Marios S. Pattichis
Orcid: 0000-0002-1574-1827Affiliations:
- University of New Mexico, Albuquerque, NM, USA
According to our database1,
Marios S. Pattichis
authored at least 181 papers
between 1996 and 2024.
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Bibliography
2024
Fast Low-parameter Video Activity Localization in Collaborative Learning Environments.
CoRR, 2024
Understanding Neural Network Systems for Image Analysis using Vector Spaces and Inverse Maps.
CoRR, 2024
Long-Term Human Participation Assessment in Collaborative Learning Environments Using Dynamic Scene Analysis.
IEEE Access, 2024
2023
Guest Editorial Large-Scale Medical Image and Video Analytics for Clinical Decision Support.
IEEE J. Biomed. Health Informatics, 2023
Multiple Sclerosis Disease Evolution Assessment in Brain MRI Lesions Based on Texture and Multi-Scale Amplitude Modulation-Frequency Modulation (AM-FM) Features.
IEEE Access, 2023
IEEE Access, 2023
Digital Video Representations for Teaching Mathematics and Coding to Middle School Students.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
An Explainable Artificial Intelligence model in the assessment of Brain MRI Lesions in Multiple Sclerosis using Amplitude Modulation - Frequency Modulation multi-scale feature sets.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Carotid plaque stroke risk assessment using multiscale AM-FM analysis based on DoG filterbanks.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
Teaching Computer Programming with Mathematics for Generating Digital Videos and Machine Learning Optimization.
Proceedings of the Computer Analysis of Images and Patterns, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Use of Carry Chain Logic and Design System Extensions to Construct Significantly Faster and Larger Single-Stage N-Sorters and N-Filters.
IEEE Access, 2022
Design of High-Speed Multiway Merge Sorting Networks Using Fast Single-Stage N-Sorters and N-Filters.
IEEE Access, 2022
Speaker Diarization and Identification From Single Channel Classroom Audio Recordings Using Virtual Microphones.
IEEE Access, 2022
2021
IEEE Trans. Image Process., 2021
Design, Implementation, and Analysis of High-Speed Single-Stage N-Sorters and N-Filters.
IEEE Access, 2021
Proceedings of the Computer Analysis of Images and Patterns, 2021
Proceedings of the Computer Analysis of Images and Patterns, 2021
Proceedings of the Computer Analysis of Images and Patterns, 2021
Proceedings of the Computer Analysis of Images and Patterns, 2021
Person Detection in Collaborative Group Learning Environments Using Multiple Representations.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification.
IEEE Trans. Image Process., 2020
The Battle of the Video Codecs in the Healthcare Domain - A Comparative Performance Evaluation Study Leveraging VVC and AV1.
IEEE Access, 2020
The Importance of the Instantaneous Phase for Face Detection using Simple Convolutional Neural Networks.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020
Fast and Scalable 2D Convolutions and Cross-correlations for Processing Image Databases and Videos on CPUs.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records.
CoRR, 2019
2018
IEEE J. Biomed. Health Informatics, 2018
A dynamically reconfigurable architecture system for time-varying image constraints (DRASTIC) for motion JPEG.
J. Real Time Image Process., 2018
Robust Head Detection in Collaborative Learning Environments Using AM-FM Representations.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018
Context-Sensitive Human Activity Classification in Collaborative Learning Environments.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018
Fast and Parallel Computation of the Discrete Periodic Radon Transform on GPUs, Multicore CPUs and FPGAs.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
IEEE Trans. Image Process., 2017
Teaching image and video processing using middle-school mathematics and the Raspberry Pi.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 Data Compression Conference, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Fast and Scalable Computation of the Forward and Inverse Discrete Periodic Radon Transform.
IEEE Trans. Image Process., 2016
Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling.
IEEE J. Sel. Top. Signal Process., 2016
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
The promise of big data technologies and challenges for image and video analytics in healthcare.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
Distributed video analysis for the advancing out of school learning in mathematics and engineering project.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Dynamic Energy, Performance, and Accuracy Optimization and Management Using Automatically Generated Constraints for Separable 2D FIR Filtering for Digital Video Processing.
ACM Trans. Reconfigurable Technol. Syst., 2015
An Effective Ultrasound Video Communication System Using Despeckle Filtering and HEVC.
IEEE J. Biomed. Health Informatics, 2015
IEEE J. Biomed. Health Informatics, 2015
IEEE Trans. Computers, 2015
A multiscale decomposition approach to detect abnormal vasculature in the optic disc.
