Scott T. Acton

227 papers A 2B 39Misc 18Journal 92Unranked 74
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms.
IEEE Trans. Comput. Biol. Bioinform.
Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
2026 J jnl
RL-GTN: A reinforced divergence-optimized graph transformer network for skeleton-based action recognition.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2025 J jnl
A dynamic predictive transformer with temporal relevance regression for action detection.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2025 J jnl
Causal State Space Model for Video Understanding.
IEEE Signal Process. Lett.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2025 — conf
FABLE: Florence-2-Assisted Behavioral Learning and Embedding for Multilabel Action Recognition.
IEEECONF
Jonathan McGee, Soumee Guha, Lisa S. Berlizova, Peter A. Youngs, Scott T. Acton
2025 — conf
Multi-Modal Transformer Network for Classroom Instruction Analysis.
IEEECONF
Matthew Korban, Chongyu He, Peter A. Youngs, Scott T. Acton
2025 — conf
Semanticbox: Bounding Box-Guided Caption Enhanced Action Recognition for Instructional Videos.
ICIPW
Jonathan McGee, Chongyu He, Peter A. Youngs, Scott T. Acton, Matthew Korban
2025 — conf
Skull Curvature Quantification Using Gaussian Curvature.
IEEECONF
Samarth Singh, G. Wilson Miller, Scott T. Acton
2024 J jnl
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection.
CoRR
Matthew Korban, Peter A. Youngs, Scott T. Acton
2024 J jnl
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2024 J jnl
Automatic classification of activities in classroom videos.
Comput. Educ. Artif. Intell.
Jonathan K. Foster, Matthew Korban, Peter A. Youngs, Ginger S. Watson, Scott T. Acton
2024 J jnl
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms.
CoRR
Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
2024 J jnl
DeepSeeded: Volumetric segmentation of dense cell populations with a cascade of deep neural networks in bacterial biofilm applications.
Expert Syst. Appl.
Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
2024 — conf
Dynamic Average Consensus for Improving Classifier Accuracy for Multi-Camera Video Sequences.
IEEECONF
Soumee Guha, Lisa S. Berlizova, Zongli Lin, Scott T. Acton
2024 — conf
Instructional Activity Recognition Using A Transformer Network with Multi-Semantic Attention.
SSIAI
Matthew Korban, Scott T. Acton, Peter A. Youngs, Jonathan K. Foster
2024 — conf
Student Engagement Assessment in Classrooms Using a Novel 3D Eye-Gaze Estimation and Evaluation Algorithm.
IEEECONF
Matthew Korban, Jonathan McGee, Peter A. Youngs, Scott T. Acton
2024 — conf
Synthesizing Unpaired Images of Bacterial Biofilms with Auxiliary Diffusion Models.
ISBI
Soumee Guha, Lisa S. Berlizova, Blair E. Stilley, Scott T. Acton
2023 J jnl
A Multi-Modal Transformer Network for Action Detection.
CoRR
Matthew Korban, Scott T. Acton, Peter A. Youngs
2023 J jnl
A Multi-Modal Transformer network for action detection.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2023 Misc conf
An Adaptive and Interpretable Framework for Biomedical Image Analysis.
ACSSC
Samarth Singh, Scott T. Acton, Shayan Moosa, Natasha D. Sheybani
2023 Misc conf
Diffusionnet: An Efficient Framework to Classify Single-Molecule Images with Latent Entropy Minimization.
ICASSP
Soumee Guha, Olivia de Cuba, Andreas Gahlmann, Scott T. Acton
2023 J jnl
Efficient Learning of Transform-Domain LMS Filter Using Graph Laplacian.
IEEE Trans. Neural Networks Learn. Syst.
Tamal Batabyal, Daniel S. Weller, Jaideep Kapur, Scott T. Acton
2023 J jnl
Guest Editorial Large-Scale Medical Image and Video Analytics for Clinical Decision Support.
IEEE J. Biomed. Health Informatics
Marios S. Pattichis, Scott T. Acton, Constantinos S. Pattichis, Andreas S. Panayides
2023 — conf
Instructional Activity Detection Using Deep Neural Networks.
DSP
Matthew Korban, Peter A. Youngs, Scott T. Acton
2023 J jnl
TAA-GCN: A Temporally Aware Adaptive Graph Convolutional Network for Age Estimation.
CoRR
Matthew Korban, Peter A. Youngs, Scott T. Acton
2023 J jnl
TAA-GCN: A temporally aware Adaptive Graph Convolutional Network for age estimation.
Pattern Recognit.
Matthew Korban, Peter A. Youngs, Scott T. Acton
2022 J jnl
3D GAN image synthesis and dataset quality assessment for bacterial biofilm.
Bioinform.
Jie Wang, Nazia Tabassum, Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
2022 J jnl
CAT: Centerness-Aware Anchor-Free Tracker.
