Content-Based Image Retrieval for Semiconductor Process Characterization. - Kenneth W. Tobin; Thomas P. Karnowski; Lloyd F. Arrowood; Regina K. Ferrell; James S. Goddard; Fred Lakhani (EURASIP J. Adv. Signal Process., 2002)

Semiconductor sidewall shape estimation. - Philip R. Bingham; Jeffery R. Price; Kenneth W. Tobin; Thomas P. Karnowski (J. Electronic Imaging, 2004)

Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis. - Kenneth W. Tobin; Budhendra L. Bhaduri; Eddie A. Bright; Anil M. Cheriyadat; Thomas P. Karnowski; Paul J. Palathingal; Thomas E. Potok; Jeffery R. Price (ISVC, 2005)

Locating the Optic Nerve in Retinal Images: Comparing Model-Based and Bayesian Decision Methods. - Thomas P. Karnowski; V. Priya Govindasamy; Kenneth W. Tobin; Edward Chaum (EMBC, 2006)

Image-Based Informatics for Preclinical Biomedical Research. - Kenneth W. Tobin; Deniz Aykac; V. Priya Govindasamy; Shaun S. Gleason; Jens Gregor; Thomas P. Karnowski; Jeffery R. Price; Jonathan Wall (ISVC (2), 2006)

Characterization of the optic disc in retinal imagery using a probabilistic approach. - Kenneth W. Tobin; Edward Chaum; V. Priya Govindasamy; Thomas P. Karnowski; Omer Sezer (Image Processing, 2006)

Detection of Anatomic Structures in Human Retinal Imagery. - Kenneth W. Tobin; Edward Chaum; V. Priya Govindasamy; Thomas P. Karnowski (IEEE Trans. Medical Imaging, 2007)

Deep Spatiotemporal Feature Learning with Application to Image Classification. - Thomas P. Karnowski; Itamar Arel; Derek C. Rose (ICMLA, 2010)

A Fast and Stable Incremental Clustering Algorithm. - Steven R. Young; Itamar Arel; Thomas P. Karnowski; Derek C. Rose (ITNG, 2010)

Microaneurysms detection with the radon cliff operator in retinal fundus images. - Luca Giancardo; Fabrice Mériaudeau; Thomas P. Karnowski; Kenneth W. Tobin; Yaqin Li; Edward Chaum (Image Processing, 2010)

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]. - Itamar Arel; Derek C. Rose; Thomas P. Karnowski (IEEE Comput. Intell. Mag., 2010)

Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network. - Thomas P. Karnowski; Itamar Arel; Steven R. Young (BICA, 2011)

Automatic firearm class identification from cartridge cases. - Sridharan Kamalakannan; Christopher J. Mann; Philip R. Bingham; Thomas P. Karnowski; Shaun S. Gleason (Image Processing: Machine Vision Applications, 2011)

Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning. - K. Devisetti; Thomas P. Karnowski; Luca Giancardo; Yaqin Li; Edward Chaum (EMBC, 2011)

Microaneurysm detection with radon transform-based classification on retina images. - Luca Giancardo; Fabrice Mériaudeau; Thomas P. Karnowski; Yaqin Li; Kenneth W. Tobin; Edward Chaum (EMBC, 2011)

Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure. - Thomas P. Karnowski; Deniz Aykac; Luca Giancardo; Yaqin Li; T. Nichols; Kenneth W. Tobin; Edward Chaum (EMBC, 2011)

Statistical characterization and segmentation of drusen in fundus images. - Hector J. Santos-Villalobos; Thomas P. Karnowski; Deniz Aykac; Luca Giancardo; Yaqin Li; T. Nichols; Kenneth W. Tobin; Edward Chaum (EMBC, 2011)

Automatic retina exudates segmentation without a manually labelled training set. - Luca Giancardo; Fabrice Mériaudeau; Thomas P. Karnowski; Yaqin Li; Kenneth W. Tobin; Edward Chaum (ISBI, 2011)

Textureless Macula Swelling Detection With Multiple Retinal Fundus Images. - Luca Giancardo; Fabrice Mériaudeau; Thomas P. Karnowski; Kenneth W. Tobin; Enrico Grisan; Paolo Favaro; Alfredo Ruggeri; Edward Chaum (IEEE Trans. Biomed. Eng., 2011)

Detecting flash artifacts in fundus imagery. - Vincent C. Paquit; Thomas P. Karnowski; Deniz Aykac; Yaqin Li; Kenneth W. Tobin; Edward Chaum (EMBC, 2012)

Exudate-based diabetic macular edema detection in fundus images using publicly available datasets. - Luca Giancardo; Fabrice Mériaudeau; Thomas P. Karnowski; Yaqin Li; Seema Garg; Kenneth W. Tobin; Edward Chaum (Medical Image Anal., 2012)

Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets. - Luca Giancardo; Thomas P. Karnowski; Kenneth W. Tobin; Fabrice Mériaudeau; Edward Chaum (CBMS, 2013)

Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study. - Thomas P. Karnowski; Luca Giancardo; Yaqin Li; Kenneth W. Tobin; Edward Chaum (EMBC, 2013)

Exudate segmentation on retinal atlas space. - Sharib Ali; Kedir M. Adal; Desire Sidibé; Thomas P. Karnowski; Edward Chaum; Fabrice Mériaudeau (ISPA, 2013)

Automated detection of microaneurysms using robust blob descriptors. - Kedir M. Adal; Sharib Ali; Désiré Sidibé; Thomas P. Karnowski; Edward Chaum; Fabrice Mériaudeau (Computer-Aided Diagnosis, 2013)

