Scott T. Acton

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 66

Top Venues

ICIP

ACSSC

CoRR

IEEE Trans. Image Process.

Publications

Matthew Korban, Scott T. Acton, Peter A. Youngs, Jonathan K. Foster
Instructional Activity Recognition Using A Transformer Network with Multi-Semantic Attention. SSIAI (2024)
Matthew Korban, Peter A. Youngs, Scott T. Acton
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms. CoRR (2024)
Jonathan K. Foster, Matthew Korban, Peter A. Youngs, Ginger S. Watson, Scott T. Acton
Automatic classification of activities in classroom videos. Comput. Educ. Artif. Intell. 6 (2024)
Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
DeepSeeded: Volumetric segmentation of dense cell populations with a cascade of deep neural networks in bacterial biofilm applications. Expert Syst. Appl. 238 (Part E) (2024)
Matthew Korban, Peter A. Youngs, Scott T. Acton
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection. CoRR (2024)
Matthew Korban, Peter Young, Scott T. Acton
TAA-GCN: A Temporally Aware Adaptive Graph Convolutional Network for Age Estimation. CoRR (2023)
Samarth Singh, Scott T. Acton, Shayan Moosa, Natasha D. Sheybani
An Adaptive and Interpretable Framework for Biomedical Image Analysis. ACSSC (2023)
Matthew Korban, Peter A. Youngs, Scott T. Acton
Instructional Activity Detection Using Deep Neural Networks. DSP (2023)
Tamal Batabyal, Daniel S. Weller, Jaideep Kapur, Scott T. Acton
Efficient Learning of Transform-Domain LMS Filter Using Graph Laplacian. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Matthew Korban, Scott T. Acton, Peter A. Youngs
A Multi-Modal Transformer Network for Action Detection. CoRR (2023)
Marios S. Pattichis, Scott T. Acton, Constantinos S. Pattichis, Andreas S. Panayides
Guest Editorial Large-Scale Medical Image and Video Analytics for Clinical Decision Support. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Matthew Korban, Peter A. Youngs, Scott T. Acton
TAA-GCN: A temporally aware Adaptive Graph Convolutional Network for age estimation. Pattern Recognit. 134 (2023)
Soumee Guha, Olivia de Cuba, Andreas Gahlmann, Scott T. Acton
Diffusionnet: An Efficient Framework to Classify Single-Molecule Images with Latent Entropy Minimization. ICASSP (2023)
Matthew Korban, Peter A. Youngs, Scott T. Acton
A Multi-Modal Transformer network for action detection. Pattern Recognit. 142 (2023)
Jie Wang, Nazia Tabassum, Tanjin Taher Toma, Yibo Wang, Andreas Gahlmann, Scott T. Acton
3D GAN image synthesis and dataset quality assessment for bacterial biofilm. Bioinform. 38 (19) (2022)
Haoyi Ma, Scott T. Acton, Zongli Lin
CAT: Centerness-Aware Anchor-Free Tracker. Sensors 22 (1) (2022)
Tanjin Taher Toma, Yuexuan Wu, Jie Wang, Anuj Srivastava, Andreas Gahlmann, Scott T. Acton
Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell Segmentation. ISBI (2022)
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander Glandon, Nibir K. Dhar, Babajide O. Familoni, Khan Iftekharuddin, Scott T. Acton
Using Skeleton Correction to Improve Flash Lidar-based Gait Recognition. Appl. Artif. Intell. 36 (1) (2022)
Matthew Korban, Samarth Singh, Peter A. Youngs, Ginger S. Watson, Scott T. Acton
AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance Evaluation. ACSCC (2021)
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Scott T. Acton
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network. Expert Syst. Appl. 185 (2021)
Jie Wang, Mingxing Zhang, Ji Zhang, Yibo Wang, Andreas Gahlmann, Scott T. Acton
Graph-Theoretic Post-Processing of Segmentation With Application to Dense Biofilms. IEEE Trans. Image Process. 30 (2021)
Haoyi Ma, Zongli Lin, Scott T. Acton
FAST: Fast and Accurate Scale Estimation for Tracking. IEEE Signal Process. Lett. 27 (2020)
Tamal Batabyal, Barry G. Condron, Scott T. Acton