Sensors
Haoyi Ma, Scott T. Acton, Zongli Lin
2022 — conf
Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell Segmentation.
ISBI
Tanjin Taher Toma, Yuexuan Wu, Jie Wang, Anuj Srivastava, Andreas Gahlmann, Scott T. Acton
2022 J jnl
Using Skeleton Correction to Improve Flash Lidar-based Gait Recognition.
Appl. Artif. Intell.
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander M. Glandon, Nibir K. Dhar, Babajide O. Familoni, Khan Iftekharuddin, Scott T. Acton
2021 — conf
AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance Evaluation.
ACSCC
Matthew Korban, Samarth Singh, Peter A. Youngs, Ginger S. Watson, Scott T. Acton
2021 J jnl
Graph-Theoretic Post-Processing of Segmentation With Application to Dense Biofilms.
IEEE Trans. Image Process.
Jie Wang, Mingxing Zhang, Ji Zhang, Yibo Wang, Andreas Gahlmann, Scott T. Acton
2021 J jnl
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network.
Expert Syst. Appl.
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Scott T. Acton
2020 — conf
A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional Activities.
SSIAI
Samarth Singh, Ginger S. Watson, Peter A. Youngs, Scott T. Acton
2020 J jnl
An efficient convolutional neural network for coronary heart disease prediction.
Expert Syst. Appl.
Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton
2020 Misc conf
Complexity Analysis and u-net Based Segmentation of Meningeal Lymphatic Vessels.
ACSSC
Nazia Tabassum, Michael Ferguson, Jasmin Herz, Scott T. Acton
2020 J jnl
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging.
IEEE J. Sel. Top. Signal Process.
Vishal Monga, Scott T. Acton, Abd-Krim Seghouane, Arrate Muñoz-Barrutia, Jong Chul Ye
2020 J jnl
FAST: Fast and Accurate Scale Estimation for Tracking.
IEEE Signal Process. Lett.
Haoyi Ma, Zongli Lin, Scott T. Acton
2020 Misc conf
Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching.
ACSSC
Tiffany T. Ly, Tamal Batabyal, Jeremy Thompson, Tajie H. Harris, Daniel S. Weller, Scott T. Acton
2020 J jnl
NeuroPath2Path: Classification and elastic morphing between neuronal arbors using path-wise similarity.
Neuroinformatics
Tamal Batabyal, Barry G. Condron, Scott T. Acton
2020 J jnl
SITUP: Scale Invariant Tracking Using Average Peak-to-Correlation Energy.
IEEE Trans. Image Process.
Haoyi Ma, Scott T. Acton, Zongli Lin
2020 Misc conf
TARA: Tracking with Aspect Ratio Adaptability.
ACSSC
Haoyi Ma, Scott T. Acton, Zongli Lin
2019 B conf
3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion Video.
IJCNN
Alexander M. Glandon, Lasitha Vidyaratne, Nasrin Sadeghzadehyazdi, Nibir K. Dhar, Jide O. Familoni, Scott T. Acton, Khan M. Iftekharuddin
2019 J jnl
An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction.
CoRR
Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton
2019 J jnl
Content-Aware Enhancement of Images With Filamentous Structures.
IEEE Trans. Image Process.
Haris Jeelani, Haoyi Liang, Scott T. Acton, Daniel S. Weller
2019 B conf
Glidar3DJ: a View-Invariant Gait Identification via Flash Lidar Data Correction.
ICIP
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander M. Glandon, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton
2019 J jnl
GlidarCo: gait recognition by 3D skeleton estimation and biometric feature correction of flash lidar data.
CoRR
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton
2019 B conf
Lcuts: Linear Clustering of Bacteria Using Recursive Graph Cuts.
ICIP
Jie Wang, Tamal Batabyal, Mingxing Zhang, Ji Zhang, Arslan Aziz, Andreas Gahlmann, Scott T. Acton
2019 B conf
Segmentation of Cortical Spreading Depression Wavefronts Through Local Similarity Metric.
ICIP
M. Filip Sluzewski, Petr Tvrdik, Scott T. Acton
2019 B conf
Shape Based Speckle Removal for Ultrasound Image Segmentation.
ICIP
Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton
2019 J jnl
Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images.
IEEE J. Biomed. Health Informatics
Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton
2018 B conf
Elastic Path2Path: Automated Morphological Classification of Neurons by Elastic Path Matching.
ICIP
Tamal Batabyal, Scott T. Acton
2018 J jnl
Farewell Editorial.
IEEE Trans. Image Process.
Scott T. Acton
2018 — conf
NeuroBFD: Size-independent automated classification of neurons using conditional distributions of morphological features.
ISBI
Tamal Batabyal, Andrea Vaccari, Scott T. Acton
2018 B conf
Nonlinear Shape Regression for Filtering Segmentation Results from Calcium Imaging.
