Machine Learning and Deep Learning Building upon a deep learning approach to using wearable seismocardiography (SCG) for diagnosing aortic valve stenosis and predicting aortic hemodynamics obtained by 4D flow MRI Charilaos Apostolidis, Aggelos K Katsaggelos View project Atmospheric Turbulence Correction Santiago Lopez Tapia, Aggelos K Katsaggelos View project Avian Activity Classification Xijun Wang, Aggelos K Katsaggelos View project AI-based Severity Scoring of Lung Ultrasound Jiaqi Guo, Aggelos K Katsaggelos View project BID: Blind Image Deconvolution Jiaqi Guo, Aggelos K Katsaggelos View project Limited-Angle ChromSTEM Tomography Reconstruction Jiaqi Guo, Aggelos K Katsaggelos View project Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes Jiaqi Guo, Emanuel A .Azcona, Santiago Lopez-Tapia, Aggelos K Katsaggelos View project Harmony-aware Human Motion Synthesis with Music View project Event-Driven Processing and Learning with Spiking Neural Networks Peng Kang, Srutarshi Banerjee, Henry Chopp, Aggelos Katsaggelos, Oliver Cossairt View project The secret of immersion: actor driven camera movement generation for auto-cinematography View project Interpretation of Brain Morphology in Association to Alzheimer’s Disease Dementia Classification Using Graph Convolution Networks on Triangulated Meshes Emanuel A. Azcona, Pierre Besson, Yunan Wu, Arjun Punjabi, Adam Martersteck, Amil Dravid, Todd B. Parrish, S. Kathleen Bandt, Aggelos K. Katsaggelos View project Scalable and Efficient Learning from Crowds with Gaussian Processes Pablo Morales-Álvarez, Pablo Ruiz, Raúl Santos-Rodríguez, Rafael Molina, Aggelos K. Katsaggelos View project Limited-Angle Computed Tomography with Deep Image and Physics Prior Semih Barutcu, Selin Aslan, Doga Gursoy, Aggelos Katsaggelos View project X-Ray Ptychography with Deep Generative and Image Priors Semih Barutcu, Doga Gursoy, Aggelos Katsaggelos View project Learning from Crowds with Variational Gaussian Processes Pablo Ruiz, Pablo Morales-Álvarez, Rafael Molina, Aggelos K. Katsaggelos View project An Adaptive Video Acquisition Scheme for Object Tracking Srutarshi Banerjee, Henry Chopp, Juanga Serra, Oliver Cossairt, Aggelos Katsaggelos View project Fine-tuning Super-Resolution CNNs for Image Enhancement Alice Lucas, Aggelos Katsaggelos View project Video Super-Resolution Aggelos Katsaggelos View project Efficient Video Object Segmentation via Network Modulation Aggelos Katsaggelos View project Spatial-Spectral Representation for X-Ray Fluorescence Image Super-Resolution Qiqin Dai, Emeline Pouyet, Oliver Cossairt, Marc Walton, Francesca Casadio, Aggelos Katsaggelos View project A Deep Symmetry ConvNet for Stroke Lesion Segmentation Aggelos Katsaggelos View project Deep Visualization Aggelos Katsaggelos View project Neuroimaging Modality Fusion in Alzheimer’s Classification Aggelos Katsaggelos View project Dictionary-based phase retrieval for on-chip holographic video Zihao Wang, Donghun Ryu, Kuan He, Oliver Cossairt, Aggelos K Katsaggelos View project
