Image Denoising Courses and Certifications

DigitalSreeni

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

Denoise 2D and 3D multichannel scientific images with Noise2Void, training directly from noisy data without clean-image ground truth.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

DigitalSreeni

Denoising RGB Images Using Deep Learning - Noise2Void

Train a Noise2Void deep learning model to denoise RGB images from noisy data alone using TensorFlow and Google Colab.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

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

A talk on evaluating image quality in deep learning reconstruction and denoising for clinical CT.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Integrating Image Quality Models into Deep CT Denoising

A talk on integrating image quality models into deep-learning methods for CT denoising.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Deep Learning for CT Reconstruction – Image Denoising and Beyond

A workshop talk on using deep learning for CT reconstruction, focusing on image denoising and applications beyond it.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Coursera

Enhance Images: Quality Fixes Fast

Diagnose blur, noise, contrast, and exposure defects in image datasets, then apply deblurring, denoising filters, and histogram correction, validating gains with PSNR.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid Course

PiXimperfect

Photoshop 2026 - 12 New Features, One Big Catch!

Explore 12 groundbreaking AI-powered features in Photoshop 2026, from Nano Banana to generative upscaling, plus learn about Adobe's new credit system and its impact on creative workflows.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

DigitalSreeni

Denoising and Edge Detection Using OpenCV in Python

Use OpenCV to denoise microscope images while preserving important structures, then detect edges with the Canny method.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

DigitalSreeni

Histogram Based Image Segmentation in Python

Use histogram-based thresholding in Python to segment grayscale microscope images, then clean the resulting regions with denoising and morphological operations.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

DigitalSreeni

Top 5 Breakthroughs in Microscopy Image Analysis

Discover 5 revolutionary microscopy image analysis breakthroughs from 2022-2025: μSAM foundation models, Cellpose3 integrated denoising, diffusion models, vision transformers, and Omnipose.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

VinAI

Independent Finite Approximations for Bayesian Nonparametric Inference

Explore independent finite approximations for Bayesian nonparametric inference, comparing them to truncated finite approximations and analyzing their performance in real-world applications.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Image Denoising Using AutoEncoders in Keras and Python

277 ratings at Coursera

Train an autoencoder in Keras with TensorFlow 2.0 to remove noise from grayscale images, from adding random noise and preprocessing to evaluating model performance.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

Sparse Representations in Image Processing: From Theory to Practice

5 ratings

Learn about the deployment of the sparse representation model to signal and image processing.

• edX
• 5 weeks, 5-6 hours a week
• No Longer Offered
• Free Online Course

Deep Learning with PyTorch : Build an AutoEncoder

13 ratings at Coursera

Implement an autoencoder in PyTorch: encode images into a compressed representation, decode to reconstruct them, and denoise handwritten digits.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

IIT Madras;  NPTEL

Image Signal Processing

Explore how digital images are formed, transformed, enhanced, restored, and used for recovering three-dimensional shape.

• Swayam
• 12 weeks
• Not Currently Offered
• Free Online Course