ICIP
Jie Wang, Zhongxiao Fu, Nasrin Sadeghzadehyazdi, Jonathan Kipnis, Scott T. Acton
2018 B conf
OSLO: Automatic Cell Counting and Segmentation for Oligodendrocyte Progenitor Cells.
ICIP
Haoyi Ma, Rebecca Beiter, Alban Gaultier, Scott T. Acton, Zongli Lin
2018 J jnl
SDL: Saliency-Based Dictionary Learning Framework for Image Similarity.
IEEE Trans. Image Process.
Rituparna Sarkar, Scott T. Acton
2018 J jnl
Speckle removal and change preservation by distance-driven anisotropic diffusion of synthetic aperture radar temporal stacks.
Digit. Signal Process.
Nazia Tabassum, Andrea Vaccari, Scott T. Acton
2018 B conf
The Coupled Tuff-Bff Algorithm for Automatic 3D Segmentation of Microglia.
ICIP
Tiffany Ly, Jeremy Thompson, Tajie H. Harris, Scott T. Acton
2017 B conf
Automated 3D muscle segmentation from MRI data using convolutional neural network.
ICIP
Shrimanti Ghosh, Pierre Boulanger, Scott T. Acton, Silvia S. Blemker, Nilanjan Ray
2017 B conf
Bact-3D: A level set segmentation approach for dense multi-layered 3D bacterial biofilms.
ICIP
Jie Wang, Rituparna Sarkar, Arslan Aziz, Andrea Vaccari, Andreas Gahlmann, Scott T. Acton
2017 — conf
Classifying images in a histopathological dataset using the cumulative distribution transform on an automata architecture.
GlobalSIP
Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton
2017 B conf
Content-aware neuron image enhancement.
ICIP
Haoyi Liang, Scott T. Acton, Daniel S. Weller
2017 B conf
GraDED: A graph-based parametric dictionary learning algorithm for event detection.
ICIP
Tamal Batabyal, Rituparna Sarkar, Scott T. Acton
2017 — conf
NeuroSoL: Automated classification of neurons using the sorted Laplacian of a graph.
ISBI
Tamal Batabyal, Scott T. Acton
2016 J jnl
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy.
IEEE J. Sel. Top. Signal Process.
Charles Kervrann, Carlos Oscar Sánchez Sorzano, Scott T. Acton, Jean-Christophe Olivo-Marin, Michael Unser
2016 B conf
Automatic detection of direct radiation for digital fluoroscopy optimization.
ICIP
Yongjian Yu, Jue Wang, Scott T. Acton
2016 Misc conf
Feature extraction and image retrieval on an automata structure.
ACSSC
Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton
2016 Misc conf
Graph-based classification of healthcare provider activity.
ACSSC
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Laura E. Barnes, Scott T. Acton
2016 J jnl
Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging.
IEEE J. Sel. Top. Signal Process.
Charles Kervrann, Scott T. Acton, Jean-Christophe Olivo-Marin, Carlos Oscar Sánchez Sorzano, Michael Unser
2016 — conf
LaWeCo: Active region detection in non-uniformly sampled data using Laplacian-weighted covariance.
SSIAI
Tamal Batabyal, Andrea Vaccari, Scott T. Acton
2016 J jnl
Learning automata for image segmentation.
Pattern Recognit. Lett.
Qian Sang, Zongli Lin, Scott T. Acton
2016 J jnl
MISTICA: Minimum Spanning Tree-Based Coarse Image Alignment for Microscopy Image Sequences.
IEEE J. Biomed. Health Informatics
Nilanjan Ray, Sara McArdle, Klaus Ley, Scott T. Acton
2016 — conf
SSPARED: Saliency and sparse code analysis for rare event detection in video.
IVMSP
Rituparna Sarkar, Andrea Vaccari, Scott T. Acton
2016 B conf
Slide: Saliency guided image dictionary and image similarity evaluation.
ICIP
Rituparna Sarkar, Scott T. Acton
2016 B conf
UGrAD: A graph-theoretic framework for classification of activity with complementary graph boundary detection.
ICIP
Tamal Batabyal, Scott T. Acton, Andrea Vaccari
2016 B conf
X-ray collimator shutter detection by active-rods.
ICIP
Yongjian Yu, Jue Wang, Scott T. Acton
2015 J jnl
A grid-based tracker for erratic targets.
Pattern Recognit.
Qian Sang, Zongli Lin, Scott T. Acton
2015 J jnl
Dictionary Learning Level Set.
IEEE Signal Process. Lett.
Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton
2015 J jnl
Manifolds for pose tracking from monocular video.
J. Electronic Imaging
Saurav Basu, Joshua Poulin, Scott T. Acton
2015 Misc conf
Momentum measure for quantifying dendritic cell movement.
ACSSC
Caroline Crockett, Elizabeth Orrico, Sara McArdle, Klaus Ley, Scott T. Acton
2015 — conf
Oriented filters for vessel contrast enhancement with local directional evidence.