Comput. Medical Imaging Graph., 2015
Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015
Scalable HEVC intra frame complexity control subject to quality and bitrate constraints.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Prediction of the time period of stroke based on ultrasound image analysis of initially asymptomatic carotid plaques.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Adaptive emergency scenery video communications using HEVC for responsive decision support in disaster incidents.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
A Self-Reconfigurable Platform for the Implementation of 2D Filterbanks with Real and Complex-Valued Inputs, Outputs, and Filter Coefficients.
VLSI Design, 2014
IEEE J. Biomed. Health Informatics, 2014
Scalable Open-Source Architecture for Real-Time Monitoring of Adaptive Wiring Panels.
J. Aerosp. Inf. Syst., 2014
Despeckle Filtering for Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima-Media Complex.
Int. J. Biomed. Imaging, 2014
A unified and pipelined hardware architecture for implementing intra prediction in HEVC.
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014
The Fast Discrete Periodic Radon Transform for prime sized images: Algorithm, architecture, and VLSI/FPGA implementation.
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Multiscale AM-FM Models and Instantaneous Amplitude Evaluation for Mammographic Density Classification.
Proceedings of the Medical Image Understanding and Analysis, 2014
A scalable architecture for implementing the fast discrete periodic radon transform for prime sized images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance images.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Three-way parallel independent component analysis for imaging genetics using multi-objective optimization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Detecting volumetric changes in fMRI connectivity networks in schizophrenia patients.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
High-Resolution, Low-Delay, and Error-Resilient Medical Ultrasound Video Communication Using H.264/AVC Over Mobile WiMAX Networks.
IEEE J. Biomed. Health Informatics, 2013
A Dynamically Reconfigurable Pixel Processor System Based on Power/Energy-Performance-Accuracy Optimization.
IEEE Trans. Circuits Syst. Video Technol., 2013
Mobile-Health Systems Use Diagnostically Driven Medical Video Technologies [Life Sciences].
IEEE Signal Process. Mag., 2013
J. Aerosp. Inf. Syst., 2013
M-health medical video communication systems: An overview of design approaches and recent advances.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Dynamically reconfigurable architecture system for time-varying image constraints (DRASTIC) for HEVC intra encoding.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Multiscale AM-FM image reconstructions based on elastic net regression and Gabor filterbanks.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Fast Localization and Segmentation of Optic Disk in Retinal Images Using Directional Matched Filtering and Level Sets.
IEEE Trans. Inf. Technol. Biomed., 2012
Prediction of High-Risk Asymptomatic Carotid Plaques Based on Ultrasonic Image Features.
IEEE Trans. Inf. Technol. Biomed., 2012
Multiscale Sampling Geometries and Methods for Deterministic and Stochastic Reconstructions of Magnitude and Phase Spectra of Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012
Evaluation of the Risk of Stroke with Confidence Predictions Based on Ultrasound Carotid Image Analysis.
Int. J. Artif. Intell. Tools, 2012
EURASIP J. Adv. Signal Process., 2012
Multi-scale AM-FM analysis for the classification of surface electromyographic signals.
Biomed. Signal Process. Control., 2012
A dynamically reconfigurable DCT architecture for maximum image quality subject to dynamic power and bitrate constraints.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
Multiscale AM-FM decompositions with GPU acceleration for diabetic retinopathy screening.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
Detection of hard exudates and red lesions in the macula using a multiscale approach.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
A framework for self-reconfigurable DCTs based on multiobjective optimization of the Power-Performance-Accuracy space.
Proceedings of the 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip (ReCoSoC), 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Dynamically reconfigurable DCT architectures based on bitrate, power, and image quality considerations.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Dynamic multiobjective optimization management of the Energy-Performance-Accuracy space for separable 2-D complex filters.
Proceedings of the 22nd International Conference on Field Programmable Logic and Applications (FPL), 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Detection of neovascularization in the optic disc using an AM-FM representation, granulometry, and vessel segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
An adaptive multiscale AM-FM texture analysis system with application to hysteroscopy imaging.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
The use of H.264/AVC and the emerging high efficiency video coding (HEVC) standard for developing wireless ultrasound video telemedicine systems.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
Guest Editorial Introduction to the Special Issue on Citizen Centered e-Health Systems in a Global Healthcare Environment: Selected Papers From ITAB 2009.
IEEE Trans. Inf. Technol. Biomed., 2011
Atherosclerotic Plaque Ultrasound Video Encoding, Wireless Transmission, and Quality Assessment Using H.264.
IEEE Trans. Inf. Technol. Biomed., 2011
Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Multiple Sclerosis in Brain MRI Images.
