Murray H. Loew

According to our database, Murray H. Loew authored at least 115 papers between 1985 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

CFPNet-M: A light-weight encoder-decoder based network for multimodal biomedical image real-time segmentation.

Ange Lou, Shuyue Guan, Murray H. Loew

Comput. Biol. Medicine, March, 2023

CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects.

Ange Lou, Shuyue Guan, Murray H. Loew

CoRR, 2023

A teacher-student framework with Fourier Transform augmentation for COVID-19 infection segmentation in CT images.

Han Chen, Yifan Jiang, Hanseok Ko, Murray H. Loew

Biomed. Signal Process. Control., 2023

Surface-enhanced Raman spectroscopy for the identification of a non-enveloped virus.

RyeAnne Ricker, Yin-Ting Yeh, Maria Chiara Monaco, Anita Fletcher, Steven Jacobson, Murray H. Loew, Elodie Ghedin

Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

The training accuracy of two-layer neural networks: its estimation and understanding using random datasets.

Shuyue Guan, Murray H. Loew

Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2022

A Distance-based Separability Measure for Internal Cluster Validation.

Shuyue Guan, Murray H. Loew

Int. J. Artif. Intell. Tools, 2022

A novel intrinsic measure of data separability.

Shuyue Guan, Murray H. Loew

Appl. Intell., 2022

Unsupervised domain adaptation based COVID-19 CT infection segmentation network.

Han Chen, Yifan Jiang, Murray H. Loew, Hanseok Ko

Appl. Intell., 2022

CaraNet: context axial reverse attention network for segmentation of small medical objects.

Ange Lou, Shuyue Guan, Hanseok Ko, Murray H. Loew

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Exploring the Explainability of Machine Learning Algorithms for Prostate Cancer.

Destie Provenzano, Yuan James Rao, Murray H. Loew, Shawn Haji-Momenian

Proceedings of the 51st IEEE Applied Imagery Pattern Recognition Workshop, 2022

2021

COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network.

Yifan Jiang, Han Chen, Murray H. Loew, Hanseok Ko

IEEE J. Biomed. Health Informatics, 2021

A novel measure to evaluate generative adversarial networks based on direct analysis of generated images.

Shuyue Guan, Murray H. Loew

Neural Comput. Appl., 2021

Deep Clustering for Improved Inter-Cluster Separability and Intra-Cluster Homogeneity with Cohesive Loss.

Byeonghak Kim, Murray H. Loew, David K. Han, Hanseok Ko

IEICE Trans. Inf. Syst., 2021

DC-UNet: rethinking the U-Net architecture with dual channel efficient CNN for medical image segmentation.

Ange Lou, Shuyue Guan, Murray H. Loew

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

CFPNET: Channel-Wise Feature Pyramid For Real-Time Semantic Segmentation.

Ange Lou, Murray H. Loew

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Radiologist vs Machine Learning: A Comparison of Performance in Cancer Imaging.

Destie Provenzano, Yuan James Rao, Sharad Goyal, Shawn Haji-Momenian, John Lichtenberger, Murray H. Loew

Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021

A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers.

Shuyue Guan, Murray H. Loew

Proceedings of the 50th IEEE Applied Imagery Pattern Recognition Workshop, 2021

2020

Segmentation of Infrared Breast Images Using MultiResUnet Neural Network.

Ange Lou, Shuyue Guan, Nada Kamona, Murray H. Loew

CoRR, 2020

The estimation of training accuracy for two-layer neural networks on random datasets without training.

Shuyue Guan, Murray H. Loew

CoRR, 2020

An Internal Cluster Validity Index Based on Distance-based Separability Measure.

Shuyue Guan, Murray H. Loew

CoRR, 2020

DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation.

Ange Lou, Shuyue Guan, Murray H. Loew

CoRR, 2020

Data Separability for Neural Network Classifiers and the Development of a Separability Index.

Shuyue Guan, Murray H. Loew, Hanseok Ko

CoRR, 2020

Measures to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images.

