Thomas P. Karnowski

发表

Deep Spatiotemporal Feature Learning with Application to Image Classification

Thomas P. Karnowski, Itamar Arel, Derek C. Rose, 2010, 2010 Ninth International Conference on Machine Learning and Applications.

Integrated yield management

David Jensen, Thomas P. Karnowski, K. W. Tobin, 1999 .

Estimating cross-section semiconductor structure by comparing top-down SEM images

Kenneth W. Tobin, Philip R. Bingham, Jeffery R. Price, 2003, IS&T/SPIE Electronic Imaging.

Image-Based Informatics for Preclinical Biomedical Research

Jens Gregor, Kenneth W. Tobin, Thomas P. Karnowski, 2006, ISVC.

Using an image retrieval system for image data management

Kenneth W. Tobin, Thomas P. Karnowski, Fred Lakhani, 2002, SPIE Advanced Lithography.

Automatic firearm class identification from cartridge cases

Philip R. Bingham, Thomas P. Karnowski, Shaun S. Gleason, 2011, Electronic Imaging.

Deepmod: An Over-the-Air Trainable Machine Modem for Resilient PHY Layer Communications

Steven R. Young, Thomas P. Karnowski, Adam L. Anderson, 2018, MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).

Geographic atrophy segmentation in infrared and autofluorescent retina images using supervised learning

Thomas P. Karnowski, Luca Giancardo, K. Devisetti, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Microaneurysm detection with radon transform-based classification on retina images

Kenneth W. Tobin, Thomas P. Karnowski, Fabrice Mériaudeau, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Detecting Extreme Events in Gridded Climate Data

Thomas P. Karnowski, Ranga Raju Vatsavai, Krishna Karthik Gadiraju, 2016, ICCS.

Exudate segmentation on retinal atlas space

Sharib Ali, Thomas P. Karnowski, Desire Sidibé, 2013, 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA).

Modeling Temporal Dynamics with Function Approximation in Deep Spatio-Temporal Inference Network

Steven R. Young, Thomas P. Karnowski, Itamar Arel, 2011, BICA.

Automatic detection of retina disease: Robustness to image quality and localization of anatomy structure

Kenneth W. Tobin, Thomas P. Karnowski, Y. Li, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Reinforcement Learning-based Traffic Control to Optimize Energy Usage and Throughput (CRADA report)

Steven R. Young, Matthew Eicholtz, Thomas P. Karnowski, 2019 .

Computer Aided Design for Diabetic Retinopathy

Sharib Ali, Thomas P. Karnowski, Désiré Sidibé, 2013 .

Automated Image Analysis in a Web-Based Telemedicine Network

Kenneth W. Tobin, Thomas P. Karnowski, Luca Giancardo, 2009 .

Large-Scale Geospatial Indexing for Image-Based Retrieval and Analysis

Anil M. Cheriyadat, Kenneth W. Tobin, Thomas P. Karnowski, 2005, ISVC.

Method for Confidence Metric in Optic Disk Location in Retinal Images

Thomas P. Karnowski, 2010 .

Retina Image Screening and Analysis Software Version 2.0

Kenneth William Tobin, Thomas P. Karnowski, Deniz Aykac, 2009 .

Image processing and hierarchical temporal memories for automated retina analysis

Kenneth W. Tobin, Thomas P. Karnowski, Yaqin Li, 2010 .

Investigating Camera Calibration Methods for Naturalistic Driving Studies

Thomas P. Karnowski, James S. Goddard, Jeffrey R. Paone, 2019 .

Evaluating the Accuracy of Optic Nerve Detections in Retina Imaging Using Complementary Methods

Kenneth W. Tobin, Thomas P. Karnowski, Michael D. Abràmoff, 2009 .

Content-Based Image Retrieval for Semiconductor Process Characterization

Kenneth W. Tobin, Thomas P. Karnowski, Fred Lakhani, 2002, EURASIP J. Adv. Signal Process..

Detection of Anatomic Structures in Human Retinal Imagery

Kenneth W. Tobin, Thomas P. Karnowski, V. Priya Govindasamy, 2007, IEEE Transactions on Medical Imaging.

