for facial data in the SHRP2 naturalistic driving study. Intelligent Vehicles Symposium Jeffrey R. Paone, David S. Bolme, Regina Ferrell, Deniz Aykac, Thomas P. Karnowski
2015	—	`conf`	Optimizing deep learning hyper-parameters through an evolutionary algorithm. MLHPC@SC Steven R. Young, Derek C. Rose, Thomas P. Karnowski, Seung-Hwan Lim, Robert M. Patton
2014	J	`jnl`	Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. Comput. Methods Programs Biomed. Kedir M. Adal, Désiré Sidibé, Sharib Ali, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
2013	—	`conf`	Automated detection of microaneurysms using robust blob descriptors. Computer-Aided Diagnosis Kedir M. Adal, Sharib Ali, Désiré Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau
2013	C	`conf`	Exudate segmentation on retinal atlas space. ISPA Sharib Ali, Kedir M. Adal, Desire Sidibé, Thomas P. Karnowski, Edward Chaum, Fabrice Mériaudeau
2013	—	`conf`	Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study. EMBC Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Kenneth W. Tobin, Edward Chaum
2013	J	`jnl`	Statistical atlas based exudate segmentation. Comput. Medical Imaging Graph. Sharib Ali, Desire Sidibé, Kedir M. Adal, Luca Giancardo, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
2013	B	`conf`	Steerable wavelet transform for atlas based retinal lesion segmentation. Image Processing Sharib Ali, Kedir M. Adal, Désiré Sidibé, Edward Chaum, Thomas P. Karnowski, Fabrice Mériaudeau
2013	B	`conf`	Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. CBMS Luca Giancardo, Thomas P. Karnowski, Kenneth W. Tobin, Fabrice Mériaudeau, Edward Chaum
2012	—	`conf`	Detecting flash artifacts in fundus imagery. EMBC Vincent C. Paquit, Thomas P. Karnowski, Deniz Aykac, Yaqin Li, Kenneth W. Tobin, Edward Chaum
2012	J	`jnl`	Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. Medical Image Anal. Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Seema Garg, Kenneth W. Tobin, Edward Chaum
2011	—	`conf`	Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. EMBC Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Yaqin Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
2011	—	`conf`	Automatic firearm class identification from cartridge cases. Image Processing: Machine Vision Applications Sridharan Kamalakannan, Christopher J. Mann, Philip R. Bingham, Thomas P. Karnowski, Shaun S. Gleason
2011	—	`conf`	Automatic retina exudates segmentation without a manually labelled training set. ISBI Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum
2011	—	`conf`	Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. EMBC K. Devisetti, Thomas P. Karnowski, Luca Giancardo, Yaqin Li, Edward Chaum
2011	—	`conf`	Microaneurysm detection with radon transform-based classification on retina images. EMBC Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Yaqin Li, Kenneth W. Tobin, Edward Chaum
2011	—	`conf`	Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network. BICA Thomas P. Karnowski, Itamar Arel, Steven R. Young
2011	—	`conf`	Statistical characterization and segmentation of drusen in fundus images. EMBC Hector J. Santos-Villalobos, Thomas P. Karnowski, Deniz Aykac, Luca Giancardo, Yaqin Li, T. Nichols, Kenneth W. Tobin, Edward Chaum
2011	J	`jnl`	Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. IEEE Trans. Biomed. Eng. Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Enrico Grisan, Paolo Favaro, Alfredo Ruggeri, Edward Chaum
2010	—	`conf`	A Fast and Stable Incremental Clustering Algorithm. ITNG Steven R. Young, Itamar Arel, Thomas P. Karnowski, Derek C. Rose
2010	J	`jnl`	Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]. IEEE Comput. Intell. Mag. Itamar Arel, Derek C. Rose, Thomas P. Karnowski
2010	C	`conf`	Deep Spatiotemporal Feature Learning with Application to Image Classification. ICMLA Thomas P. Karnowski, Itamar Arel, Derek C. Rose
2010	B	`conf`	Microaneurysms detection with the radon cliff operator in retinal fundus images. Image Processing Luca Giancardo, Fabrice Mériaudeau, Thomas P. Karnowski, Kenneth W. Tobin, Yaqin Li, Edward Chaum
2007	J	`jnl`	Detection of Anatomic Structures in Human Retinal Imagery. IEEE Trans. Medical Imaging Kenneth W. Tobin, Edward Chaum, V. Priya Govindasamy, Thomas P. Karnowski
2006	B	`conf`	Characterization of the optic disc in retinal imagery using a probabilistic approach. Image Processing Kenneth W. Tobin, Edward Chaum, V. Priya Govindasamy, Thomas P. Karnowski, Omer Sezer
2006	—	`conf`	Image-Based Informatics for Preclinical Biomedical Research. ISVC (2) Kenneth W. Tobin, Deniz Aykac, V. Priya Govindasamy, Shaun S. Gleason, Jens Gregor, Thomas P. Karnowski, Jeffery R. Price, Jonathan Wall
2006	—	`conf`	Locating the Optic Nerve in Retinal Images: Comparing Model-Based and Bayesian Decision Methods. EMBC Thomas P. Karnowski, V. Priya Govindasamy, Kenneth W. Tobin, Edward Chaum
2005	Misc	`conf`	Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis. ISVC Kenneth W. Tobin, Budhendra L. Bhaduri, Eddie A. Bright, Anil M. Cheriyadat, Thomas P. Karnowski, Paul J. Palathingal, Thomas E. Potok, Jeffery R. Price
2004	J	`jnl`	Semiconductor sidewall shape estimation. J. Electronic Imaging Philip R. Bingham, Jeffery R. Price, Kenneth W. Tobin, Thomas P. Karnowski
2002	J	`jnl`	Content-Based Image Retrieval for Semiconductor Process Characterization. EURASIP J. Adv. Signal Process. Kenneth W. Tobin, Thomas P. Karnowski, Lloyd F. Arrowood, Regina K. Ferrell, James S. Goddard, Fred Lakhani