NeuroPath2Path: Classification and elastic morphing between neuronal arbors using path-wise similarity. Neuroinformatics 18 (3) (2020)
Samarth Singh, Ginger S. Watson, Peter A. Youngs, Scott T. Acton
A Neural Network Approach to Automated Classification of Elementary Mathematics Instructional Activities. SSIAI (2020)
Vishal Monga, Scott T. Acton, Abd-Krim Seghouane, Arrate Muñoz-Barrutia, Jong Chul Ye
Editorial: Introduction to the Issue on Domain Enriched Learning for Medical Imaging. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton
An efficient convolutional neural network for coronary heart disease prediction. Expert Syst. Appl. 159 (2020)
Haoyi Ma, Scott T. Acton, Zongli Lin
SITUP: Scale Invariant Tracking Using Average Peak-to-Correlation Energy. IEEE Trans. Image Process. 29 (2020)
Nazia Tabassum, Michael Ferguson, Jasmin Herz, Scott T. Acton
Complexity Analysis and u-net Based Segmentation of Meningeal Lymphatic Vessels. ACSSC (2020)
Tiffany T. Ly, Tamal Batabyal, Jeremy Thompson, Tajie Harris, Daniel S. Weller, Scott T. Acton
Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching. ACSSC (2020)
Haoyi Ma, Scott T. Acton, Zongli Lin
TARA: Tracking with Aspect Ratio Adaptability. ACSSC (2020)
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton
GlidarCo: gait recognition by 3D skeleton estimation and biometric feature correction of flash lidar data. CoRR (2019)
Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton
Speckle Removal Using Diffusion Potential for Optical Coherence Tomography Images. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Alexander Glandon, Lasitha Vidyaratne, Nasrin Sadeghzadehyazdi, Nibir K. Dhar, Jide O. Familoni, Scott T. Acton, Khan M. Iftekharuddin
3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion Video. IJCNN (2019)
Haris Jeelani, Haoyi Liang, Scott T. Acton, Daniel S. Weller
Content-Aware Enhancement of Images With Filamentous Structures. IEEE Trans. Image Process. 28 (7) (2019)
Aniruddha Dutta, Tamal Batabyal, Meheli Basu, Scott T. Acton
An Efficient Convolutional Neural Network for Coronary Heart Disease Prediction. CoRR (2019)
J. Wang, Tamal Batabyal, M. Zhang, J. Zhang, A. Aziz, Andreas Gahlmann, Scott T. Acton
Lcuts: Linear Clustering of Bacteria Using Recursive Graph Cuts. ICIP (2019)
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander Glandon, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton
Glidar3DJ: a View-Invariant Gait Identification via Flash Lidar Data Correction. ICIP (2019)
Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton
Shape Based Speckle Removal for Ultrasound Image Segmentation. ICIP (2019)
M. Filip Sluzewski, Petr Tvrdik, Scott T. Acton
Segmentation of Cortical Spreading Depression Wavefronts Through Local Similarity Metric. ICIP (2019)
Haoyi Ma, Rebecca Beiter, Alban Gaultier, Scott T. Acton, Zongli Lin
OSLO: Automatic Cell Counting and Segmentation for Oligodendrocyte Progenitor Cells. ICIP (2018)
Tamal Batabyal, Andrea Vaccari, Scott T. Acton
NeuroBFD: Size-independent automated classification of neurons using conditional distributions of morphological features. ISBI (2018)
Jie Wang, Zhongxiao Fu, Nasrin Sadeghzadehyazdi, Jonathan Kipnis, Scott T. Acton
Nonlinear Shape Regression for Filtering Segmentation Results from Calcium Imaging. ICIP (2018)
Scott T. Acton
Farewell Editorial. IEEE Trans. Image Process. 27 (1) (2018)
Rituparna Sarkar, Scott T. Acton
SDL: Saliency-Based Dictionary Learning Framework for Image Similarity. IEEE Trans. Image Process. 27 (2) (2018)
Tiffany Ly, Jeremy Thompson, Tajie Harris, Scott T. Acton
The Coupled Tuff-Bff Algorithm for Automatic 3D Segmentation of Microglia. ICIP (2018)
Nazia Tabassum, Andrea Vaccari, Scott T. Acton
Speckle removal and change preservation by distance-driven anisotropic diffusion of synthetic aperture radar temporal stacks. Digit. Signal Process. 74 (2018)
