| 2025 | ACSSC | Multi-Modal Transformer Network for Classroom Instruction Analysis. | Matthew Korban, Chongyu He, Peter A. Youngs, Scott T. Acton |
| 2025 | ACSSC | FABLE: Florence-2-Assisted Behavioral Learning and Embedding for Multilabel Action Recognition. | Jonathan McGee, Soumee Guha, Lisa S. Berlizova, Peter A. Youngs, Scott T. Acton |
| 2025 | ACSSC | Skull Curvature Quantification Using Gaussian Curvature. | Samarth Singh, G. Wilson Miller, Scott T. Acton |
| 2025 | ICIP | PSF-SRDN: Point Spread Function-Aware Speckle Reducing Diffusion Network. | Soumee Guha, Yi Huang, John A. Hossack, Scott T. Acton |
| 2025 | ICIP | Semanticbox: Bounding Box-Guided Caption Enhanced Action Recognition for Instructional Videos. | Jonathan McGee, Chongyu He, Peter A. Youngs, Scott T. Acton, Matthew Korban |
| 2024 | ACSSC | Dynamic Average Consensus for Improving Classifier Accuracy for Multi-Camera Video Sequences. | Soumee Guha, Lisa S. Berlizova, Zongli Lin, Scott T. Acton |
| 2024 | ACSSC | Student Engagement Assessment in Classrooms Using a Novel 3D Eye-Gaze Estimation and Evaluation Algorithm. | Matthew Korban, Jonathan McGee, Peter A. Youngs, Scott T. Acton |
| 2023 | ACSSC | An Adaptive and Interpretable Framework for Biomedical Image Analysis. | Samarth Singh, Scott T. Acton, Shayan Moosa, Natasha D. Sheybani |
| 2023 | ICASSP | Diffusionnet: An Efficient Framework to Classify Single-Molecule Images with Latent Entropy Minimization. | Soumee Guha, Olivia de Cuba, Andreas Gahlmann, Scott T. Acton |
| 2021 | ACSSC | AI-Assisted Activity Detection in K-6 Classroom Environments: A Preliminary Framework to Assist in Pedagogical Performance Evaluation. | Matthew Korban, Samarth Singh, Peter A. Youngs, Ginger S. Watson, Scott T. Acton |
| 2020 | ACSSC | Hieroglyph: Hierarchical Glia Graph Skeletonization and Matching. | Tiffany T. Ly, Tamal Batabyal, Jeremy Thompson, Tajie H. Harris, Daniel S. Weller, Scott T. Acton |
| 2020 | ACSSC | TARA: Tracking with Aspect Ratio Adaptability. | Haoyi Ma, Scott T. Acton, Zongli Lin |
| 2020 | ACSSC | Complexity Analysis and u-net Based Segmentation of Meningeal Lymphatic Vessels. | Nazia Tabassum, Michael Ferguson, Jasmin Herz, Scott T. Acton |
| 2019 | ICIP | Shape Based Speckle Removal for Ultrasound Image Segmentation. | Angshuman Paul, Dipti Prasad Mukherjee, Scott T. Acton |
| 2019 | ICIP | Glidar3DJ: a View-Invariant Gait Identification via Flash Lidar Data Correction. | Nasrin Sadeghzadehyazdi, Tamal Batabyal, Alexander M. Glandon, Nibir K. Dhar, B. O. Familoni, Khan M. Iftekharuddin, Scott T. Acton |
| 2019 | ICIP | Segmentation of Cortical Spreading Depression Wavefronts Through Local Similarity Metric. | M. Filip Sluzewski, Petr Tvrdik, Scott T. Acton |
| 2019 | ICIP | Lcuts: Linear Clustering of Bacteria Using Recursive Graph Cuts. | Jie Wang, Tamal Batabyal, Mingxing Zhang, Ji Zhang, Arslan Aziz, Andreas Gahlmann, Scott T. Acton |
| 2019 | IJCNN | 3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion Video. | Alexander M. Glandon, Lasitha Vidyaratne, Nasrin Sadeghzadehyazdi, Nibir K. Dhar, Jide O. Familoni, Scott T. Acton, Khan M. Iftekharuddin |
| 2018 | ICIP | Elastic Path2Path: Automated Morphological Classification of Neurons by Elastic Path Matching. | Tamal Batabyal, Scott T. Acton |
