Digital Image Processing Courses and Certifications

LinaroOrg

Open Source Support for ARM's Mali-C55 ISP - Implementation and Integration

1 rating

Explore the open-source implementation of Arm's Mali-C55 ISP, covering Linux kernel drivers, libcamera integration, and image processing algorithms for enhanced capture capabilities.

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

Data Science Conference

Building Efficient and Frugal Image Data Processing Pipelines

Discover how to build scalable image processing pipelines for multimodal LLM training, covering technical challenges, infrastructure strategies, and ethical AI optimization approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Optical Displacement Sensors and Fiber-Based Sensing for Microrobots - Module 04

Explore optical displacement sensors, light intensity modulation techniques, fiber-based sensors, and image processing methods for advanced microrobotics applications.

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

LeadDev

Reimagining the Image Pipeline at Squarespace

Discover how Squarespace transformed their image pipeline to handle petabytes of customer images, serving millions per second while adapting to evolving digital landscape needs.

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

tinyML

In-memory Computing and Dynamic Vision Sensors for Internet of Video Things

Exploring neuromorphic technologies, dynamic vision sensors, and in-memory computing for energy-efficient IoT video applications, with focus on innovative solutions for intelligent transportation and unattended ground sensors.

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

IEEE Signal Processing Society

SPACE Webinar Series: Adaptive Dynamic Scanning and Task-Driven Image Reconstruction

Prof. Bin Dong explores signal processing challenges, focusing on image reconstruction, deep learning applications, and task-driven approaches in computer vision and medical imaging.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

IEEE Signal Processing Society

IEEE International Conference on Image Processing 2022 - Poster Session

Explore cutting-edge research in image processing through poster presentations from the IEEE International Conference on Image Processing (ICIP) 2022.

• YouTube
• 2 hours 17 minutes
• Self-Paced
• Free Video

Prodramp

LIMoE- Learning Multiple Modalities with One Sparse Mixture-of-Experts Model

Explore LIMoE, a multimodal AI architecture processing images and text with sparse experts. Learn its internals, training, contrastive learning, behavior, and performance.

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

Hausdorff Center for Mathematics

Bilevel Learning Approaches in Variational Image

Explore bilevel optimization for image denoising, covering variational models, optimality conditions, and Newton-type algorithms. Compare local and non-local approaches using test images.

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

Society for Industrial and Applied Mathematics

Vectorization, Decomposition, and PDE Identification in Imaging and Inverse Problems

Explore image vectorization, decomposition, and PDE identification techniques. Learn about silhouette extraction, image separation, and differential equation recovery from discrete data.

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

Society for Industrial and Applied Mathematics

Blind Image Deblurring - What is the Next Step?

Explore advanced techniques in blind image deblurring, including surface-aware strategies and Quaternion-based methods for color image restoration, with applications in text and natural image processing.

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

Society for Industrial and Applied Mathematics

Joint Estimation and Contour Detection in Large Scale Image Processing

Explore joint estimation and contour detection in large-scale image processing, focusing on textured image segmentation and image restoration using advanced optimization techniques.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

On and Beyond Total Variation Regularization in Imaging - The Role of Space Variance

Exploring space-variant regularisation models for inverse imaging problems, focusing on Total Variation regularisation and its adaptive improvements for local image structures.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

DigitalSreeni

Sholl Analysis - Aggregating Profiles from Multiple Soma

Aprenda a realizar análise de Sholl em múltiplos neurônios, combinando perfis de diferentes tamanhos através de interpolação para comparação e cálculo de médias significativas.

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

NHR@FAU

Processing Very Large Image Volumes with the Adaptive Particle Representation

Explore advanced techniques for processing massive image datasets using adaptive particle representation, enabling efficient visualization and analysis of terabyte-scale biomedical data.

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