Murray H. Loew

130 papers A* 2A 4B 35C 2Misc 3Journal 46Unranked 37

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Multimodal Fusion of Imaging and Multi-omics Data for Enhanced Breast Cancer Detection. AIPR Dattatreya Kantha, Murray H. Loew
2025	—	`conf`	Wavelet Scattering Features Based Colon Cancer Histology Classification. AIPR Ritish Raghav Maram, Elliot Levy, Murray H. Loew
2023	J	`jnl`	A teacher-student framework with Fourier Transform augmentation for COVID-19 infection segmentation in CT images. Biomed. Signal Process. Control. Han Chen, Yifan Jiang, Hanseok Ko, Murray H. Loew
2023	J	`jnl`	CFPNet-M: A light-weight encoder-decoder based network for multimodal biomedical image real-time segmentation. Comput. Biol. Medicine Ange Lou, Shuyue Guan, Murray H. Loew
2023	J	`jnl`	CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects. CoRR Ange Lou, Shuyue Guan, Murray H. Loew
2023	—	`conf`	Surface-enhanced Raman spectroscopy for the identification of a non-enveloped virus. AIPR RyeAnne Ricker, Yin-Ting Yeh, Maria Chiara Monaco, Anita Fletcher, Steven Jacobson, Murray H. Loew, Elodie Ghedin
2023	—	`conf`	The training accuracy of two-layer neural networks: its estimation and understanding using random datasets. AIPR Shuyue Guan, Murray H. Loew
2022	J	`jnl`	A Distance-based Separability Measure for Internal Cluster Validation. Int. J. Artif. Intell. Tools Shuyue Guan, Murray H. Loew
2022	J	`jnl`	A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers. CoRR Shuyue Guan, Murray H. Loew
2022	J	`jnl`	A novel intrinsic measure of data separability. Appl. Intell. Shuyue Guan, Murray H. Loew
2022	B	`conf`	CaraNet: context axial reverse attention network for segmentation of small medical objects. Image Processing Ange Lou, Shuyue Guan, Hanseok Ko, Murray H. Loew
2022	—	`conf`	Exploring the Explainability of Machine Learning Algorithms for Prostate Cancer. AIPR Destie Provenzano, Yuan James Rao, Murray H. Loew, Shawn Haji-Momenian
2022	B	`ed.`	Medical Imaging 2022: Image Processing, San Diego, CA, USA, February 20-24, 2022 / Online, March 21-27, 2022 Image Processing Olivier Colliot, Ivana Isgum, Bennett A. Landman, Murray H. Loew
2022	J	`jnl`	Unsupervised domain adaptation based COVID-19 CT infection segmentation network. Appl. Intell. Han Chen, Yifan Jiang, Murray H. Loew, Hanseok Ko
2021	J	`jnl`	A Distance-based Separability Measure for Internal Cluster Validation. CoRR Shuyue Guan, Murray H. Loew
2021	J	`jnl`	A Novel Intrinsic Measure of Data Separability. CoRR Shuyue Guan, Murray H. Loew
2021	—	`conf`	A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers. AIPR Shuyue Guan, Murray H. Loew
2021	J	`jnl`	A novel measure to evaluate generative adversarial networks based on direct analysis of generated images. Neural Comput. Appl. Shuyue Guan, Murray H. Loew
2021	B	`conf`	CFPNET: Channel-Wise Feature Pyramid For Real-Time Semantic Segmentation. ICIP Ange Lou, Murray H. Loew
2021	J	`jnl`	CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation. CoRR Ange Lou, Shuyue Guan, Murray H. Loew
2021	J	`jnl`	CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation. CoRR Ange Lou, Murray H. Loew
2021	J	`jnl`	COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network. IEEE J. Biomed. Health Informatics Yifan Jiang, Han Chen, Murray H. Loew, Hanseok Ko
2021	J	`jnl`	CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects. CoRR Ange Lou, Shuyue Guan, Murray H. Loew
2021	B	`conf`	DC-UNet: rethinking the U-Net architecture with dual channel efficient CNN for medical image segmentation. Image Processing Ange Lou, Shuyue Guan, Murray H. Loew
2021	J	`jnl`	Deep Clustering for Improved Inter-Cluster Separability and Intra-Cluster Homogeneity with Cohesive Loss. IEICE Trans. Inf. Syst. Byeonghak Kim, Murray H. Loew, David K. Han, Hanseok Ko
2021	—	`conf`	Radiologist vs Machine Learning: A Comparison of Performance in Cancer Imaging. AIPR Destie Provenzano, Yuan James Rao, Sharad Goyal, Shawn Haji-Momenian, John Lichtenberger, Murray H. Loew