ISBI
Suvadip Mukherjee, Scott T. Acton
2015 J jnl
Region Based Segmentation in Presence of Intensity Inhomogeneity Using Legendre Polynomials.
IEEE Signal Process. Lett.
Suvadip Mukherjee, Scott T. Acton
2015 Misc conf
Speckle removal by distance-driven anisotropic diffusion of SAR temporal stacks.
ACSSC
Nazia Tabassum, Andrea Vaccari, Scott T. Acton
2015 J jnl
Tubularity Flow Field - A Technique for Automatic Neuron Segmentation.
IEEE Trans. Image Process.
Suvadip Mukherjee, Barry G. Condron, Scott T. Acton
2015 B conf
UGraSP: A unified framework for activity recognition and person identification using graph signal processing.
ICIP
Tamal Batabyal, Andrea Vaccari, Scott T. Acton
2014 — conf
3D-to-2D mapping for user interactive segmentation of human leg muscles from MRI data.
GlobalSIP
Nilanjan Ray, Satarupa Mukherjee, Krishna Kanth Nakka, Scott T. Acton, Silvia S. Blanker
2014 B conf
A meta-algorithm for classification by feature nomination.
ICIP
Rituparna Sarkar, Kevin Skadron, Scott T. Acton
2014 — conf
Counting cells from microscopy videos without tracking individual cells.
ISBI
Satarupa Mukherjee, Nilanjan Ray, Scott T. Acton
2014 Misc conf
Image classification by multi-kernel dictionary learning.
ACSSC
Rituparna Sarkar, Sedat Ozer, Kevin Skadron, Scott T. Acton
2014 B conf
Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees.
ICIP
Sara McArdle, Scott T. Acton, Klaus Ley, Nilanjan Ray
2014 Misc conf
Segmentation of ultrasound images for phlebotomy applications.
ICASSP
Dipti Prasad Mukherjee, Scott T. Acton
2014 — conf
Social behavior analysis of Drosophila larvae via motion activity recognition.
SSIAI
Micah Consylman, Suvadip Mukherjee, Dipti Prasad Mukherjee, Barry G. Condron, Scott T. Acton
2014 — conf
Tracking sunflower circumnutation using affine parametric active contours.
SSIAI
Suvadip Mukherjee, Rituparna Sarkar, Joshua Vandenbrink, Scott T. Acton, Benjamin Blackman
2013 — conf
An enhanced grid-based Bayesian array for target tracking.
Computational Imaging
Qian Sang, Zongli Lin, Scott T. Acton
2013 — conf
Chasing the neurome: Segmentation and comparison of neurons.
EUSIPCO
Suvadip Mukherjee, Barry G. Condron, Scott T. Acton
2013 Misc conf
Neuron segmentation with level sets.
ACSSC
Suvadip Mukherjee, Barry G. Condron, Scott T. Acton
2013 J jnl
Segmentation and Tracing of Single Neurons from 3D Confocal Microscope Images.
IEEE J. Biomed. Health Informatics
Saurav Basu, Barry G. Condron, Alla Aksel, Scott T. Acton
2013 Misc conf
Shape descriptors based on compressed sensing with application to neuron matching.
ACSSC
Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton
2013 — conf
Speckle reducing diffusion for ultrasound image enhancement using the structural similarity image measure.
CAMSAP
Scott T. Acton
2013 — conf
Tree2Tree2: Neuron tracing in 3D.
ISBI
Suvadip Mukherjee, Saurav Basu, Barry G. Condron, Scott T. Acton
2013 B conf
Vector field convolution medialness applied to neuron tracing.
ICIP
Suvadip Mukherjee, Scott T. Acton
2012 — conf
A geometric-statistical approach toward neuron matching.
ISBI
Suvadip Mukherjee, Saurav Basu, Barry G. Condron, Scott T. Acton
2012 J jnl
A grid-based Bayesian approach to robust visual tracking.
Digit. Signal Process.
Xinmin Liu, Zongli Lin, Scott T. Acton
2012 — conf
An information theoretic trackability measure.
Computational Imaging
Scott T. Acton, Alla Aksel
2012 B conf
External forces for active contours via multi-scale vector field convolution.
ICIP
Clare Yang, Scott T. Acton
2012 — conf
Graph cut segmentation of sparsely sampled images with application to InSAR-measured changes in elevation.
SSIAI
Michael Stuecheli, Andrea Vaccari, Scott T. Acton
2012 — conf
Phase congruency eigendecomposition for multi-scale neuronal enhancement.
ACSCC
Emmanuel O. Denloye-Ito, Scott T. Acton
2012 B conf
Seeing through clutter: Snake computation with dynamic programming for particle segmentation.
ICPR
Nilanjan Ray, Scott T. Acton, Hong Zhang
2012 — conf
Session MP7b: Biological modeling and signal analysis (partially invited).
ACSCC
Scott T. Acton
2012 — conf
Session TP6b: Biological image analysis.