| 2018 | ICIP | The Coupled Tuff-Bff Algorithm for Automatic 3D Segmentation of Microglia. | Tiffany Ly, Jeremy Thompson, Tajie H. Harris, Scott T. Acton |
| 2018 | ICIP | OSLO: Automatic Cell Counting and Segmentation for Oligodendrocyte Progenitor Cells. | Haoyi Ma, Rebecca Beiter, Alban Gaultier, Scott T. Acton, Zongli Lin |
| 2018 | ICIP | Nonlinear Shape Regression for Filtering Segmentation Results from Calcium Imaging. | Jie Wang, Zhongxiao Fu, Nasrin Sadeghzadehyazdi, Jonathan Kipnis, Scott T. Acton |
| 2017 | ICIP | GraDED: A graph-based parametric dictionary learning algorithm for event detection. | Tamal Batabyal, Rituparna Sarkar, Scott T. Acton |
| 2017 | ICIP | Automated 3D muscle segmentation from MRI data using convolutional neural network. | Shrimanti Ghosh, Pierre Boulanger, Scott T. Acton, Silvia S. Blemker, Nilanjan Ray |
| 2017 | ICIP | Content-aware neuron image enhancement. | Haoyi Liang, Scott T. Acton, Daniel S. Weller |
| 2017 | ICIP | Bact-3D: A level set segmentation approach for dense multi-layered 3D bacterial biofilms. | Jie Wang, Rituparna Sarkar, Arslan Aziz, Andrea Vaccari, Andreas Gahlmann, Scott T. Acton |
| 2016 | ACSSC | Feature extraction and image retrieval on an automata structure. | Tiffany Ly, Rituparna Sarkar, Kevin Skadron, Scott T. Acton |
| 2016 | ACSSC | Graph-based classification of healthcare provider activity. | Nasrin Sadeghzadehyazdi, Tamal Batabyal, Laura E. Barnes, Scott T. Acton |
| 2016 | ICIP | UGrAD: A graph-theoretic framework for classification of activity with complementary graph boundary detection. | Tamal Batabyal, Scott T. Acton, Andrea Vaccari |
| 2016 | ICIP | Slide: Saliency guided image dictionary and image similarity evaluation. | Rituparna Sarkar, Scott T. Acton |
| 2016 | ICIP | X-ray collimator shutter detection by active-rods. | Yongjian Yu, Jue Wang, Scott T. Acton |
| 2016 | ICIP | Automatic detection of direct radiation for digital fluoroscopy optimization. | Yongjian Yu, Jue Wang, Scott T. Acton |
| 2015 | ACSSC | Momentum measure for quantifying dendritic cell movement. | Caroline Crockett, Elizabeth Orrico, Sara McArdle, Klaus Ley, Scott T. Acton |
| 2015 | ACSSC | Speckle removal by distance-driven anisotropic diffusion of SAR temporal stacks. | Nazia Tabassum, Andrea Vaccari, Scott T. Acton |
| 2015 | ICIP | UGraSP: A unified framework for activity recognition and person identification using graph signal processing. | Tamal Batabyal, Andrea Vaccari, Scott T. Acton |
| 2014 | ACSSC | Image classification by multi-kernel dictionary learning. | Rituparna Sarkar, Sedat Ozer, Kevin Skadron, Scott T. Acton |
| 2014 | ICASSP | Segmentation of ultrasound images for phlebotomy applications. | Dipti Prasad Mukherjee, Scott T. Acton |
| 2014 | ICIP | Registering sequences of in vivo microscopy images for cell tracking using dynamic programming and minimum spanning trees. | Sara McArdle, Scott T. Acton, Klaus Ley, Nilanjan Ray |
| 2014 | ICIP | A meta-algorithm for classification by feature nomination. | Rituparna Sarkar, Kevin Skadron, Scott T. Acton |
| 2013 | ACSSC | Neuron segmentation with level sets. | Suvadip Mukherjee, Barry G. Condron, Scott T. Acton |
| 2013 | ACSSC | Shape descriptors based on compressed sensing with application to neuron matching. | Rituparna Sarkar, Suvadip Mukherjee, Scott T. Acton |