Tamal Batabyal, Scott T. Acton
Elastic Path2Path: Automated Morphological Classification of Neurons by Elastic Path Matching. ICIP (2018)
Tamal Batabyal, Scott T. Acton
NeuroSoL: Automated classification of neurons using the sorted Laplacian of a graph. ISBI (2017)
Tamal Batabyal, Rituparna Sarkar, Scott T. Acton
GraDED: A graph-based parametric dictionary learning algorithm for event detection. ICIP (2017)
Shrimanti Ghosh, Pierre Boulanger, Scott T. Acton, Silvia S. Blemker, Nilanjan Ray
Automated 3D muscle segmentation from MRI data using convolutional neural network. ICIP (2017)
Haoyi Liang, Scott T. Acton, Daniel S. Weller
Content-aware neuron image enhancement. ICIP (2017)
Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton
Classifying images in a histopathological dataset using the cumulative distribution transform on an automata architecture. GlobalSIP (2017)
Jie Wang, Rituparna Sarkar, Arslan Aziz, Andrea Vaccari, Andreas Gahlmann, Scott T. Acton
Bact-3D: A level set segmentation approach for dense multi-layered 3D bacterial biofilms. ICIP (2017)
Yongjian Yu, Jue Wang, Scott T. Acton
X-ray collimator shutter detection by active-rods. ICIP (2016)
Nasrin Sadeghzadehyazdi, Tamal Batabyal, Laura E. Barnes, Scott T. Acton
Graph-based classification of healthcare provider activity. ACSSC (2016)
Rituparna Sarkar, Andrea Vaccari, Scott T. Acton
SSPARED: Saliency and sparse code analysis for rare event detection in video. IVMSP (2016)
Rituparna Sarkar, Scott T. Acton
Slide: Saliency guided image dictionary and image similarity evaluation. ICIP (2016)
Tamal Batabyal, Andrea Vaccari, Scott T. Acton
LaWeCo: Active region detection in non-uniformly sampled data using Laplacian-weighted covariance. SSIAI (2016)
Charles Kervrann, Carlos Oscar Sánchez Sorzano, Scott T. Acton, Jean-Christophe Olivo-Marin, Michael Unser
A Guided Tour of Selected Image Processing and Analysis Methods for Fluorescence and Electron Microscopy. IEEE J. Sel. Top. Signal Process. 10 (1) (2016)
Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton
Feature extraction and image retrieval on an automata structure. ACSSC (2016)
Qian Sang, Zongli Lin, Scott T. Acton
Learning automata for image segmentation. Pattern Recognit. Lett. 74 (2016)
Tamal Batabyal, Scott T. Acton, Andrea Vaccari
UGrAD: A graph-theoretic framework for classification of activity with complementary graph boundary detection. ICIP (2016)
Yongjian Yu, Jue Wang, Scott T. Acton
Automatic detection of direct radiation for digital fluoroscopy optimization. ICIP (2016)
Nilanjan Ray, Sara McArdle, Klaus Ley, Scott T. Acton
MISTICA: Minimum Spanning Tree-Based Coarse Image Alignment for Microscopy Image Sequences. IEEE J. Biomed. Health Informatics 20 (6) (2016)
Charles Kervrann, Scott T. Acton, Jean-Christophe Olivo-Marin, Carlos Oscar Sánchez Sorzano, Michael Unser
Introduction to the Issue on Advanced Signal Processing in Microscopy and Cell Imaging. IEEE J. Sel. Top. Signal Process. 10 (1) (2016)
Tamal Batabyal, Andrea Vaccari, Scott T. Acton
UGraSP: A unified framework for activity recognition and person identification using graph signal processing. ICIP (2015)
Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton
Dictionary Learning Level Set. IEEE Signal Process. Lett. 22 (11) (2015)
Saurav Basu, Joshua Poulin, Scott T. Acton
Manifolds for pose tracking from monocular video. J. Electronic Imaging 24 (2) (2015)
Suvadip Mukherjee, Scott T. Acton
Oriented filters for vessel contrast enhancement with local directional evidence. ISBI (2015)
Suvadip Mukherjee, Scott T. Acton
Region Based Segmentation in Presence of Intensity Inhomogeneity Using Legendre Polynomials. IEEE Signal Process. Lett. 22 (3) (2015)
Qian Sang, Zongli Lin, Scott T. Acton
A grid-based tracker for erratic targets. Pattern Recognit. 48 (11) (2015)