Shuyue Guan, Murray H. Loew

CoRR, 2020

Approximating the Gradient of Cross-Entropy Loss Function.

Li Li, Milos Doroslovacki, Murray H. Loew

IEEE Access, 2020

An Internal Cluster Validity Index Using a Distance-based Separability Measure.

Shuyue Guan, Murray H. Loew

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Analysis of Generalizability of Deep Neural Networks Based on the Complexity of Decision Boundary.

Shuyue Guan, Murray H. Loew

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Understanding the Ability of Deep Neural Networks to Count Connected Components in Images.

Shuyue Guan, Murray H. Loew

Proceedings of the 49th IEEE Applied Imagery Pattern Recognition Workshop, 2020

2019

Discriminant Analysis Deep Neural Networks.

Li Li, Milos Doroslovacki, Murray H. Loew

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

Segmentation of Infrared Breast Images Using MultiResUnet Neural Networks.

Ange Lou, Shuyue Guan, Nada Kamona, Murray H. Loew

Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019

Evaluation of Generative Adversarial Network Performance Based on Direct Analysis of Generated Images.

Shuyue Guan, Murray H. Loew

Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019

Loss Functions Forcing Cluster Separations for Multi-class Classification Using Deep Neural Networks.

Li Li, Milos Doroslovacki, Murray H. Loew

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Lesion detection for cardiac ablation from auto-fluorescence hyperspectral images.

Shuyue Guan, Murray H. Loew, Huda Asfour, Narine Sarvazyan, Narine Muselimyan

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Breast cancer detection using synthetic mammograms from generative adversarial networks in convolutional neural networks.

Shuyue Guan, Murray H. Loew

Proceedings of the 14th International Workshop on Breast Imaging, 2018

Use of infrared hyperspectral imaging (960-1680 nm) and low energy x-radiography to visualize watermarks.

John K. Delaney, Murray H. Loew

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

Segmentation of Thermal Breast Images Using Convolutional and Deconvolutional Neural Networks.

Shuyue Guan, Nada Kamona, Murray H. Loew

Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2017

Breast Cancer Detection Using Transfer Learning in Convolutional Neural Networks.

Shuyue Guan, Murray H. Loew

Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

Video-Level Binocular Tone-mapping Framework Based on Temporal Coherency Algorithm.

Mingyue Feng, Murray H. Loew

Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

2016

Hybrid Retinal Image Registration Using Mutual Information and Salient Features.

Jaeyong Ju, Murray H. Loew, Bonhwa Ku, Hanseok Ko

IEICE Trans. Inf. Syst., 2016

Hierarchical temporal and spatial memory for gait pattern recognition.

Jianghao Shen, Murray H. Loew

Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016

2012

Automatic control-point selection for image registration using disparity fitting.

Damon M. Conover, John K. Delaney, Paola Ricciardi, Murray H. Loew

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Exploring the uses of fingerprint patterns and ridge-counts in biographical associations.

Dale Herdegen, Murray H. Loew

Proceedings of the 2012 IEEE Applied Imagery Pattern Recognition Workshop, 2012

2011

Towards automatic registration of technical images of works of art.

Damon M. Conover, John K. Delaney, Paola Ricciardi, Murray H. Loew

Proceedings of the Computer Vision and Image Analysis of Art II, San Francisco Airport, 2011

2010

Modeling thermography of the tumorous human breast: from forward problem to inverse problem solving.

Li Jiang, Wang Zhan, Murray H. Loew

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Image fusion for human observers: How should we choose the method?

Murray H. Loew, James Bonick, Clarence Walters

Proceedings of the 13th Conference on Information Fusion, 2010

2008

Dynamic Thermal Modeling of the Normal and Tumorous Breast under Elastic Deformation.

Li Jiang, Wang Zhan, Murray H. Loew

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Identity dominance: Using fingerprints to link an individual to a larger social structure.

Dale Herdegen, Murray H. Loew

Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

2007

Parsimonious model selection for tissue classification: a DTI study of zebrafish.