| 2013 | ICIP | Vector field convolution medialness applied to neuron tracing. | Suvadip Mukherjee, Scott T. Acton |
| 2012 | ACSSC | Session MP7b: Biological modeling and signal analysis (partially invited). | Scott T. Acton |
| 2012 | ACSSC | Session TP6b: Biological image analysis. | Scott T. Acton |
| 2012 | ACSSC | Phase congruency eigendecomposition for multi-scale neuronal enhancement. | Emmanuel O. Denloye-Ito, Scott T. Acton |
| 2012 | ICIP | Trackability. | Scott T. Acton |
| 2012 | ICIP | External forces for active contours via multi-scale vector field convolution. | Clare Yang, Scott T. Acton |
| 2012 | ICPR | Seeing through clutter: Snake computation with dynamic programming for particle segmentation. | Nilanjan Ray, Scott T. Acton, Hong Zhang |
| 2010 | ICIP | Symmetry constrained shape evolution in shape manifolds for shape based retrieval. | Saurav Basu, Scott T. Acton |
| 2010 | ISCA | Parallelization of Particle Filter Algorithms. | Matthew A. Goodrum, Michael J. Trotter, Alla Aksel, Scott T. Acton, Kevin Skadron |
| 2009 | ICIP | Object segmentation by traversing a pose-shape manifold. | Saurav Basu, Scott T. Acton |
| 2008 | ICIP | Automated magnetic resonance assisted echocardiographic motion analysis. | Andrew D. Gilliam, John A. Hossack, Frederick H. Epstein, Brent A. French, Scott T. Acton |
| 2008 | ICIP | Velocity guided segmentation of phase contrast magnetic resonance angiography. | Robert L. Janiczek, Frederick H. Epstein, Scott T. Acton |
| 2008 | ICIP | Oil sand image segmentation using the inclusion filter. | Nilanjan Ray, Baidya Nath Saha, Scott T. Acton |
| 2007 | ICIP | Implicit Evolution of Open Ended Curves. | Saurav Basu, Dipti Prasad Mukherjee, Scott T. Acton |
| 2007 | ICIP | Echocardiographic Simulation for Validation of Automated Segmentation Methods. | Andrew D. Gilliam, Scott T. Acton |
| 2007 | ICIP | 3D Segmentation of the Prostate via Poisson Inverse Gradient Initialization. | Bing Li, Abhay V. Patil, John A. Hossack, Scott T. Acton |
| 2006 | ICIP | Ultrasound Myocardial Tracking with Speckle Reducing Anisotropic Diffusion Assisted Initialization. | Alla Aksel, Robert L. Janiczek, John A. Hossack, Brent A. French, Scott T. Acton |
| 2006 | ICIP | Freehand 3D Ultrasound Volume Reconstruction via Sub-Pixel Phase Correlation. | Andrew D. Gilliam, John A. Hossack, Scott T. Acton |
| 2006 | ICIP | Vector Field Convolution for Image Segmentation using Snakes. | Bing Li, Scott T. Acton |
| 2006 | ICIP | Ultrasound Despeckling Using an Adaptive Window Stochastic Approach. | Peter C. Tay, Scott T. Acton, John A. Hossack |
| 2005 | ICASSP | Spatiotemporal Segmentation for Validation of Rolling Leukocyte Tracking Data. | Nilanjan Ray, Scott T. Acton |
| 2005 | ICIP | Deconvolutional speckle reducing anisotropic diffusion. | Scott T. Acton |
| 2005 | ICIP | Tracking multiple cells by correspondence resolution in a sequential Bayesian framework. | Nilanjan Ray, Gang Dong, Scott T. Acton |
| 2004 | CBMS | Detection of Microspheres in Venules for Automated Particle Image. | Gang Dong, Edward Damiano, Michael L. Smith, Scott T. Acton, Klaus Ley |
| 2004 | CBMS | Generalized Speckle Reducing Anisotropic Diffusion for Ultrasound Imagery. | Yongjian Yu, Janelle A. Molloy, Scott T. Acton |
