Learning Spatiotemporal Features with 3D Convolutional Networks

• DEGAST3D: Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images

  2025 IEEE Transactions on Computational Biology and Bioinformatics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  1

  citations
• Identification of Mitosis Stages Using Artificial Neural Networks for 3D Time Lapse Cell Sequences

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  0

  citations
• D 2 Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos

  2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Advanced Neural Network Applications

  27

  citations
• O2A: One-Shot Observational Learning with Action Vectors

  2021 Frontiers in Robotics and AI article Computer Science Reinforcement Learning in Robotics Open access

  6

  citations
• Assessment of Parkinson’s Disease Severity From Videos Using Deep Architectures

  2021 IEEE Journal of Biomedical and Health Informatics article Computer Science Human Pose and Action Recognition Open access

  33

  citations
• autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients

  2021 IEEE Transactions on Medical Imaging article Medicine Acute Ischemic Stroke Management Open access cited by 1 patent

  48

  citations
• How higher goals are constructed and collapse under stress: A hierarchical Bayesian control systems perspective

  2021 Neuroscience & Biobehavioral Reviews article Neuroscience Embodied and Extended Cognition Open access

  31

  citations
• Making a Case for 3D Convolutions for Object Segmentation in Videos

  2020 British Machine Vision Conference (BMVC) conference-paper Computer Science Visual Attention and Saliency Detection

  31

  citations

8 results