IEEE Trans. Inf. Technol. Biomed., 2011
Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima and Media Layers of the Carotid Artery.
IEEE Trans. Inf. Technol. Biomed., 2011
Independent component analysis using prior information for signal detection in a functional imaging system of the retina.
Medical Image Anal., 2011
Int. J. Reconfigurable Comput., 2011
A High-Speed Dynamic Partial Reconfiguration Controller Using Direct Memory Access Through a Multiport Memory Controller and Overclocking with Active Feedback.
Int. J. Reconfigurable Comput., 2011
EURASIP J. Adv. Signal Process., 2011
Guest Editorial introduction to the special issue on Biomedical Signal Processing and Analysis selected papers from ITAB 2009.
Biomed. Signal Process. Control., 2011
Fast localization of optic disc and fovea in retinal images for eye disease screening.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Toward comprehensive detection of sight threatening retinal disease using a multiscale AM-FM methodology.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Separable FIR Filtering in FPGA and GPU Implementations: Energy, Performance, and Accuracy Considerations.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011
A fully automated method using active contours for the evaluation of the intima-media thickness in carotid US images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
First and second order statistical texture features in carotid plaque image analysis: Preliminary results from ongoing research.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
JPEG image compression using quantization table optimization based on perceptual image quality assessment.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
IEEE Trans. Medical Imaging, 2010
A review of noninvasive ultrasound image processing methods in the analysis of carotid plaque morphology for the assessment of stroke risk.
IEEE Trans. Inf. Technol. Biomed., 2010
Multiscale AM-FM Demodulation and Image Reconstruction Methods With Improved Accuracy.
IEEE Trans. Image Process., 2010
An Undergraduate Course and Laboratory in Digital Signal Processing With Field Programmable Gate Arrays.
IEEE Trans. Educ., 2010
Int. J. Reconfigurable Comput., 2010
Toward automatic phenotyping of retinal images from genetically determined mono- and dizygotic twins using amplitude modulation-frequency modulation methods.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Effects of image compression and degradation on an automatic diabetic retinopathy screening algorithm.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Automatic system for diabetic retinopathy screening based on AM-FM, partial least squares, and support vector machines.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Assessment of Stroke Risk Based on Morphological Ultrasound Image Analysis with Conformal Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2010
2009
Guest Editorial Introduction to the Special Section on Computational Intelligence in Medical Systems.
IEEE Trans. Inf. Technol. Biomed., 2009
New models for region of interest reader classification analysis in chest radiographs.
Pattern Recognit., 2009
Ultrasound image texture analysis of the intima and media layers of the common carotid artery and its correlation with age and gender.
Comput. Medical Imaging Graph., 2009
Comput. Appl. Eng. Educ., 2009
Classification of atherosclerotic carotid plaques using morphological analysis on ultrasound images.
Appl. Intell., 2009
Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009
2008
Content based image retrieval: The foundation for future case-based and evidence-based ophthalmology.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Proceedings of the Electronic Healthcare, First International Conference, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
Detection and phenotyping of retinal disease using AM-FM processing for feature extraction.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Proceedings of the International Conference on Image Processing, 2007
2006
Variogram methods for texture classification of atherosclerotic plaque ultrasound images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Classification of Atherosclerotic Carotid Plaques Using Gray Level Morphological Analysis on Ultrasound images.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
A robust multi-view freehand three-dimensional ultrasound imaging system using volumetric registration.
Proceedings of the IEEE International Conference on Systems, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
A Comparative Study of Morphological and Other Texture Features for the Characterization of Atheroslerotic Carotid Plaques.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Pre-Classification of Chest Radiographs for Improved Active Shape Model Segmentation of Ribs.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002
A Screening System for the Assessment of Opacity Profusion in Chest Radiographs of Miners with Pneumoconiosis.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002
Computational SIMD framework: split-radix SIMD-FFT algorithm, derivation, implementation and performance.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2001
IEEE Trans. Image Process., 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
An integrated system for the assessment of ultrasonic imaging atherosclerotic carotid plaques.
Proceedings of the 2001 International Conference on Image Processing, 2001
Optimal Scanning, Display and Segmentation of the International Labor Organization (ILO) X-Ray Images Set for Pneumoconiosis.
Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001
2000
IEEE Trans. Medical Imaging, 2000
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Least squares FIR filter design using frequency domain piecewise polynomial approximations.
Proceedings of the 10th European Signal Processing Conference, 2000
1999
IEEE Trans. Signal Process., 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1996
Proceedings of the 8th European Signal Processing Conference, 1996