Nazia Tabassum, Andrea Vaccari, Scott T. Acton
Speckle removal by distance-driven anisotropic diffusion of SAR temporal stacks. ACSSC (2015)
Suvadip Mukherjee, Barry G. Condron, Scott T. Acton
Tubularity Flow Field - A Technique for Automatic Neuron Segmentation. IEEE Trans. Image Process. 24 (1) (2015)
Caroline Crockett, Elizabeth Orrico, Sara McArdle, Klaus Ley, Scott T. Acton
Momentum measure for quantifying dendritic cell movement. ACSSC (2015)
Rituparna Sarkar, Kevin Skadron, Scott T. Acton
A meta-algorithm for classification by feature nomination. ICIP (2014)
Satarupa Mukherjee, Nilanjan Ray, Scott T. Acton
Counting cells from microscopy videos without tracking individual cells. ISBI (2014)
Nilanjan Ray, Satarupa Mukherjee, Krishna Kanth Nakka, Scott T. Acton, Silvia S. Blanker
3D-to-2D mapping for user interactive segmentation of human leg muscles from MRI data. GlobalSIP (2014)
Dipti Prasad Mukherjee, Scott T. Acton
Segmentation of ultrasound images for phlebotomy applications. ICASSP (2014)
Micah Consylman, Suvadip Mukherjee, Dipti Prasad Mukherjee, Barry G. Condron, Scott T. Acton
Social behavior analysis of Drosophila larvae via motion activity recognition. SSIAI (2014)
Suvadip Mukherjee, Rituparna Sarkar, Joshua Vandenbrink, Scott T. Acton, Benjamin Blackman
Tracking sunflower circumnutation using affine parametric active contours. SSIAI (2014)
Rituparna Sarkar, Sedat Ozer, Kevin Skadron, Scott T. Acton
Image classification by multi-kernel dictionary learning. ACSSC (2014)
Sara McArdle, Scott T. Acton, Klaus Ley, Nilanjan Ray
Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees. ICIP (2014)
Suvadip Mukherjee, Saurav Basu, Barry G. Condron, Scott T. Acton
Tree2Tree2: Neuron tracing in 3D. ISBI (2013)
Qian Sang, Zongli Lin, Scott T. Acton
An enhanced grid-based Bayesian array for target tracking. Computational Imaging (2013)
Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton
Shape descriptors based on compressed sensing with application to neuron matching. ACSSC (2013)
Suvadip Mukherjee, Barry G. Condron, Scott T. Acton
Chasing the neurome: Segmentation and comparison of neurons. EUSIPCO (2013)
Suvadip Mukherjee, Scott T. Acton
Vector field convolution medialness applied to neuron tracing. ICIP (2013)
Suvadip Mukherjee, Barry G. Condron, Scott T. Acton
Neuron segmentation with level sets. ACSSC (2013)
Saurav Basu, Barry G. Condron, Alla Aksel, Scott T. Acton
Segmentation and Tracing of Single Neurons from 3D Confocal Microscope Images. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Scott T. Acton
Speckle reducing diffusion for ultrasound image enhancement using the structural similarity image measure. CAMSAP (2013)
Scott T. Acton, Alla Aksel
An information theoretic trackability measure. Computational Imaging (2012)
Scott T. Acton
Session MP7b: Biological modeling and signal analysis (partially invited). ACSCC (2012)
Emmanuel O. Denloye-Ito, Scott T. Acton
Phase congruency eigendecomposition for multi-scale neuronal enhancement. ACSCC (2012)
Michael Stuecheli, Andrea Vaccari, Scott T. Acton
Graph cut segmentation of sparsely sampled images with application to InSAR-measured changes in elevation. SSIAI (2012)
Scott T. Acton
Trackability. ICIP (2012)
Nilanjan Ray, Scott T. Acton, Hong Zhang
Seeing through clutter: Snake computation with dynamic programming for particle segmentation. ICPR (2012)
Clare Yang, Scott T. Acton
External forces for active contours via multi-scale vector field convolution. ICIP (2012)
Xinmin Liu, Zongli Lin, Scott T. Acton
A grid-based Bayesian approach to robust visual tracking. Digit. Signal Process. 22 (1) (2012)
Suvadip Mukherjee, Saurav Basu, Barry G. Condron, Scott T. Acton
A geometric-statistical approach toward neuron matching. ISBI (2012)

Scott T. Acton.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Scott T. Acton