2021	J	`jnl`	Understanding the Ability of Deep Neural Networks to Count Connected Components in Images. CoRR Shuyue Guan, Murray H. Loew
2020	J	`jnl`	An Internal Cluster Validity Index Based on Distance-based Separability Measure. CoRR Shuyue Guan, Murray H. Loew
2020	B	`conf`	An Internal Cluster Validity Index Using a Distance-based Separability Measure. ICTAI Shuyue Guan, Murray H. Loew
2020	C	`conf`	Analysis of Generalizability of Deep Neural Networks Based on the Complexity of Decision Boundary. ICMLA Shuyue Guan, Murray H. Loew
2020	J	`jnl`	Analysis of Generalizability of Deep Neural Networks Based on the Complexity of Decision Boundary. CoRR Shuyue Guan, Murray H. Loew
2020	J	`jnl`	Approximating the Gradient of Cross-Entropy Loss Function. IEEE Access Li Li, Milos Doroslovacki, Murray H. Loew
2020	J	`jnl`	COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network. CoRR Yifan Jiang, Han Chen, Murray H. Loew, Hanseok Ko
2020	J	`jnl`	DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation. CoRR Ange Lou, Shuyue Guan, Murray H. Loew
2020	J	`jnl`	Data Separability for Neural Network Classifiers and the Development of a Separability Index. CoRR Shuyue Guan, Murray H. Loew, Hanseok Ko
2020	J	`jnl`	Measures to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images. CoRR Shuyue Guan, Murray H. Loew
2020	J	`jnl`	Segmentation of Infrared Breast Images Using MultiResUnet Neural Network. CoRR Ange Lou, Shuyue Guan, Nada Kamona, Murray H. Loew
2020	J	`jnl`	The estimation of training accuracy for two-layer neural networks on random datasets without training. CoRR Shuyue Guan, Murray H. Loew
2020	—	`conf`	Understanding the Ability of Deep Neural Networks to Count Connected Components in Images. AIPR Shuyue Guan, Murray H. Loew
2019	Misc	`conf`	Discriminant Analysis Deep Neural Networks. CISS Li Li, Milos Doroslovacki, Murray H. Loew
2019	—	`conf`	Evaluation of Generative Adversarial Network Performance Based on Direct Analysis of Generated Images. AIPR Shuyue Guan, Murray H. Loew
2019	Misc	`conf`	Loss Functions Forcing Cluster Separations for Multi-class Classification Using Deep Neural Networks. ACSSC Li Li, Milos Doroslovacki, Murray H. Loew
2019	—	`conf`	Segmentation of Infrared Breast Images Using MultiResUnet Neural Networks. AIPR Ange Lou, Shuyue Guan, Nada Kamona, Murray H. Loew
2018	—	`conf`	Breast cancer detection using synthetic mammograms from generative adversarial networks in convolutional neural networks. IWBI Shuyue Guan, Murray H. Loew
2018	—	`conf`	Lesion detection for cardiac ablation from auto-fluorescence hyperspectral images. Biomedical Applications in Molecular, Structural, and Functional Imaging Shuyue Guan, Murray H. Loew, Huda Asfour, Narine Sarvazyan, Narine Muselimyan
2018	—	`conf`	Segmentation of Thermal Breast Images Using Convolutional and Deconvolutional Neural Networks. AIPR Shuyue Guan, Nada Kamona, Murray H. Loew
2018	Misc	`conf`	Use of infrared hyperspectral imaging (960-1680 nm) and low energy x-radiography to visualize watermarks. CISS John K. Delaney, Murray H. Loew
2017	—	`conf`	Breast Cancer Detection Using Transfer Learning in Convolutional Neural Networks. AIPR Shuyue Guan, Murray H. Loew
2017	—	`conf`	Video-Level Binocular Tone-mapping Framework Based on Temporal Coherency Algorithm. AIPR Mingyue Feng, Murray H. Loew
2016	—	`conf`	Hierarchical temporal and spatial memory for gait pattern recognition. AIPR Jianghao Shen, Murray H. Loew
2016	J	`jnl`	Hybrid Retinal Image Registration Using Mutual Information and Salient Features. IEICE Trans. Inf. Syst. Jaeyong Ju, Murray H. Loew, Bonhwa Ku, Hanseok Ko
2012	B	`conf`	Automatic control-point selection for image registration using disparity fitting. Image Processing Damon M. Conover, John K. Delaney, Paola Ricciardi, Murray H. Loew
2012	—	`conf`	Exploring the uses of fingerprint patterns and ridge-counts in biographical associations. AIPR Dale Herdegen, Murray H. Loew
