Scott T. Acton
Orcid: 0000-0003-3288-1255
According to our database1,
Scott T. Acton
authored at least 219 papers
between 1990 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2013, "For contributions to biomedical image analysis".
Timeline
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On csauthors.net:
Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024
DeepSeeded: Volumetric segmentation of dense cell populations with a cascade of deep neural networks in bacterial biofilm applications.
Expert Syst. Appl., March, 2024
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms.
CoRR, 2024
Comput. Educ. Artif. Intell., 2024
Instructional Activity Recognition Using A Transformer Network with Multi-Semantic Attention.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., October, 2023
Pattern Recognit., October, 2023
Guest Editorial Large-Scale Medical Image and Video Analytics for Clinical Decision Support.
IEEE J. Biomed. Health Informatics, 2023
Pattern Recognit., 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Diffusionnet: An Efficient Framework to Classify Single-Molecule Images with Latent Entropy Minimization.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023
2022
Bioinform., 2022
Appl. Artif. Intell., 2022
Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell Segmentation.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
IEEE Trans. Image Process., 2021
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network.
Expert Syst. Appl., 2021
AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance Evaluation.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
IEEE Trans. Image Process., 2020
IEEE Signal Process. Lett., 2020
NeuroPath2Path: Classification and elastic morphing between neuronal arbors using path-wise similarity.
Neuroinformatics, 2020
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging.
IEEE J. Sel. Top. Signal Process., 2020
Expert Syst. Appl., 2020
A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional Activities.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
IEEE Trans. Image Process., 2019
GlidarCo: gait recognition by 3D skeleton estimation and biometric feature correction of flash lidar data.
CoRR, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Segmentation of Cortical Spreading Depression Wavefronts Through Local Similarity Metric.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
2018
IEEE Trans. Image Process., 2018
Speckle removal and change preservation by distance-driven anisotropic diffusion of synthetic aperture radar temporal stacks.
Digit. Signal Process., 2018
NeuroBFD: Size-independent automated classification of neurons using conditional distributions of morphological features.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Elastic Path2Path: Automated Morphological Classification of Neurons by Elastic Path Matching.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Bact-3D: A level set segmentation approach for dense multi-layered 3D bacterial biofilms.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Classifying images in a histopathological dataset using the cumulative distribution transform on an automata architecture.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
MISTICA: Minimum Spanning Tree-Based Coarse Image Alignment for Microscopy Image Sequences.
IEEE J. Biomed. Health Informatics, 2016
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy.
IEEE J. Sel. Top. Signal Process., 2016
Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging.
IEEE J. Sel. Top. Signal Process., 2016
LaWeCo: Active region detection in non-uniformly sampled data using Laplacian-weighted covariance.
Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016
Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
UGrAD: A graph-theoretic framework for classification of activity with complementary graph boundary detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
IEEE Trans. Image Process., 2015
Region Based Segmentation in Presence of Intensity Inhomogeneity Using Legendre Polynomials.
IEEE Signal Process. Lett., 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
UGraSP: A unified framework for activity recognition and person identification using graph signal processing.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
3D-to-2D mapping for user interactive segmentation of human leg muscles from MRI data.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the Computational Imaging XI, 2013
Speckle reducing diffusion for ultrasound image enhancement using the structural similarity image measure.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Digit. Signal Process., 2012
Graph cut segmentation of sparsely sampled images with application to InSAR-measured changes in elevation.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Seeing through clutter: Snake computation with dynamic programming for particle segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Computational Imaging X, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
Comput. Medical Imaging Graph., 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Digit. Signal Process., 2010
Proceedings of the Computer Architecture, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the International Conference on Image Processing, 2010
Human pose tracking from monocular video by traversing an image motion mapped body pose manifold.
Proceedings of the Computational Imaging VIII, 2010
2009
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02245-6, 2009
J. Signal Process. Syst., 2009
IEEE Trans. Inf. Technol. Biomed., 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Accelerating leukocyte tracking using CUDA: A case study in leveraging manycore coprocessors.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
2008
IEEE Trans. Image Process., 2008
Guiding automated left ventricular chamber segmentation in cardiac imaging using the concept of conserved myocardial volume.
Comput. Medical Imaging Graph., 2008
Comput. Medical Imaging Graph., 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 International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Content based image retrieval for matching images of improvised explosive devices in which snake initialization is viewed as an inverse problem.
Proceedings of the Computational Imaging VI, 2008
2007
IEEE Trans. Image Process., 2007
IEEE Signal Process. Lett., 2007
IEEE Geosci. Remote. Sens. Lett., 2007
J. Electronic Imaging, 2007
Quantification of Cardiac Dyssynchrony in Mice after Myocardial Infarction Using High Resolution Ultrasound.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
2006
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02237-1, 2006
Surface extraction and thickness measurement of the articular cartilage from MR images using directional gradient vector flow snakes.
IEEE Trans. Biomed. Eng., 2006
Multim. Syst., 2006
Medical Image Anal., 2006
Rolling Leukocyte Detection based on Teardrop Shape and the Gradient Inverse Coefficient of Variation.
Proceedings of the Third International Conference on Medical Information Visualisation (MediVis 2006), 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Ultrasound Myocardial Tracking with Speckle Reducing Anisotropic Diffusion Assisted Initialization.
Proceedings of the International Conference on Image Processing, 2006
2005
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Image Process., 2005
Data acceptance for automated leukocyte tracking through segmentation of spatiotemporal images.
IEEE Trans. Biomed. Eng., 2005
IEEE Trans. Biomed. Eng., 2005
J. Electronic Imaging, 2005
Tracking multiple cells by correspondence resolution in a sequential Bayesian framework.
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the Computational Imaging III, San Jose, 2005
2004
IEEE Trans. Multim., 2004
Motion gradient vector flow: an external force for tracking rolling leukocytes with shape and size constrained active contours.
IEEE Trans. Medical Imaging, 2004
Edge detection in ultrasound imagery using the instantaneous coefficient of variation.
IEEE Trans. Image Process., 2004
IEEE Trans. Image Process., 2004
IEEE Trans. Image Process., 2004
Vessel boundary tracking for intravital microscopy via multiscale gradient vector flow snakes.
IEEE Trans. Biomed. Eng., 2004
J. Electronic Imaging, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Ankle cartilage surface segmentation using directional gradient vector flow snakes.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
Merging Parametric Active Contours Within Homogeneous Image Regions for MRI-Based Lung Segmentation.
IEEE Trans. Medical Imaging, 2003
IEEE Signal Process. Lett., 2003
J. Electronic Imaging, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
IEEE Trans. Medical Imaging, 2002
IEEE Trans. Geosci. Remote. Sens., 2002
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
IEEE Trans. Image Process., 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Tracking leukocytes from in vivo video microscopy using morphological anisotropic diffusion.
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000
Polarimetric SAR Image Segmentation Using Texture Partitioning and Statistical Analysis.
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Piecewise and local image models for regularized image restoration using cross-validation.
IEEE Trans. Image Process., 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
IEEE Trans. Image Process., 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
A PDE Technique for Generating Locally Monotonic Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Digit. Signal Process., 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Proceedings of the Visual Communications and Image Processing '93, 1993
1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1990
Int. J. Imaging Syst. Technol., 1990
Proceedings of the Visual Communications and Image Processing '90: Fifth in a Series, 1990