| 2004 | ICIP | Ankle cartilage surface segmentation using directional gradient vector flow snakes. | Jinshan Tang, Steven Millington, Scott T. Acton, Jeff Crandall, Shepard Hurwitz |
| 2003 | ICIP | A variational method for leukocyte detection. | Gang Dong, Scott T. Acton |
| 2003 | ICIP | Self-dual inclusion filters for grayscale imagery. | Nilanjan Ray, Scott T. Acton |
| 2003 | ICIP | Active contours with area-weighted binary flows for segmenting low SNR imagery. | Yongjian Yu, Scott T. Acton |
| 2002 | ICIP | Agglomerative clustering of feature data for image segmentation. | Partha Pratim Mohanta, Dipti Prasad Mukherjee, Scott T. Acton |
| 2002 | ICIP | Tracking fast-rolling leukocytes in vivo with active contours. | Nilanjan Ray, Scott T. Acton |
| 2002 | ICPR | Agglomerative Clustering for Image Segmentation. | Partha Pratim Mohanta, Dipti Prasad Mukherjee, Scott T. Acton |
| 2001 | ICIP | MRI ventilation analysis by merging parametric active contours. | Nilanjan Ray, Scott T. Acton, Talissa A. Altes, Eduard E. de Lange |
| 2001 | ICIP | Active contour segmentation guided by AM-FM dominant component analysis. | Nilanjan Ray, Joebob P. Havlicek, Scott T. Acton, Marios S. Pattichis |
| 2000 | ICASSP | Image edges from area morphology. | Scott T. Acton, Dipti Prasad Mukherjee |
| 2000 | ICIP | A Pyramidal Algorithm for Area Morphology. | Scott T. Acton |
| 2000 | ICIP | Area Morphological Segmentation for Content Based Retrieval. | Badrinarayan Raghunathan, Scott T. Acton |
| 2000 | ICIP | Polarimetric SAR Image Segmentation Using Texture Partitioning and Statistical Analysis. | Yongjian Yu, Scott T. Acton |
| 1999 | ICASSP | 2-D binary locally monotonic regression. | Alfredo Restrepo, Scott T. Acton |
| 1999 | ICIP | Locally Monotonic Models for Image and Video Processing. | Scott T. Acton, Alfredo Restrepo |
| 1999 | ICIP | The Morphological Lomo Filter for Multiscale Image Processing. | Joseph Bosworth, Scott T. Acton |
| 1999 | ICIP | Document Page Segmentation Using Multiscale Clustering. | Dipti Prasad Mukherjee, Scott T. Acton |
| 1999 | ICIP | A Content Based Retrieval Engine for Circuit Board Inspection. | Badrinarayan Raghunathan, Scott T. Acton |
| 1998 | ICASSP | Anisotropic diffusion and local monotonicity. | Scott T. Acton |
| 1998 | ICIP | A PDE Technique for Generating Locally Monotonic Images. | Scott T. Acton |
| 1998 | ICIP | Gradient Independent Translation via Differential Morphology. | C. Andrew Segall, Scott T. Acton |
| 1997 | ICIP | Morphological Anisotropic Diffusion. | C. Andrew Segall, Scott T. Acton |
| 1997 | ICIP | Watershed Pyramids for Edge Detection. | Anthony S. Wright, Scott T. Acton |
| 1996 | ICASSP | A pyramidal edge detector based on anisotropic diffusion. | Scott T. Acton |
| 1996 | ICIP | Edge enhancement of infrared imagery by way of the anisotropic diffusion pyramid. | Scott T. Acton |
| 1994 | ICIP | Piecewise and Local Class Models for Image Restoration. | Scott T. Acton, Alan C. Bovik |
| 1994 | ICIP | Anisotropic Diffusion Pyramids for Image Segmentation. | Scott T. Acton, Alan C. Bovik, Melba M. Crawford |
| 1992 | ICASSP | Anisotropic edge detection using mean field annealing. | Scott T. Acton, Alan C. Bovik |