2011	—	`conf`	Towards automatic registration of technical images of works of art. Computer Vision and Image Analysis of Art Damon M. Conover, John K. Delaney, Paola Ricciardi, Murray H. Loew
2010	C	`conf`	Image fusion for human observers: How should we choose the method? FUSION Murray H. Loew, James Bonick, Clarence Walters
2010	—	`conf`	Modeling thermography of the tumorous human breast: from forward problem to inverse problem solving. ISBI Li Jiang, Wang Zhan, Murray H. Loew
2008	—	`conf`	Dynamic Thermal Modeling of the Normal and Tumorous Breast under Elastic Deformation. MICCAI (2) Li Jiang, Wang Zhan, Murray H. Loew
2008	—	`conf`	Identity dominance: Using fingerprints to link an individual to a larger social structure. AIPR Dale Herdegen, Murray H. Loew
2007	B	`conf`	Parsimonious model selection for tissue classification: a DTI study of zebrafish. Image Processing Raisa Z. Freidlin, Michal E. Komlosh, Murray H. Loew, Peter J. Basser
2007	—	`conf`	Quality Measures for Decompressed Medical Images: Statistics, Observers, and ROCs. ICASSP (1) Dunling Li, Murray H. Loew
2007	—	`conf`	Real-Time Bladder-Layer Recognition: An Approach to Optical Biopsy. ISBI Colleen A. Lingley-Papadopoulos, Murray H. Loew, Jason M. Zara
2006	—	`conf`	An objective measure for assembling databases used to train and test mammogram CAD algorithms. ISBI Philip Perconti, Murray H. Loew
2006	B	`conf`	Analysis of parenchymal patterns using conspicuous spatial frequency features in mammograms applied to the BI-RADS density rating scheme. Image Processing Philip Perconti, Murray H. Loew
2006	J	`jnl`	Assessing Classifiers from Two Independent Data Sets Using ROC Analysis: A Nonparametric Approach. IEEE Trans. Pattern Anal. Mach. Intell. Waleed A. Yousef, Robert F. Wagner, Murray H. Loew
2005	J	`jnl`	Estimating the uncertainty in the estimated mean area under the ROC curve of a classifier. Pattern Recognit. Lett. Waleed A. Yousef, Robert F. Wagner, Murray H. Loew
2005	B	`conf`	The use and benefit of stereology in choosing a CT scanning protocol for the lung. Image Processing Zvi Markowitz, Murray H. Loew, Joseph M. Reinhardt
2004	—	`conf`	Comparison of Non-Parametric Methods for Assessing Classifier Performance in Terms of ROC Parameters. AIPR Waleed A. Yousef, Robert F. Wagner, Murray H. Loew
2004	—	`conf`	Model-Observer Based Quality Measures for Decompressed Medical Images. ISBI Dunling Li, Murray H. Loew
2004	B	`conf`	Quantifying the tradeoff between uniform computer-based and nonuniform manual sampling in stereology. Image Processing Zvi Markowitz, Murray H. Loew
2003	B	`conf`	Analysis of the trade-offs between manual and computer-based stereology/clssification. Image Processing Zvi Markowitz, Murray H. Loew
2003	J	`jnl`	Design and evaluation of an automatic procedure for detection of large misregistration of medical images. IEEE Trans. Medical Imaging Claudia E. Rodríguez-Carranza, Murray H. Loew
2003	B	`conf`	Towards the automatic detection of large misregistrations. Image Processing Claudia E. Rodríguez-Carranza, Murray H. Loew
2003	—	`conf`	Vehicle Detection Approaches Using the NVESD Sensor Fusion Testbed. AIPR Philip Perconti, James E. Hilger, Murray H. Loew
2002	—	`conf`	An Efficient Observer Model for Assessing Signal Detection Performance of Lossy-Compressed Images. MICCAI (2) Brian M. Schmanske, Murray H. Loew
2002	—	`conf`	An efficient implementation of the channelized Hotelling observer for task-based assessment of lossy compressed images. ISBI Brian M. Schmanske, Murray H. Loew
2002	B	`conf`	Feasibility of an automated technique for detection of large misregistrations. Image Processing Claudia E. Rodríguez-Carranza, Murray H. Loew
2002	J	`jnl`	Validation of relative feature importance using natural data. Pattern Recognit. Lett. Hilary J. Holz, Murray H. Loew
