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#Computational Imaging

Showing: 27 courses
Stanford University

Stanford Seminar - PyWren - Pushing Microservices to Teraflops

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Explore PyWren, a distributed execution engine simplifying cloud computing for scientists and engineers. Learn about its applications in data science and computational imaging.
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1 Lesons
49 minutes
On-Demand
Free-Video
Paul G. Allen School

A Photoacoustic Airborne Sonar System

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Innovative airborne sonar system using photoacoustic effect for high-throughput underwater imaging, bridging gap between aerial and underwater sensing technologies.
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18 Lesons
1 hour 17 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Computational Imaging and Mask-Based Techniques - SPACE West Webinar

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Explore computational imaging techniques, including mask-based imaging and lensless imaging, with Prof. Salman Asif. Learn about depth reconstruction, simulation results, and practical applications.
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33 Lesons
1 hour 11 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Neural Imaging and Computational Displays - SPACE Webinar Series

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Explore cutting-edge imaging technologies with Prof. Wetzstein, covering single-photon sensors, deep optics, holographic displays, and hybrid optical-electronic CNNs for advanced signal processing applications.
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13 Lesons
1 hour 20 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

SPACE Webinar: X-ray CT Scatter Modeling and Estimation

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Explore advanced X-ray CT techniques, including scatter modeling, neural networks, and minimax problems, to enhance image quality and reduce artifacts in medical imaging.
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28 Lesons
1 hour 6 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Computational Photography and Image Processing Advancements - SPACE Webinar Series

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Explore computational imaging with Prof. Sabine Süsstrunk from EPFL in this IEEE Signal Processing Society webinar, focusing on advanced techniques and applications in image processing.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Multi-Dimensional Scanning Transmission Electron Microscopy to Solve 3D Nanostructures

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Explore advanced electron microscopy techniques for 3D nanostructure analysis, including multi-dimensional imaging channels and computational methods to enhance resolution and information recovery.
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1 Lesons
57 minutes
On-Demand
Free-Video
MGH Martinos Center

Ultra-low-field MRI for Healthcare - A Future Powered by Computing?

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Explore the potential of ultra-low-field MRI in healthcare, focusing on computational advancements and future applications in medical imaging.
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1 Lesons
49 minutes
On-Demand
Free-Video
International Mathematical Union

On Mathematical Modeling in Image Reconstruction and Beyond

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Explores connections between wavelet frame-based and PDE-based approaches in image reconstruction, linking to deep learning and computational imaging advancements.
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1 Lesons
44 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Capturing the First Portrait of Our Milky Way's Black Hole & Beyond

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Explore the groundbreaking methods used to capture the first image of Sagittarius A*, our galaxy's central black hole, and future directions in black hole imaging technology.
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1 Lesons
44 minutes
On-Demand
Free-Video
Alan Turing Institute

A Function Space View of Overparameterized Neural Networks - Rebecca Willet, University of Chicago

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Explore function spaces of overparameterized neural networks, focusing on weight-bounded networks and their approximation capabilities. Insights from Radon transform analysis reveal novel perspectives on learning with ReLU networks.
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17 Lesons
35 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Splitting the Difference Between Deep and Shallow Solutions of Inverse Problems

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Explores balancing compressed sensing and deep learning in computational imaging, showcasing Plenoxels for efficient photorealistic view synthesis without neural networks.
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23 Lesons
46 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Computational Imaging - Deep Learning Approaches

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Explore advanced computational imaging techniques with Jong Chul Ye from KAIST, covering innovative approaches in signal processing and image reconstruction.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Computational Imaging Systems and Optical Design - Webinar

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Explore computational imaging systems, diffractive optics, and neural network-based reconstruction in this advanced signal processing webinar by Prof. Wolfgang Heidrich from KAUST.
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35 Lesons
1 hour 11 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Computational Imaging - Depth Estimation Techniques and Applications

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Explore advanced techniques in computational imaging, focusing on depth estimation methods, stereo vision, and novel applications in 3D reconstruction and image synthesis.
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31 Lesons
1 hour 17 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

Computational Imaging: Black Hole Shadows and Imaging Algorithms - Webinar

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Explore computational imaging techniques for black hole visualization, featuring insights on imaging algorithms, bias avoidance, and telescope design optimization.
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23 Lesons
1 hour 38 minutes
On-Demand
Free-Video
IEEE Signal Processing Society

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

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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.
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31 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

3D Phase Imaging with Scattering Samples - IPAM at UCLA

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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.
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1 Lesons
41 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

On the Use of Machine Learning for Computational Imaging

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Exploring machine learning applications in computational imaging, focusing on inverse problems, regularization, and challenges in phase retrieval, 3D structure reconstruction, and surface analysis.
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1 Lesons
44 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning and Computational Imaging - IPAM at UCLA

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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.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Inside Livermore Lab

Photorealistic Reconstruction from First Principles

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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.
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1 Lesons
55 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Human-Machine Collaboration Approach to Deep Learning Development

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Explore human-machine collaboration in deep learning development with insights from AI expert Alexander Wong on computational imaging and computer vision.
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1 Lesons
50 minutes
On-Demand
Free-Video
Neurosymbolic Programming for Science

Moving Beyond the First Portrait of Our Milky Way's Black Hole by Leveraging Underlying Structure

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Explore computational imaging techniques used to capture black hole images and leverage data structure to extract evolving details of the Milky Way's supermassive black hole.
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1 Lesons
59 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

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

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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.
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1 Lesons
37 minutes
On-Demand
Free-Video
Generative Memory Lab

Diffusion Models for Inverse Problems

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Explore advanced techniques for solving inverse problems using diffusion models, focusing on posterior sampling and manifold constraints.
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1 Lesons
42 minutes
On-Demand
Free-Video
Imperial College London

Computational Imaging for Realistic Computer Graphics and Beyond

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Explore advanced techniques in computational imaging for creating realistic graphics and expanding applications beyond traditional computer graphics.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Isaac Newton Institute for Mathematical Sciences

Machine-Learning Enabled Imaging: From Microscopy to Medical Imaging to Astronomy - Kirk Lecture

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Explore machine learning's impact on imaging across microscopy, medical imaging, and astronomy. Learn how neural networks leverage training data and physical models for improved image quality and resolution.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video