Raisa Z. Freidlin, Michal E. Komlosh, Murray H. Loew, Peter J. Basser

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Real-Time Bladder-Layer Recognition: An Approach to Optical Biopsy.

Colleen A. Lingley-Papadopoulos, Murray H. Loew, Jason M. Zara

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Quality Measures for Decompressed Medical Images: Statistics, Observers, and ROCs.

Dunling Li, Murray H. Loew

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach.

Waleed A. Yousef, Robert F. Wagner, Murray H. Loew

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Analysis of parenchymal patterns using conspicuous spatial frequency features in mammograms applied to the BI-RADS density rating scheme.

Philip Perconti, Murray H. Loew

Proceedings of the Medical Imaging 2006: Image Processing, 2006

An objective measure for assembling databases used to train and test mammogram CAD algorithms.

Philip Perconti, Murray H. Loew

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005

Estimating the uncertainty in the estimated mean area under the ROC curve of a classifier.

Waleed A. Yousef, Robert F. Wagner, Murray H. Loew

Pattern Recognit. Lett., 2005

The use and benefit of stereology in choosing a CT scanning protocol for the lung.

Zvi Markowitz, Murray H. Loew, Joseph M. Reinhardt

Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004

Quantifying the tradeoff between uniform computer-based and nonuniform manual sampling in stereology.

Zvi Markowitz, Murray H. Loew

Proceedings of the Medical Imaging 2004: Image Processing, 2004

Model-Observer Based Quality Measures for Decompressed Medical Images.

Dunling Li, Murray H. Loew

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Comparison of Non-Parametric Methods for Assessing Classifier Performance in Terms of ROC Parameters.

Waleed A. Yousef, Robert F. Wagner, Murray H. Loew

Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004

2003

Design and evaluation of an automatic procedure for detection of large misregistration of medical images.

Claudia E. Rodríguez-Carranza, Murray H. Loew

IEEE Trans. Medical Imaging, 2003

Towards the automatic detection of large misregistrations.

Claudia E. Rodríguez-Carranza, Murray H. Loew

Proceedings of the Medical Imaging 2003: Image Processing, 2003

Analysis of the trade-offs between manual and computer-based stereology/clssification.

Zvi Markowitz, Murray H. Loew

Proceedings of the Medical Imaging 2003: Image Processing, 2003

Vehicle Detection Approaches Using the NVESD Sensor Fusion Testbed.

Philip Perconti, James E. Hilger, Murray H. Loew

Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

2002

Validation of relative feature importance using natural data.

Hilary J. Holz, Murray H. Loew

Pattern Recognit. Lett., 2002

Feasibility of an automated technique for detection of large misregistrations.

Claudia E. Rodríguez-Carranza, Murray H. Loew

Proceedings of the Medical Imaging 2002: Image Processing, 2002

An Efficient Observer Model for Assessing Signal Detection Performance of Lossy-Compressed Images.

Brian M. Schmanske, Murray H. Loew

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

An efficient implementation of the channelized Hotelling observer for task-based assessment of lossy compressed images.

Brian M. Schmanske, Murray H. Loew

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001

Fully automatic 3D feature-based registration of multi-modality medical images.

Li-Yueh Hsu, Murray H. Loew

Image Vis. Comput., 2001

Automatic Detection of Large Misregistrations of Multimodality Medical Images.

Claudia E. Rodríguez-Carranza, Murray H. Loew

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Imaging Metabolism with Light: Quantifying Local Fluorescence Lifetime Perturbation in Tissue-like Turbid Media.

David Hattery, Victor Chernomordik, Amir Gandjbakhche, Murray H. Loew

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

2000

Design Choices and Theoretical Issues for Relative Feature Importance, a Metric for Nonparametric Discriminatory Power.

Hilary J. Holz, Murray H. Loew

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Fractal discrimination of MRI breast masses using multiple segmentations.