2001	A	`conf`	Automatic Detection of Large Misregistrations of Multimodality Medical Images. MICCAI Claudia E. Rodríguez-Carranza, Murray H. Loew
2001	J	`jnl`	Fully automatic 3D feature-based registration of multi-modality medical images. Image Vis. Comput. Li-Yueh Hsu, Murray H. Loew
2001	A	`conf`	Imaging Metabolism with Light: Quantifying Local Fluorescence Lifetime Perturbation in Tissue-like Turbid Media. MICCAI David Hattery, Victor Chernomordik, Amir Gandjbakhche, Murray H. Loew
2000	—	`conf`	An Approach to Image Classification in Ultrasound. AIPR Murray H. Loew, Rashidus S. Mia, Zhenyu Guo
2000	—	`conf`	Design Choices and Theoretical Issues for Relative Feature Importance, a Metric for Nonparametric Discriminatory Power. SSPR/SPR Hilary J. Holz, Murray H. Loew
2000	B	`conf`	Evaluation of the accuracy of an edge-based approach for multimodality brain image registration. Image Processing Li-Yueh Hsu, Murray H. Loew
2000	B	`conf`	Fractal discrimination of MRI breast masses using multiple segmentations. Image Processing Alan I. Penn, Scott F. Thompson, Mitchell D. Schnall, Murray H. Loew, Lizann Bolinger
2000	B	`conf`	Optical Signatures of Small, Deeply Embedded, Tumor-Like Inclusions in Tissue-Like Turbid Media Based on a Random-Walk Theory of Photon Migration. ICPR David Hattery, Victor Chernomordik, Murray H. Loew, Amir Gandjbakhche
2000	B	`conf`	Validation of Relative Feature Importance Using a Natural Data Set. ICPR Hilary J. Holz, Murray H. Loew
1999	B	`conf`	Global optimization of weighted mutual information for multimodality image registration. Image Processing Claudia E. Rodríguez-Carranza, Murray H. Loew
1999	J	`jnl`	Guest Editorial: Special Section on Biomedical Image Representation. J. Electronic Imaging Sunanda Mitra, Murray H. Loew
1999	B	`conf`	Hierarchical approach for automated segmentation of the brain volume from MR images. Image Processing Li-Yueh Hsu, Murray H. Loew, Reza Momenan
1999	B	`conf`	Multimodality image registration based on hierarchical shape representation. Image Processing Li-Yueh Hsu, Murray H. Loew, John Ostuni
1999	B	`conf`	Statistical fractal border features for mammographic breast mass analysis. Image Processing Alan I. Penn, Scott F. Thompson, Murray H. Loew, Radhika Sivaramakrishna, Kimerly A. Powell
1999	B	`conf`	Using phase information to characterize coherent scattering from regular structures in ultrasound signals. Image Processing Rashidus S. Mia, Murray H. Loew, Keith A. Wear, Robert F. Wagner, Brian S. Garra
1998	B	`conf`	Depth from physics: develpoment of a robust classifier for 2D image analysis. Image Processing David W. Hattery, Murray H. Loew, Carl E. Wick
1998	B	`conf`	Depth from physics: physics-based image analysis and feature definition. ICPR David Hattery, Murray H. Loew
1998	B	`conf`	Quantitative ultrasound tissue characterization using texture and cepstral features. Image Processing Rashidus S. Mia, Murray H. Loew, Keith A. Wear, Robert F. Wagner, Brian S. Garra
1998	B	`conf`	Statistical fractal border features for MRI breast mass images. Image Processing Alan I. Penn, Lizann Bolinger, Murray H. Loew
1998	B	`conf`	Technical Issues in Multimodality Medical Image Registration. CBMS Murray H. Loew, Claudia E. Rodríguez-Carranza
1998	B	`conf`	Weighted and deterministic entropy measure for image registration using mutual information. Image Processing Claudia E. Rodríguez-Carranza, Murray H. Loew
1997	J	`jnl`	Estimating Fractal Dimensions with Fractal Interpolation Function Models. IEEE Trans. Medical Imaging Alan I. Penn, Murray H. Loew
1997	J	`jnl`	Multi-class classifier-independent feature analysis. Pattern Recognit. Lett. Hilary J. Holz, Murray H. Loew
1997	—	`conf`	Quantitative Estimation of Scatterer Spacing from Backscattered Ultrasound Signals Using the Complex Cepstrum. IPMI Rashidus S. Mia, Murray H. Loew, Keith A. Wear, Robert F. Wagner
1996	B	`conf`	Classification with nonexclusive patterns. ICPR Inhao Chang, Murray H. Loew