ACSCC
Scott T. Acton
2012 B conf
Trackability.
ICIP
Scott T. Acton
2011 J jnl
A wavelet thresholding method to reduce ultrasound artifacts.
Comput. Medical Imaging Graph.
Peter C. Tay, Scott T. Acton, John A. Hossack
2011 — conf
Path2Path: Hierarchical path-based analysis for neuron matching.
ISBI
Saurav Basu, Barry G. Condron, Scott T. Acton
2010 — conf
Human pose tracking from monocular video by traversing an image motion mapped body pose manifold.
Computational Imaging
Saurav Basu, Joshua Poulin, Scott T. Acton
2010 — conf
Parallelization of Particle Filter Algorithms.
ISCA Workshops
Matthew A. Goodrum, Michael J. Trotter, Alla Aksel, Scott T. Acton, Kevin Skadron
2010 J jnl
Properties of the magnitude terms of orthogonal scaling functions.
Digit. Signal Process.
Peter C. Tay, Joseph P. Havlicek, Scott T. Acton, John A. Hossack
2010 B conf
Symmetry constrained shape evolution in shape manifolds for shape based retrieval.
ICIP
Saurav Basu, Scott T. Acton
2010 — conf
Tree2Tree: neuron segmentation for generation of neuronal morphology.
ISBI
Saurav Basu, Alla Aksel, Barry G. Condron, Scott T. Acton
2010 J jnl
Ultrasound Despeckling for Contrast Enhancement.
IEEE Trans. Image Process.
Peter C. Tay, Christopher D. Garson, Scott T. Acton, John A. Hossack
2009 A conf
Accelerating leukocyte tracking using CUDA: A case study in leveraging manycore coprocessors.
IPDPS
Michael Boyer, David Tarjan, Scott T. Acton, Kevin Skadron
2009 — book
Biomedical Image Analysis: Segmentation
Scott T. Acton, Nilanjan Ray
2009 J jnl
Cardiac Motion Recovery via Active Trajectory Field Models.
IEEE Trans. Inf. Technol. Biomed.
Andrew D. Gilliam, Frederick H. Epstein, Scott T. Acton
2009 J jnl
Left Ventricle Segmentation Using Model Fitting and Active Surfaces.
J. Signal Process. Syst.
Peter C. Tay, Bing Li, Christopher D. Garson, Scott T. Acton, John A. Hossack
2009 B conf
Object segmentation by traversing a pose-shape manifold.
ICIP
Saurav Basu, Scott T. Acton
2009 — conf
Poisson Inverse Gradient Approach to Vascular Myocyte Detection and Segmentation.
ISBI
Scott T. Acton, Clare Yang, John A. Hossack, Brian R. Wamhoff
2008 J jnl
An affine transformation invariance approach to cell tracking.
Comput. Medical Imaging Graph.
Jing Cui, Nilanjan Ray, Scott T. Acton, Zongli Lin
2008 B conf
Automated magnetic resonance assisted echocardiographic motion analysis.
ICIP
Andrew D. Gilliam, John A. Hossack, Frederick H. Epstein, Brent A. French, Scott T. Acton
2008 J jnl
Automatic Active Model Initialization via Poisson Inverse Gradient.
IEEE Trans. Image Process.
Bing Li, Scott T. Acton
2008 — conf
Content based image retrieval for matching images of improvised explosive devices in which snake initialization is viewed as an inverse problem.
Computational Imaging
Scott T. Acton, Andrew D. Gilliam, Bing Li, Adam Rossi
2008 A conf
Content based image retrieval: The foundation for future case-based and evidence-based ophthalmology.
ICME
Scott T. Acton, Peter Soliz, Stephen R. Russell, Marios S. Pattichis
2008 J jnl
Guiding automated left ventricular chamber segmentation in cardiac imaging using the concept of conserved myocardial volume.
Comput. Medical Imaging Graph.
Christopher D. Garson, Bing Li, Scott T. Acton, John A. Hossack
2008 B conf
Oil sand image segmentation using the inclusion filter.
ICIP
Nilanjan Ray, Baidya Nath Saha, Scott T. Acton
2008 B conf
Velocity guided segmentation of phase contrast magnetic resonance angiography.
ICIP
Robert L. Janiczek, Frederick H. Epstein, Scott T. Acton
2007 — conf
3D Segmentation of the Prostate via Poisson Inverse Gradient Initialization.
ICIP (5)
Bing Li, Abhay V. Patil, John A. Hossack, Scott T. Acton
2007 J jnl
Active Contour External Force Using Vector Field Convolution for Image Segmentation.
IEEE Trans. Image Process.
Bing Li, Scott T. Acton
2007 J jnl
Affine and projective active contour models.
Pattern Recognit.
Dipti Prasad Mukherjee, Scott T. Acton
2007 J jnl
Detection of rolling leukocytes by marked point processes.