Alan I. Penn, Scott F. Thompson, Mitchell D. Schnall, Murray H. Loew, Lizann Bolinger

Proceedings of the Medical Imaging 2000: Image Processing, 2000

Evaluation of the accuracy of an edge-based approach for multimodality brain image registration.

Li-Yueh Hsu, Murray H. Loew

Proceedings of the Medical Imaging 2000: Image Processing, 2000

Validation of Relative Feature Importance Using a Natural Data Set.

Hilary J. Holz, Murray H. Loew

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Optical Signatures of Small, Deeply Embedded, Tumor-Like Inclusions in Tissue-Like Turbid Media Based on a Random-Walk Theory of Photon Migration.

David Hattery, Victor Chernomordik, Murray H. Loew, Amir Gandjbakhche

Proceedings of the 15th International Conference on Pattern Recognition, 2000

An Approach to Image Classification in Ultrasound.

Murray H. Loew, Rashidus S. Mia, Zhenyu Guo

Proceedings of the 29th Applied Image Pattern Recognition Workshop (AIPR 2000), 2000

1999

Guest Editorial: Special Section on Biomedical Image Representation.

Sunanda Mitra, Murray H. Loew

J. Electronic Imaging, 1999

Global optimization of weighted mutual information for multimodality image registration.

Claudia E. Rodríguez-Carranza, Murray H. Loew

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Statistical fractal border features for mammographic breast mass analysis.

Alan I. Penn, Scott F. Thompson, Murray H. Loew, Radhika Sivaramakrishna, Kimerly A. Powell

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Using phase information to characterize coherent scattering from regular structures in ultrasound signals.

Rashidus S. Mia, Murray H. Loew, Keith A. Wear, Robert F. Wagner, Brian S. Garra

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Multimodality image registration based on hierarchical shape representation.

Li-Yueh Hsu, Murray H. Loew, John Ostuni

Proceedings of the Medical Imaging 1999: Image Processing, 1999

Hierarchical approach for automated segmentation of the brain volume from MR images.

Li-Yueh Hsu, Murray H. Loew, Reza Momenan

Proceedings of the Medical Imaging 1999: Image Processing, 1999

1998

Weighted and deterministic entropy measure for image registration using mutual information.

Claudia E. Rodríguez-Carranza, Murray H. Loew

Proceedings of the Medical Imaging 1998: Image Processing, 1998

Statistical fractal border features for MRI breast mass images.

Alan I. Penn, Lizann Bolinger, Murray H. Loew

Proceedings of the Medical Imaging 1998: Image Processing, 1998

Quantitative ultrasound tissue characterization using texture and cepstral features.

Rashidus S. Mia, Murray H. Loew, Keith A. Wear, Robert F. Wagner, Brian S. Garra

Proceedings of the Medical Imaging 1998: Image Processing, 1998

Depth from physics: develpoment of a robust classifier for 2D image analysis.

David W. Hattery, Murray H. Loew, Carl E. Wick

Proceedings of the Medical Imaging 1998: Image Processing, 1998

Depth from physics: physics-based image analysis and feature definition.

David Hattery, Murray H. Loew

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Technical Issues in Multimodality Medical Image Registration.

Murray H. Loew, Claudia E. Rodríguez-Carranza

Proceedings of the 11th IEEE Symposium on Computer-Based Medical Systems (CBMS '98), 1998

1997

Estimating Fractal Dimensions with Fractal Interpolation Function Models.

Alan I. Penn, Murray H. Loew

IEEE Trans. Medical Imaging, 1997

Multi-class classifier-independent feature analysis.

Hilary J. Holz, Murray H. Loew

Pattern Recognit. Lett., 1997

Quantitative Estimation of Scatterer Spacing from Backscattered Ultrasound Signals Using the Complex Cepstrum.

Rashidus S. Mia, Murray H. Loew, Keith A. Wear, Robert F. Wagner

Proceedings of the Information Processing in Medical Imaging, 1997

1996

Estimating fractal dimension of medical images.

