Carmel L. Howe

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Top Venues

IEEE Trans. Computational Imaging

Publications

Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Model-Based Explainable Deep Learning for Light-Field Microscopy Imaging. IEEE Trans. Image Process. 33 (2024)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Shift-Invariant-Subspace Discretization and Volume Reconstruction for Light Field Microscopy. IEEE Trans. Computational Imaging 8 (2022)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Light-Field Microscopy for the Optical Imaging of Neuronal Activity: When model-based methods meet data-driven approaches. IEEE Signal Process. Mag. 39 (2) (2022)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
Deep Learning For Light Field Microscopy Using Physics-Based Models. ISBI (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
Model-Inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. ICASSP (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Light-Field Microscopy for optical imaging of neuronal activity: when model-based methods meet data-driven approaches. CoRR (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization. CoRR (2021)
Pingfan Song, Herman Verinaz-Jadan, Carmel L. Howe, Peter Quicke, Amanda J. Foust, Pier Luigi Dragotti
3D Localization for Light-Field Microscopy via Convolutional Sparse Coding on Epipolar Images. IEEE Trans. Computational Imaging 6 (2020)
Herman Verinaz-Jadan, Pingfan Song, Carmel L. Howe, Amanda J. Foust, Pier Luigi Dragotti
Volume Reconstruction for Light Field Microscopy. ICASSP (2020)