Matthew Korban

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Spatio Temporal

Action Detection

Activity Detection

Top Venues

Pattern Recognit.

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)
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)
Matthew Korban, Peter A. Youngs, Scott T. Acton
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection. CoRR (2024)
Matthew Korban, Xin Li
Semantics-enhanced early action detection using dynamic dilated convolution. Pattern Recognit. 140 (2023)
Matthew Korban, Peter Young, Scott T. Acton
TAA-GCN: A Temporally Aware Adaptive Graph Convolutional Network for Age Estimation. CoRR (2023)
Matthew Korban, Peter A. Youngs, Scott T. Acton
Instructional Activity Detection Using Deep Neural Networks. DSP (2023)
Matthew Korban, Scott T. Acton, Peter A. Youngs
A Multi-Modal Transformer Network for Action Detection. CoRR (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)
Matthew Korban, Peter A. Youngs, Scott T. Acton
A Multi-Modal Transformer network for action detection. Pattern Recognit. 142 (2023)
Matthew Korban, Xin Li
A Survey on Applications of Digital Human Avatars toward Virtual Co-presence. CoRR (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)
Matthew Korban, Xin Li
DDGCN: A Dynamic Directed Graph Convolutional Network for Action Recognition. ECCV (20) (2020)
Matthew Korban, Xin Li, Kehua Miao, Yimin Zhu
3D Human Body Inpainting using Intrinsic Statistical Shape Models. ICCSE (2019)