Alan I. Penn, Murray H. Loew

Proceedings of the Medical Imaging 1996: Image Processing, 1996

Classification with nonexclusive patterns.

Inhao Chang, Murray H. Loew

Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995

Gabor function-based medical image compression.

Mary P. Anderson, Murray H. Loew, David G. Brown

Image Vis. Comput., 1995

Concurrency in Feature Analysis.

Hilary J. Holz, Murray H. Loew

Proceedings of the Applied Parallel Computing, 1995

Detection of microcalcifications in mammograms using eyetrack data.

Murray H. Loew, Rashidus S. Mia

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Quantitative Methods in Medical Imaging.

Murray H. Loew

Proceedings of the Eighth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'95), 1995

1994

Image staining and differential diagnosis of ultrasound scans based on the Mahalanobis distance.

Reza Momenan, Robert F. Wagner, Brian S. Garra, Murray H. Loew, Michael F. Insana

IEEE Trans. Medical Imaging, 1994

Using modeling and fuzzy logic to detect and track microvessels in conjunctiva images.

Carl E. Wick, Murray H. Loew, Joseph Kurantsin-Mills

Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

Visualization in Medicine: VIRTUAL Reality or ACTUAL Reality? (Panel).

Christian Roux, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Elliot K. Fishman, Murray H. Loew, Hans-Peter Meinzer, Justin D. Pearlman

Proceedings of the 5th IEEE Visualization Conference, 1994

1993

Probabilistic Image Model and Its Information-Theoretic Properties.

Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz

IEEE Trans. Signal Process., 1993

Rate-distortion bound for a class of non-Gaussian sources with memory.

Ya-Qin Zhang, Raymond L. Pickholtz, Murray H. Loew

IEEE Trans. Inf. Theory, 1993

A new approach to reduce the 'blocking effect' of transform coding [image coding].

Ya-Qin Zhang, Raymond L. Pickholtz, Murray H. Loew

IEEE Trans. Commun., 1993

Understanding Microvessels in two and three Dimensions.

Carl E. Wick, Murray H. Loew, Joseph Kurantsin-Mills

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 1993

1992

A combined-transform coding (CTC) scheme for medical images.

Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz

IEEE Trans. Medical Imaging, 1992

Objective analysis of ultrasound images by use of a computational observer.

Hector Lopez, Murray H. Loew, David J. Goodenough

IEEE Trans. Medical Imaging, 1992

1991

Pattern recognition with new class discovery.

Inhao Chang, Murray H. Loew

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990

Application of statistical pattern recognition and image processing in ultrasound tissue characterization.

Reza Momenan, Murray H. Loew, Robert F. Wagner, Brian S. Garra, Michael F. Insana

Proceedings of the Medical Imaging IV: Image Processing, 1990

On modeling the distribution of chest X-ray images and their stochastic properties.

Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz

Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Application of pattern recognition techniques in ultrasound tissue characterization.

Reza Momenan, Murray H. Loew, Michael F. Insana, Robert F. Wagner, Brian S. Garra

Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

1988

Segmentation of two-dimensional boundaries using the chain code.

Orit Baruch, Murray H. Loew

Pattern Recognit., 1988

Analysis and modeling of digitized straight-line segments.

Shu-Xiang Li, Murray H. Loew

Proceedings of the 9th International Conference on Pattern Recognition, 1988

Complex shadow-boundary segmentation using the entry-exit method.

Raphael Charit, Murray H. Loew

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987

The Entry-Exit Method of Shadow Boundary Segmentation.

Larry N. Hambrick, Murray H. Loew, Robert L. Carroll

IEEE Trans. Pattern Anal. Mach. Intell., 1987

Adjacency Detection Using Quadcodes.

Shu-Xiang Li, Murray H. Loew

Commun. ACM, 1987

The Quadcode and Its Arithmetic.

Shu-Xiang Li, Murray H. Loew

Commun. ACM, 1987

1985

A new method for characterization of shape.

O. Skliar, Murray H. Loew

Pattern Recognit. Lett., 1985