Computational Imaging Courses and Certifications

IEEE Signal Processing Society

Computational Imaging - Deep Learning Approaches

Explore advanced computational imaging techniques with Jong Chul Ye from KAIST, covering innovative approaches in signal processing and image reconstruction.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Computational Imaging: Black Hole Shadows and Imaging Algorithms - Webinar

Explore computational imaging techniques for black hole visualization, featuring insights on imaging algorithms, bias avoidance, and telescope design optimization.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Computational Imaging Systems: From DiffuserCam to Neural Activity Tracking - Seminar 2

Explore computational imaging systems, focusing on DiffuserCam technology and its applications in 3D neural activity tracking. Learn about challenges and solutions in image reconstruction and processing.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

On the Use of Machine Learning for Computational Imaging

Exploring machine learning applications in computational imaging, focusing on inverse problems, regularization, and challenges in phase retrieval, 3D structure reconstruction, and surface analysis.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Machine Learning and Computational Imaging - IPAM at UCLA

Explore AI's role in computational imaging, focusing on deep learning for inverse problems in image recovery and restoration, from denoising to nano-scale imaging.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Computational Imaging - Depth Estimation Techniques and Applications

Explore advanced techniques in computational imaging, focusing on depth estimation methods, stereo vision, and novel applications in 3D reconstruction and image synthesis.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Computational Imaging Systems and Optical Design - Webinar

Explore computational imaging systems, diffractive optics, and neural network-based reconstruction in this advanced signal processing webinar by Prof. Wolfgang Heidrich from KAUST.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Advanced Computational Imaging - Chassez le Naturel, Il Revient au Galop

Explorez les avancées en imagerie computationnelle, en mettant l'accent sur la stabilité et la fiabilité des réseaux neuronaux profonds pour la reconstruction d'images biomédicales.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Imperial College London

Computational Imaging for Realistic Computer Graphics and Beyond

Explore advanced techniques in computational imaging for creating realistic graphics and expanding applications beyond traditional computer graphics.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Center for Physical Genomics and Engineering

Computational Enhanced Multicontrast Imaging of Organoids and In Vivo Mouse Brain

Explore computational imaging advances combining AI with quantitative phase imaging for label-free 3D visualization of organoids and deep mouse brain tissue analysis.

• YouTube
• 59 minutes
• On-Demand
• Free Video

BIMSA

Programming Light Diffraction for Information Processing and Computational Imaging

Discover how to program light diffraction for advanced information processing and computational imaging applications in this specialized research presentation.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

BIMSA

Ptychography for Lensless Computational Imaging in Microscopy and Endoscopy

Discover ptychography techniques for advanced lensless computational imaging applications in microscopy and endoscopy systems.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

3D Phase Imaging with Scattering Samples - IPAM at UCLA

Innovative microscopy techniques for 3D phase imaging in thick, scattering samples using computational algorithms and neural networks to reconstruct refractive index maps from angle-coded illumination.

• YouTube
• 41 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Splitting the Difference Between Deep and Shallow Solutions of Inverse Problems

Explores balancing compressed sensing and deep learning in computational imaging, showcasing Plenoxels for efficient photorealistic view synthesis without neural networks.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Photorealistic Reconstruction from First Principles

Explore photorealistic reconstruction techniques combining compressed sensing and deep learning for computational imaging, focusing on recovering optical density and view-dependent color from calibrated photographs.

• YouTube
• 55 minutes
• On-Demand
• Free Video