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Scott T. Acton

university of virginia

41H-index
413Paper Count
1.0WCitation Count
Published Papers 76
Publication Date
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Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2026-02-11
err0
PREAI
errTanjin Taher Toma; Yibo Wang; Andreas Gahlmann; Scott T. Acton
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RL-GTN: A reinforced divergence-optimized graph transformer network for skeleton-based action recognition
errPattern Recognition
IF7.6
err2025-11-02
err0
PREAI
errMatthew Korban; Peter Youngs; Scott T. Acton
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errSave
A dynamic predictive transformer with temporal relevance regression for action detection
errPATTERN RECOGNITION
IF7.6
err2025-05-07
err0
PREAI
errKorban, Matthew; Youngs, Peter; Acton, Scott T.
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errSave
Causal State Space Model for Video Understanding
errIEEE Signal Processing Letters
IF3.9
err2025-01-01
err0
PREAI
errMatthew Korban; Peter Youngs; Scott T. Acton
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errSave
Automated Classification of Elementary Instructional Activities Analyzing the Consistency of Human Annotations
errJOURNAL OF LEARNING ANALYTICS
IF3.6
err2024-09-29
err0
errOAAI
errFoster, Jonathan K.; Youngs, Peter; van Aswegen, Rachel; Singh, Samarth; Watson, Ginger S.; Acton, Scott T.
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errSave
DeepSeeded: Volumetric segmentation of dense cell populations with a cascade of deep neural networks in bacterial biofilm applications
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err0
PREAI
errToma, Tanjin Taher; Wang, Yibo; Gahlmann, Andreas; Acton, Scott T.
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errSave
Efficient Learning of Transform-Domain LMS Filter Using Graph Laplacian
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-10-01
err2
errOAAI
errBatabyal, Tamal; Weller, Daniel; Kapur, Jaideep; Acton, Scott T.
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A Multi-Modal Transformer network for action detection
errPATTERN RECOGNITION
IF7.6
err2023-10-01
err10
errOAAI
errKorban, Matthew; Youngs, Peter; Acton, Scott T.
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errSave
TAA-GCN: A temporally aware Adaptive Graph Convolutional Network for age estimation
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err13
errOAAI
errKorban, Matthew; Youngs, Peter; Acton, Scott T.
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errSave
Large-Scale Medical Image and Video Analytics for Clinical Decision Support
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-01-01
err0
errOAAI
errPattichis, Marios S.; Acton, Scott T.; Pattichis, Constantinos S.; Panayides, Andreas S.
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errSave
BCM3D 2.0: accurate segmentation of single bacterial cells in dense biofilms using computationally generated intermediate image representations
errNPJ BIOFILMS AND MICROBIOMES
IF9.2
err2022-12-18
err8
errOAAI
errZhang, Ji; Wang, Yibo; Donarski, Eric D.; Toma, Tanjin T.; Miles, Madeline T.; Acton, Scott T.; Gahlmann, Andreas
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errSave
CAT: Centerness-Aware Anchor-Free Tracker
errSENSORS
IF3.5
err2022-01-04
err2
errOAAI
errMa, Haoyi; Acton, Scott T.; Lin, Zongli
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errSave
Modeling spatiotemporal patterns of gait anomaly with a CNN-LSTM deep neural network
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-12-01
err20
PREAI
errSadeghzadehyazdi, Nasrin; Batabyal, Tamal; Acton, Scott T.
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errSave
Closed-Loop Low-Rank Echocardiographic Artifact Removal
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2021-03-01
err4
errOAAI
errGovinahallisathyanarayana, Sushanth; Acton, Scott T.; Hossack, John A.
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errSave
Graph-Theoretic Post-Processing of Segmentation With Application to Dense Biofilms
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err4
errOAAI
errWang, Jie; Zhang, Mingxing; Zhang, Ji; Wang, Yibo; Gahlmann, Andreas; Acton, Scott T.
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errSave
Microglial Calcium Waves During the Hyperacute Phase of Ischemic Stroke
errSTROKE
IF8.9
err2021-01-01
err29
errOAAI
errLiu, Lei; Kearns, Kathryn N.; Eli, Ilyas; Sharifi, Khadijeh A.; Soldozy, Sauson; Carlson, Elizabeth W.; Scott, Kyle W.; Sluzewski, M. Filip; Acton, Scott T.; Stauderman, Kenneth A.; Kalani, M. Yashar S.; Park, Min; Tvrdik, Petr
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errSave
Non-invasive single-cell morphometry in living bacterial biofilms
errNATURE COMMUNICATIONS
IF15.7
err2020-12-01
err22
errOAAI
errZhang, Mingxing; Zhang, Ji; Wang, Yibo; Wang, Jie; Achimovich, Alecia M.; Acton, Scott T.; Gahlmann, Andreas
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errSave
An efficient convolutional neural network for coronary heart disease prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-11-01
err103
errOAAI
errDutta, Aniruddha; Batabyal, Tamal; Basu, Meheli; Acton, Scott T.
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errSave
SITUP: Scale Invariant Tracking Using Average Peak-to-Correlation Energy
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2020-01-01
err32
errOAAI
errMa, Haoyi; Acton, Scott T.; Lin, Zongli
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errSave
FAST: Fast and Accurate Scale Estimation for Tracking
errieee signal processing magazine
IF3.9
err2020-01-01
err14
PREAI
errMa, Haoyi; Lin, Zongli; Acton, Scott T.
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Klaus Ley
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Alan C. Bovik
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Michaël Unser
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Minhua Shao
H-index: 96 · Papers: 644
J
Jonathan Kipnis
H-index: 86 · Papers: 315
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