Steerable wavelet transform for atlas based retinal lesion segmentation. - Sharib Ali; Kedir M. Adal; Désiré Sidibé; Edward Chaum; Thomas P. Karnowski; Fabrice Mériaudeau (Image Processing, 2013)

Statistical atlas based exudate segmentation. - Sharib Ali; Desire Sidibé; Kedir M. Adal; Luca Giancardo; Edward Chaum; Thomas P. Karnowski; Fabrice Mériaudeau (Comput. Medical Imaging Graph., 2013)

Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning. - Kedir M. Adal; Désiré Sidibé; Sharib Ali; Edward Chaum; Thomas P. Karnowski; Fabrice Mériaudeau (Comput. Methods Programs Biomed., 2014)

Baseline face detection, head pose estimation, and coarse direction detection for facial data in the SHRP2 naturalistic driving study. - Jeffrey R. Paone; David S. Bolme; Regina Ferrell; Deniz Aykac; Thomas P. Karnowski (Intelligent Vehicles Symposium, 2015)

Optimizing deep learning hyper-parameters through an evolutionary algorithm. - Steven R. Young; Derek C. Rose; Thomas P. Karnowski; Seung-Hwan Lim; Robert M. Patton (MLHPC@SC, 2015)

Detecting Extreme Events in Gridded Climate Data. - Bharathkumar Ramachandra; Krishna Karthik Gadiraju; Ranga Raju Vatsavai; Dale P. Kaiser; Thomas P. Karnowski (ICCS, 2016)

Evaluation of Automated Identity Masking Method (AIM) in Naturalistic Driving Study (NDS). - Asal Baragchizadeh; Thomas P. Karnowski; David S. Bolme; Alice J. O'Toole (FG, 2017)

Evolving Deep Networks Using HPC. - 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 (MLHPC@SC, 2017)

Vehicle Classification and Identification Using Multi-Modal Sensing and Signal Learning. - Ryan A. Kerekes; Thomas P. Karnowski; Mike Kuhn; Michael Roy Moore; Brad Stinson; Ryan Tokola; Adam L. Anderson; Jason M. Vann (VTC Spring, 2017)

Deepmod: An Over-the-Air Trainable Machine Modem for Resilient PHY Layer Communications. - Adam L. Anderson; Steven R. Young; Thomas P. Karnowski; Jason M. Vann (MILCOM, 2018)

167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation. - 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 (SC, 2018)

Investigating Camera Calibration Methods for Naturalistic Driving Studies. - Jeffrey R. Paone; Thomas P. Karnowski; Deniz Aykac; Regina Ferrell; Jim Goddard 001; Austin Albright (IRIACV, 2019)

Evaluating the Effectiveness of Automated Identity Masking (AIM) Methods with Human Perception. - Kimberley D. Orsten-Hooge; Asal Baragchizadeh; Thomas P. Karnowski; David S. Bolme; Regina Ferrell; Parisa R. Jesudasen; Alice J. O'Toole (CoRR, 2019)

Classification of Unintended Radiated Emissions in a Multi-Device Environment. - Jason M. Vann; Thomas P. Karnowski; Adam L. Anderson (IEEE Trans. Smart Grid, 2019)

Detection and Characterization of Rumble Strips in Roadway Video Logs. - Deniz Aykac; Thomas P. Karnowski; Regina Ferrell; James S. Goddard (IRIACV, 2020)

Estimating Vehicle Fuel Economy from Overhead Camera Imagery and Application for Traffic Control. - Thomas P. Karnowski; Ryan Tokola; Sean Oesch; Matthew Eicholtz; Jeff Price 001; Tim Gee (IRIACV, 2020)

Reactor Power Level Estimation by Fusing Multi-Modal Sensor Measurements. - 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; et al. (FUSION, 2020)

An Integrated Platform for Collaborative Data Analytics. - Sean Oesch; Rob Gillen; Tom Karnowski 001 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2020)

Methods and Comparisons Between Computer Vision and Radar Based Vehicle Location. - Deniz Aykac; Regina Ferrell; Nisha Srinivas; Thomas P. Karnowski (IRIACV, 2021)

Experiments and Analysis for Measuring Mechanical Motion with Event Cameras. - Kathy W. Hylton; J. Parker Mitchell; Blake Van Hoy; Thomas P. Karnowski (IRIACV, 2021)

Overview Paper for Driving Road Safety Forward: Video Data Privacy Task at MediaEval 2021. - Alex Liu; Andrew Boka; Asal Baragchizadeh; Chandini Muthukumar; Victoria Huang 002; Arjun Sarup; Regina Ferrell; Gerald Friedland; Thomas P. Karnowski; Meredith Lee; Alice J. O'Toole (MediaEval, 2021)

Evaluating Automated Face Identity-Masking Methods with Human Perception and a Deep Convolutional Neural Network. - Kimberley D. Orsten-Hooge; Asal Baragchizadeh; Thomas P. Karnowski; David S. Bolme; Regina Ferrell; Parisa R. Jesudasen; Carlos Domingo Castillo; Alice J. O'Toole (ACM Trans. Appl. Percept., 2021)

Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization. - Thomas P. Karnowski; Deniz Aykac; Regina K. Ferrell; Christy Gambrell; Zachary L. Langford; Lauren Torkelson (IRIACV, 2022)

Identity masking effectiveness and gesture recognition: Effects of eye enhancement in seeing through the mask. - Madeline Rachow; Thomas P. Karnowski; Alice J. O'Toole (CoRR, 2023)