J. Electronic Imaging
Gang Dong, Scott T. Acton
2007 — conf
Echocardiographic Simulation for Validation of Automated Segmentation Methods.
ICIP (5)
Andrew D. Gilliam, Scott T. Acton
2007 — conf
Implicit Evolution of Open Ended Curves.
ICIP (1)
Saurav Basu, Dipti Prasad Mukherjee, Scott T. Acton
2007 J jnl
On the Convergence of Bilateral Filter for Edge-Preserving Image Smoothing.
IEEE Signal Process. Lett.
Gang Dong, Scott T. Acton
2007 — conf
Quantification of Cardiac Dyssynchrony in Mice after Myocardial Infarction Using High Resolution Ultrasound.
ISBI
Yinbo Li, Christopher D. Garson, Yaqin Xu, Scott T. Acton, Brent A. French, John A. Hossack
2007 J jnl
Terrain Moisture Classification Using GPS Surface-Reflected Signals.
IEEE Geosci. Remote. Sens. Lett.
Michael S. Grant, Scott T. Acton, Stephen J. Katzberg
2006 J jnl
A Monte Carlo approach to rolling leukocyte tracking in vivo.
Medical Image Anal.
Jing Cui, Scott T. Acton, Zongli Lin
2006 — conf
A stochastic approach to ultrasound despeckling.
ISBI
Peter C. Tay, Scott T. Acton, John A. Hossack
2006 J jnl
An object-based image retrieval system for digital libraries.
Multim. Syst.
Sridhar Avula, Jinshan Tang, Scott T. Acton
2006 — book
Biomedical Image Analysis: Tracking
Scott T. Acton, Nilanjan Ray
2006 J jnl
Editorial Introduction to multimedia system technologies for educational tools.
Multim. Syst.
Scott T. Acton, Fumio Kishino, Ryohei Nakatsu, Jinshan Tang, Matthias Rauterberg
2006 B conf
Freehand 3D Ultrasound Volume Reconstruction via Sub-Pixel Phase Correlation.
ICIP
Andrew D. Gilliam, John A. Hossack, Scott T. Acton
2006 — conf
Rolling Leukocyte Detection based on Teardrop Shape and the Gradient Inverse Coefficient of Variation.
MediVis
Soubhagya Sahoo, Nilanjan Ray, Scott T. Acton
2006 — conf
Shape model segmentation of long-axis contrast enhanced echocardiography.
ISBI
John E. Pickard, John A. Hossack, Scott T. Acton
2006 J jnl
Surface extraction and thickness measurement of the articular cartilage from MR images using directional gradient vector flow snakes.
IEEE Trans. Biomed. Eng.
Jinshan Tang, Steven Millington, Scott T. Acton, Jeff Crandall, Shepard Hurwitz
2006 B conf
Ultrasound Despeckling Using an Adaptive Window Stochastic Approach.
ICIP
Peter C. Tay, Scott T. Acton, John A. Hossack
2006 B conf
Ultrasound Myocardial Tracking with Speckle Reducing Anisotropic Diffusion Assisted Initialization.
ICIP
Alla Aksel, Robert L. Janiczek, John A. Hossack, Brent A. French, Scott T. Acton
2006 B conf
Vector Field Convolution for Image Segmentation using Snakes.
ICIP
Bing Li, Scott T. Acton
2005 J jnl
Data acceptance for automated leukocyte tracking through segmentation of spatiotemporal images.
IEEE Trans. Biomed. Eng.
Nilanjan Ray, Scott T. Acton
2005 — conf
Deconvolutional speckle reducing anisotropic diffusion.
ICIP (1)
Scott T. Acton
2005 J jnl
Image stabilization and registration for tracking cells in the microvasculature.
IEEE Trans. Biomed. Eng.
Adam P. Goobic, Jinshan Tang, Scott T. Acton
2005 J jnl
Inclusion filters: a class of self-dual connected operators.
IEEE Trans. Image Process.
Nilanjan Ray, Scott T. Acton
2005 J jnl
Intravital leukocyte detection using the gradient inverse coefficient of variation.
IEEE Trans. Medical Imaging
Gang Dong, Nilanjan Ray, Scott T. Acton
2005 — conf
Markov chain Monte Carlo method for tracking myocardial borders.
Computational Imaging
Robert L. Janiczek, Nilanjan Ray, Scott T. Acton, R. Jack Roy, Brent A. French, Frederick H. Epstein
2005 J jnl
Snakes for tracking via generalized deterministic annealing.
J. Electronic Imaging
Scott T. Acton
2005 — conf
Spatiotemporal Segmentation for Validation of Rolling Leukocyte Tracking Data.
ICASSP (2)
Nilanjan Ray, Scott T. Acton
2005 — conf
Tracking multiple cells by correspondence resolution in a sequential Bayesian framework.
ICIP (1)
Nilanjan Ray, Gang Dong, Scott T. Acton
2004 B conf
Ankle cartilage surface segmentation using directional gradient vector flow snakes.