Accommodating multiple illumination sources in an imaging colorimetry environment

Kenneth W. Tobin, Thomas P. Karnowski, James S. Goddard, 2000, Electronic Imaging.

Optimizing deep learning hyper-parameters through an evolutionary algorithm

Steven R. Young, Thomas P. Karnowski, Derek C. Rose, 2015, MLHPC@SC.

A Dimensionally Aligned Signal Projection for Classification of Unintended Radiated Emissions

Thomas P. Karnowski, Adam L. Anderson, Corey D. Cooke, 2018, IEEE Transactions on Electromagnetic Compatibility.

Estimating Vehicle Fuel Economy from Overhead Camera Imagery and Application for Traffic Control

Thomas P. Karnowski, Sean Oesch, Jeff Price, 2020 .

The use of historical defect imagery for yield learning

Kenneth W. Tobin, Thomas P. Karnowski, Fred Lakhani, 2000, 2000 IEEE/SEMI Advanced Semiconductor Manufacturing Conference and Workshop. ASMC 2000 (Cat. No.00CH37072).

Rapid yield learning through optical defect and electrical test analysis

Kenneth W. Tobin, Thomas P. Karnowski, Shaun S. Gleason, 1998, Advanced Lithography.

Characterization of the optic disc in retinal imagery using a probabilistic approach

Kenneth W. Tobin, Thomas P. Karnowski, V. Priya Govindasamy, 2006, SPIE Medical Imaging.

Field-test results of an image retrieval system for semiconductor yield learning

Kenneth W. Tobin, Thomas P. Karnowski, Fred Lakhani, 2001, SPIE LASE.

Roadside Tracker Portal-less Portal Monitor

M. Cunningham, Thomas P. Karnowski, James S. Goddard, 2013 .

Textureless Macula Swelling Detection With Multiple Retinal Fundus Images

Kenneth W. Tobin, Thomas P. Karnowski, Fabrice Mériaudeau, 2011, IEEE Transactions on Biomedical Engineering.

Integrated applications of inspection data in the semiconductor manufacturing environment

Kenneth W. Tobin, Thomas P. Karnowski, Fred Lakhani, 2001, SPIE LASE.

Statistical atlas based exudate segmentation

Sharib Ali, Thomas P. Karnowski, Desire Sidibé, 2013, Comput. Medical Imaging Graph..

Evolving Deep Networks Using HPC

Steven R. Young, Thomas P. Karnowski, Derek C. Rose, 2017, MLHPC@SC.

Microaneurysms detection with the radon cliff operator in retinal fundus images

Kenneth W. Tobin, Thomas P. Karnowski, Fabrice Mériaudeau, 2010, Medical Imaging.

Validation of microaneurysm-based diabetic retinopathy screening across retina fundus datasets

Kenneth W. Tobin, Thomas P. Karnowski, Fabrice Mériaudeau, 2013, Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems.

Detecting flash artifacts in fundus imagery

Kenneth W. Tobin, Thomas P. Karnowski, Vincent C. Paquit, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automated Image Analysis and the Application of Diagnostic Algorithms in an Ocular Telehealth Network

Kenneth W. Tobin, Thomas P. Karnowski, Yaqin Li, 2012 .

Image Informatics for Clinical and Preclinical Biomedical Analysis

Jens Gregor, Kenneth W. Tobin, Thomas P. Karnowski, 2008 .

Multiframe combination and blur deconvolution of video data

Kenneth W. Tobin, Thomas P. Karnowski, Timothy F. Gee, 2000, Electronic Imaging.

Retina lesion and microaneurysm segmentation using morphological reconstruction methods with ground-truth data

Kenneth W. Tobin, Thomas P. Karnowski, V. Priya Govindasamy, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Vehicle Classification and Identification Using Multi-Modal Sensing and Signal Learning

Thomas P. Karnowski, Adam L. Anderson, Ryan A. Kerekes, 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

Baseline face detection, head pose estimation, and coarse direction detection for facial data in the SHRP2 naturalistic driving study

Thomas P. Karnowski, David S. Bolme, Jeffrey R. Paone, 2015, 2015 IEEE Intelligent Vehicles Symposium (IV).

