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#Image Denoising

Showing: 18 courses
Yale University

Image Quality Evaluation of Deep Learning Image Reconstruction and Denoising in Clinical CT

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Explore advanced techniques for assessing image quality in CT scans using deep learning, focusing on reconstruction and denoising methods for improved clinical outcomes.
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1 Lesons
28 minutes
On-Demand
Free-Video
Yale University

Deep Learning for CT Reconstruction – Image Denoising and Beyond

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Explore advanced deep learning techniques for CT image reconstruction, focusing on denoising methods and innovative approaches to enhance medical imaging quality.
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1 Lesons
24 minutes
On-Demand
Free-Video

Neural Networks Examples in MATLAB

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Explore practical applications of neural networks in MATLAB, including image processing, classification, and prediction tasks using various deep learning architectures.
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9 Lesons
2 hours 30 minutes
On-Demand
Free-Video
DigitalSreeni

Denoising MRI Images - Also CT & Microscopy Images

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Learn effective techniques for denoising MRI, CT, and microscopy images using traditional methods like Gaussian smoothing, bilateral filtering, anisotropic diffusion, non-local means, and BM3D algorithms.
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15 Lesons
43 minutes
On-Demand
Free-Video
DigitalSreeni

Denoising 3D Multi-Channel Scientific Images Using Noise2Void Deep Learning Approach

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Learn to denoise 2D and 3D multichannel scientific images using Noise2Void deep learning, focusing on CZI files from ZEISS microscopes. Explore implementation, training, and practical applications for improved image quality.
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9 Lesons
22 minutes
On-Demand
Free-Video
Molecular Imaging & Therapy

From Pretty to Useful: A Story in Using AI to Denoise Medical Images

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Explore AI's journey in medical imaging, from aesthetic enhancements to practical applications in denoising, with insights on evaluating model usefulness and future directions.
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1 Lesons
46 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Numerical Approximation of the Stochastic Total Variation Flow

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Explore numerical schemes for simulating stochastic total variation flow, including convergence analysis and applications in image denoising.
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1 Lesons
43 minutes
On-Demand
Free-Video
Isaac Newton Institute for Mathematical Sciences

Variational Methods in Image Processing and Advanced Materials Analysis - Kirk Lecture

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Explore variational methods in image processing and advanced materials analysis, focusing on density measures, image denoising, and quantum dot formation in semiconductors.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
VinAI

Independent Finite Approximations for Bayesian Nonparametric Inference

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Explore independent finite approximations for Bayesian nonparametric inference, comparing them to truncated finite approximations and analyzing their performance in real-world applications.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Vladimir Chopine [GeekatPlay]

Misconceptions About AI Generated Art

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Debunking common misconceptions about AI-generated art, exploring its creative potential, technical aspects, and ethical considerations for artists and enthusiasts.
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22 Lesons
50 minutes
On-Demand
Free-Video
The Joy of Editing with Dave Kelly

Getting Creative with Plugins - Topaz, Luminar 4, NIK

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Explore creative photo editing techniques using Topaz, Luminar 4, and NIK plugins. Learn to enhance images with denoising, eye adjustments, filters, and sky repairs for stunning results.
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9 Lesons
16 minutes
On-Demand
Free-Video
ChamferZone

Stable Diffusion - Master AI Art: Installation, Prompts, Txt2img-Img2img, Out-Inpaint and Resize Tutorial

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Comprehensive tutorial on Stable Diffusion AI art generation, covering installation, prompts, text-to-image, image-to-image, outpainting, inpainting, and advanced techniques for creating diverse AI-generated artwork.
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24 Lesons
59 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Denoising as a Building Block: Theory and Applications in Image Processing

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Explore image denoising theory, its properties, and applications as building blocks for broader image processing tasks and inverse problem regularization.
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24 Lesons
59 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Deep Decoder: Concise Image Representations from Untrained Networks - Lecture 2

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Explores untrained neural networks as image models, focusing on the Deep Decoder for efficient compression and denoising. Discusses theoretical foundations and compares performance to other approaches.
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26 Lesons
39 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

From Phase Separation in Heterogeneous Media to Learning Training Schemes for Image Denoising

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Exploring variational approaches in phase separation and image denoising, focusing on heterogeneous media, geometric measure theory, and optimized training schemes for improved performance.
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1 Lesons
41 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Learning Robust Imaging Models without Paired Data

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Explore robust imaging models using Bayesian inference and deep learning without paired data. Learn techniques for image denoising, segmentation, and unpaired degradation modeling in practical applications.
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33 Lesons
56 minutes
On-Demand
Free-Video
HUJI Machine Learning Club

Manifold Denoising with Application to Electron Microscopy

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Discover advanced manifold denoising techniques for electron microscopy image processing, focusing on Fourier-like basis construction and filtering methods to enhance two-dimensional image collections through mathematical analysis.
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1 Lesons
56 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

The New Era of Image Denoising

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Explore revolutionary image denoising techniques, their applications in inverse problems, and the concept of diverse solutions in image processing.
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1 Lesons
32 minutes
On-Demand
Free-Video