ICIP
Jinshan Tang, Steven Millington, Scott T. Acton, Jeff Crandall, Shepard Hurwitz
2004 J jnl
Constraining active contour evolution via Lie Groups of transformation.
IEEE Trans. Image Process.
Abdol-Reza Mansouri, Dipti Prasad Mukherjee, Scott T. Acton
2004 — conf
Detection and Tracking of Rolling Leukocytes from Intravital Microscopy.
ISBI
Scott T. Acton, Nilanjan Ray
2004 B conf
Detection of Microspheres in Venules for Automated Particle Image.
CBMS
Gang Dong, Edward Damiano, Michael L. Smith, Scott T. Acton, Klaus Ley
2004 J jnl
Edge detection in ultrasound imagery using the instantaneous coefficient of variation.
IEEE Trans. Image Process.
Yongjian Yu, Scott T. Acton
2004 B conf
Generalized Speckle Reducing Anisotropic Diffusion for Ultrasound Imagery.
CBMS
Yongjian Yu, Janelle A. Molloy, Scott T. Acton
2004 J jnl
Level set analysis for leukocyte detection and tracking.
IEEE Trans. Image Process.
Dipti Prasad Mukherjee, Nilanjan Ray, Scott T. Acton
2004 J jnl
Motion gradient vector flow: an external force for tracking rolling leukocytes with shape and size constrained active contours.
IEEE Trans. Medical Imaging
Nilanjan Ray, Scott T. Acton
2004 J jnl
On connected filters in color image processing.
J. Electronic Imaging
Katherine R. Weber, Scott T. Acton
2004 J jnl
Projection model snakes for tracking using a Monte Carlo approach.
J. Electronic Imaging
Michael E. Welser, Scott T. Acton
2004 J jnl
Spatial domain digital watermarking of multimedia objects for buyer authentication.
IEEE Trans. Multim.
Dipti Prasad Mukherjee, Subhamoy Maitra, Scott T. Acton
2004 J jnl
Vessel boundary tracking for intravital microscopy via multiscale gradient vector flow snakes.
IEEE Trans. Biomed. Eng.
Jinshan Tang, Scott T. Acton
2003 — conf
A variational method for leukocyte detection.
ICIP (2)
Gang Dong, Scott T. Acton
2003 — conf
Active contours with area-weighted binary flows for segmenting low SNR imagery.
ICIP (1)
Yongjian Yu, Scott T. Acton
2003 — conf
An image retrieval algorithm using multiple query images.
ISSPA (1)
Jinshan Tang, Scott T. Acton
2003 J jnl
Image enhancement using a contrast measure in the compressed domain.
IEEE Signal Process. Lett.
Jinshan Tang, Eli Peli, Scott T. Acton
2003 J jnl
Locating human faces in a complex background including non-face skin colors.
J. Electronic Imaging
Jinshan Tang, Scott T. Acton
2003 J jnl
Merging Parametric Active Contours Within Homogeneous Image Regions for MRI-Based Lung Segmentation.
IEEE Trans. Medical Imaging
Nilanjan Ray, Scott T. Acton, Talissa A. Altes, Eduard E. de Lange, James R. Brookeman
2003 J jnl
Morphological scale-space in image processing.
Digit. Signal Process.
Joseph Bosworth, Scott T. Acton
2003 — conf
Self-dual inclusion filters for grayscale imagery.
ICIP (1)
Nilanjan Ray, Scott T. Acton
2002 — conf
Active Contours for Cell Tracking.
SSIAI
Nilanjan Ray, Scott T. Acton
2002 — conf
Agglomerative Clustering for Image Segmentation.
ICPR (1)
Partha Pratim Mohanta, Dipti Prasad Mukherjee, Scott T. Acton
2002 — conf
Agglomerative clustering of feature data for image segmentation.
ICIP (3)
Partha Pratim Mohanta, Dipti Prasad Mukherjee, Scott T. Acton
2002 J jnl
Cloud tracking by scale space classification.
IEEE Trans. Geosci. Remote. Sens.
Dipti Prasad Mukherjee, Scott T. Acton
2002 J jnl
Speckle reducing anisotropic diffusion.
IEEE Trans. Image Process.
Yongjian Yu, Scott T. Acton
2002 J jnl
Tracking Leukocytes In Vivo with Shape and Size Constrained Active Contours.
IEEE Trans. Medical Imaging
Nilanjan Ray, Scott T. Acton, Klaus Ley
2002 — conf
Tracking fast-rolling leukocytes in vivo with active contours.
ICIP (3)
Nilanjan Ray, Scott T. Acton
2001 — conf
Active contour segmentation guided by AM-FM dominant component analysis.
ICIP (1)
Nilanjan Ray, Joebob P. Havlicek, Scott T. Acton, Marios S. Pattichis
2001 J jnl
Fast Algorithms for Area Morphology.
Digit. Signal Process.