Final Report: Non-Visible, Automated Target Acquisition and Tracking

Thomas P. Karnowski, Klaus-Peter Ziock, James K. Goddard, 2016 .

Automated detection of microaneurysms using robust blob descriptors

Sharib Ali, Thomas P. Karnowski, Desire Sidibé, 2013, Medical Imaging.

Image retrieval in the industrial environment

Kenneth W. Tobin, Thomas P. Karnowski, Regina K. Ferrell, 1999, Electronic Imaging.

Semiconductor sidewall shape estimation using top-down CD-SEM image retrieval

Kenneth W. Tobin, Philip R. Bingham, Jeffery R. Price, 2003, International Conference on Quality Control by Artificial Vision.

Semiconductor sidewall shape estimation

Kenneth W. Tobin, Philip R. Bingham, Thomas P. Karnowski, 2004, J. Electronic Imaging.

Exudate-based diabetic macular edema detection in fundus images using publicly available datasets

Kenneth W. Tobin, Thomas P. Karnowski, Fabrice Mériaudeau, 2012, Medical Image Anal..

Automated detection of microaneurysms using scale-adapted blob analysis and semi-supervised learning

Sharib Ali, Thomas P. Karnowski, Desire Sidibé, 2014, Comput. Methods Programs Biomed..

Sidewall structure estimation from CD-SEM for lithographic process control

Kenneth W. Tobin, Philip R. Bingham, Jeffery R. Price, 2003, SPIE Advanced Lithography.

Automatic retina exudates segmentation without a manually labelled training set

Kenneth W. Tobin, Thomas P. Karnowski, Fabrice Mériaudeau, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Retina image analysis and ocular telehealth: The oak ridge national laboratory-hamilton eye institute case study

Kenneth W. Tobin, Thomas P. Karnowski, Luca Giancardo, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Fast and Stable Incremental Clustering Algorithm

Steven R. Young, Thomas P. Karnowski, Itamar Arel, 2010, 2010 Seventh International Conference on Information Technology: New Generations.

Applying deep-layered clustering to mammography image analytics

Thomas P. Karnowski, Itamar Arel, Derek C. Rose, 2010, 2010 Biomedical Sciences and Engineering Conference.

Applying deep-layered clustering to mammography image analytics

Thomas P. Karnowski, Itamar Arel, Derek C. Rose, 2010, 2010 Biomedical Sciences and Engineering Conference.

167-PFlops Deep Learning for Electron Microscopy: From Learning Physics to Atomic Manipulation

Catherine D. Schuman, Steven R. Young, Thomas P. Karnowski, 2018, SC18: International Conference for High Performance Computing, Networking, Storage and Analysis.

Evaluating Automated Face Identity-Masking Methods with Human Perception and a Deep Convolutional Neural Network

Carlos D. Castillo, Thomas P. Karnowski, David S. Bolme, 2020, ACM Trans. Appl. Percept..

Experiments and Analysis for Measuring Mechanical Motion with Event Cameras

Thomas P. Karnowski, Kathy W. Hylton, Blake Van Hoy, 2021, Electronic Imaging.

Using historical wafermap data for automated yield analysis

Kenneth W. Tobin, Thomas P. Karnowski, Shaun S. Gleason, 1999 .

Quality Assessment of Retinal Fundus Images using Elliptical Local Vessel Density

Kenneth W. Tobin, Thomas P. Karnowski, Luca Giancardo, 2010 .

Using a patient image archive to diagnose retinopathy

Kenneth W. Tobin, Thomas P. Karnowski, Luca Giancardo, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Fieldable-Prototype, Large-Area, Gamma-Ray Imager for Orphan Source Search

Thomas P. Karnowski, M. Cunningham, Lorenzo Fabris, 2008 .

Steerable wavelet transform for atlas based retinal lesion segmentation

Sharib Ali, Thomas P. Karnowski, Desire Sidibé, 2013, Medical Imaging.