1996	B	`conf`	Estimating fractal dimension of medical images. Image Processing Alan I. Penn, Murray H. Loew
1996	B	`ed.`	Medical Imaging 1996: Image Processing, Newport Beach, CA, United States, 10-15 February 1996 Image Processing Murray H. Loew, Kenneth M. Hanson
1995	—	`conf`	Concurrency in Feature Analysis. PARA Hilary J. Holz, Murray H. Loew
1995	—	`conf`	Detection of microcalcifications in mammograms using eyetrack data. ICIP (3) Murray H. Loew, Rashidus S. Mia
1995	J	`jnl`	Gabor function-based medical image compression. Image Vis. Comput. Mary P. Anderson, Murray H. Loew, David G. Brown
1995	B	`conf`	Quantitative Methods in Medical Imaging. CBMS Murray H. Loew
1994	J	`jnl`	Image staining and differential diagnosis of ultrasound scans based on the Mahalanobis distance. IEEE Trans. Medical Imaging Reza Momenan, Robert F. Wagner, Brian S. Garra, Murray H. Loew, Michael F. Insana
1994	A	`conf`	Using modeling and fuzzy logic to detect and track microvessels in conjunctiva images. WACV Carl E. Wick, Murray H. Loew, Joseph Kurantsin-Mills
1994	A	`conf`	Visualization in Medicine: VIRTUAL Reality or ACTUAL Reality? (Panel). IEEE Visualization Christian Roux, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Elliot K. Fishman, Murray H. Loew, Hans-Peter Meinzer, Justin D. Pearlman
1993	J	`jnl`	A new approach to reduce the 'blocking effect' of transform coding [image coding]. IEEE Trans. Commun. Ya-Qin Zhang, Raymond L. Pickholtz, Murray H. Loew
1993	—	`conf`	Gabor Function Based Medical Image Compression. IPMI Mary P. Anderson, Murray H. Loew, David G. Brown
1993	J	`jnl`	Probabilistic Image Model and Its Information-Theoretic Properties. IEEE Trans. Signal Process. Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz
1993	J	`jnl`	Rate-distortion bound for a class of non-Gaussian sources with memory. IEEE Trans. Inf. Theory Ya-Qin Zhang, Raymond L. Pickholtz, Murray H. Loew
1993	—	`ch.`	Understanding Microvessels in two and three Dimensions. Handbook of Pattern Recognition and Computer Vision Carl E. Wick, Murray H. Loew, Joseph Kurantsin-Mills
1992	J	`jnl`	A combined-transform coding (CTC) scheme for medical images. IEEE Trans. Medical Imaging Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz
1992	J	`jnl`	Objective analysis of ultrasound images by use of a computational observer. IEEE Trans. Medical Imaging Hector Lopez, Murray H. Loew, David J. Goodenough
1991	A*	`conf`	Pattern recognition with new class discovery. CVPR Inhao Chang, Murray H. Loew
1990	—	`conf`	Application of pattern recognition techniques in ultrasound tissue characterization. ICPR (1) Reza Momenan, Murray H. Loew, Michael F. Insana, Robert F. Wagner, Brian S. Garra
1990	B	`conf`	Application of statistical pattern recognition and image processing in ultrasound tissue characterization. Image Processing Reza Momenan, Murray H. Loew, Robert F. Wagner, Brian S. Garra, Michael F. Insana
1990	B	`ed.`	Medical Imaging IV: Image Processing, 1990, Newport Beach, CA, United States, February 1990 Image Processing Murray H. Loew
1990	—	`conf`	On modeling the distribution of chest X-ray images and their stochastic properties. ICPR (2) Ya-Qin Zhang, Murray H. Loew, Raymond L. Pickholtz
1988	B	`conf`	Analysis and modeling of digitized straight-line segments. ICPR Shu-Xiang Li, Murray H. Loew
1988	A*	`conf`	Complex shadow-boundary segmentation using the entry-exit method. CVPR Raphael Charit, Murray H. Loew
1988	J	`jnl`	Segmentation of two-dimensional boundaries using the chain code. Pattern Recognit. Orit Baruch, Murray H. Loew
1987	J	`jnl`	Adjacency Detection Using Quadcodes. Commun. ACM Shu-Xiang Li, Murray H. Loew
1987	J	`jnl`	The Entry-Exit Method of Shadow Boundary Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Larry N. Hambrick, Murray H. Loew, Robert L. Carroll
1987	J	`jnl`	The Quadcode and Its Arithmetic. Commun. ACM Shu-Xiang Li, Murray H. Loew
1985	J	`jnl`	A new method for characterization of shape. Pattern Recognit. Lett. O. Skliar, Murray H. Loew