Scott T. Acton
2001 — conf
MRI ventilation analysis by merging parametric active contours.
ICIP (2)
Nilanjan Ray, Scott T. Acton, Talissa A. Altes, Eduard E. de Lange
2001 J jnl
Oriented texture completion by AM-FM reaction-diffusion.
IEEE Trans. Image Process.
Scott T. Acton, Dipti Prasad Mukherjee, Joebob P. Havlicek, Alan C. Bovik
2000 B conf
A Pyramidal Algorithm for Area Morphology.
ICIP
Scott T. Acton
2000 B conf
Area Morphological Segmentation for Content Based Retrieval.
ICIP
Badrinarayan Raghunathan, Scott T. Acton
2000 J jnl
Area operators for edge detection.
Pattern Recognit. Lett.
Scott T. Acton, Dipti Prasad Mukherjee
2000 — conf
Content Based Retrieval for Remotely Sensed Imagery.
SSIAI
Badrinarayan Raghunathan, Scott T. Acton
2000 — conf
Image Segmentation Techniques for Object-Based Coding.
SSIAI
Junaid Ahmed, Joseph Bosworth, Scott T. Acton
2000 Misc conf
Image edges from area morphology.
ICASSP
Scott T. Acton, Dipti Prasad Mukherjee
2000 J jnl
Locally monotonic diffusion.
IEEE Trans. Signal Process.
Scott T. Acton
2000 — conf
Morphological Pyramid Image Registration.
SSIAI
Zhongxiu Hu, Scott T. Acton
2000 B conf
Polarimetric SAR Image Segmentation Using Texture Partitioning and Statistical Analysis.
ICIP
Yongjian Yu, Scott T. Acton
2000 J jnl
Scale space classification using area morphology.
IEEE Trans. Image Process.
Scott T. Acton, Dipti Prasad Mukherjee
1999 Misc conf
2-D binary locally monotonic regression.
ICASSP
Alfredo Restrepo, Scott T. Acton
1999 — conf
A Content Based Retrieval Engine for Circuit Board Inspection.
ICIP (1)
Badrinarayan Raghunathan, Scott T. Acton
1999 — conf
Document Page Segmentation Using Multiscale Clustering.
ICIP (1)
Dipti Prasad Mukherjee, Scott T. Acton
1999 — conf
Locally Monotonic Models for Image and Video Processing.
ICIP (2)
Scott T. Acton, Alfredo Restrepo
1999 J jnl
Piecewise and local image models for regularized image restoration using cross-validation.
IEEE Trans. Image Process.
Scott T. Acton, Alan C. Bovik
1999 — conf
The Morphological Lomo Filter for Multiscale Image Processing.
ICIP (4)
Joseph Bosworth, Scott T. Acton
1999 J jnl
Video tracking using morphological pyramids.
J. Electronic Imaging
C. Andrew Segall, Wei Chen, Scott T. Acton
1998 — conf
A PDE Technique for Generating Locally Monotonic Images.
ICIP (3)
Scott T. Acton
1998 Misc conf
Anisotropic diffusion and local monotonicity.
ICASSP
Scott T. Acton
1998 — conf
Gradient Independent Translation via Differential Morphology.
ICIP (2)
C. Andrew Segall, Scott T. Acton
1998 J jnl
Multigrid anisotropic diffusion.
IEEE Trans. Image Process.
Scott T. Acton
1998 J jnl
Nonlinear image estimation using piecewise and local image models.
IEEE Trans. Image Process.
Scott T. Acton, Alan C. Bovik
1998 J jnl
On Fuzzy Nonlinear Regression for Image Enhancement.
J. Math. Imaging Vis.
Scott T. Acton
1997 J jnl
Image Restoration Using Generalized Deterministic Annealing.
Digit. Signal Process.
Scott T. Acton
1997 — conf
Morphological Anisotropic Diffusion.
ICIP (3)
C. Andrew Segall, Scott T. Acton
1997 — conf
Watershed Pyramids for Edge Detection.
ICIP (2)
Anthony S. Wright, Scott T. Acton
1996 Misc conf
A pyramidal edge detector based on anisotropic diffusion.
ICASSP
Scott T. Acton
1996 — conf
Edge enhancement of infrared imagery by way of the anisotropic diffusion pyramid.
ICIP (1)
Scott T. Acton
1994 — conf
Anisotropic Diffusion Pyramids for Image Segmentation.
ICIP (3)
Scott T. Acton, Alan C. Bovik, Melba M. Crawford
1994 — conf
Piecewise and Local Class Models for Image Restoration.
ICIP (2)
Scott T. Acton, Alan C. Bovik
1992 Misc conf
Anisotropic edge detection using mean field annealing.
ICASSP
Scott T. Acton, Alan C. Bovik
1990 J jnl
Feature classification techniques in model-based object recognition.
Int. J. Imaging Syst. Technol.
Scott T. Acton, Alan C. Bovik