IEEE Signal Processing Society Courses

Introduction to Blockchain Programming - Full Course 2023

3 ratings

Master blockchain programming by building real-world Web 3.0 applications including a real estate platform, NFT marketplace, and domain service using Solidity, Ethereum, and React.

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

Geometric Deep Learning for Drug Discovery

2 ratings

Explore geometric deep learning techniques for drug discovery, covering graph neural networks, molecule generation, and retrosynthetic prediction. Gain insights into cutting-edge research and applications in pharmaceutical development.

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

A Tour in the Real-World Challenges Faced by Law Enforcement Agencies When Dealing With Images

1 rating

Explore real-world challenges in law enforcement image analysis, covering infrared footage, lens distortion, perspective issues, compression artifacts, and AI impacts on forensic video interpretation.

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

Neural Imaging and Computational Displays - SPACE Webinar Series

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.

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

SPACE Webinar: Imaging Techniques for Museum Painting Analysis

Explore advanced imaging techniques for analyzing painting layers, including fluorescence, X-ray, and machine learning methods for art conservation and authentication.

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

Game Theoretic Learning and Spectrum Management - Part 2

Explore game theory in signal processing, covering multi-arm bandits, adaptive algorithms, and reinforcement learning for spectrum management and network optimization.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

From Compressed Sensing to Deep Learning - Tasks, Structures and Models

Explore signal processing from compressed sensing to deep learning, covering task-based acquisition, sub-Nyquist sampling, super-resolution techniques, and hybrid algorithms combining model-based and data-driven approaches.

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

Customized CT Workflow and Task-Driven Imaging Techniques

Explore advanced CT imaging techniques, including customized workflows, task-driven imaging, and novel acquisition methods for improved image quality and task performance in medical diagnostics.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Hyperspectral Neutron Imaging and Tomographic Reconstruction - Challenges and Methods

Explore advanced tomographic reconstruction techniques for neutron CT and cryoEM, focusing on challenges, model-based approaches, and applications in materials science and chemical mapping.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

SPACE Webinar: X-ray CT Scatter Modeling and Estimation

Explore advanced X-ray CT techniques, including scatter modeling, neural networks, and minimax problems, to enhance image quality and reduce artifacts in medical imaging.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Optimization in Signal Processing and Machine Learning

Explore optimization in signal processing with Prof. John Wright, covering topics like overcomplete dictionaries, nonconvex optimization, and blind deconvolution.

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

Coherent Scattering and Memory Effect in Imaging Through Scattering Layers

Explore coherent scattering, memory effect, and Monte Carlo simulations in imaging through scattering media with Prof. Anat Levin's insightful presentation on advanced signal processing techniques.

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

Earth Observation and Data Science for Global Urban Mapping - SPACE Webinar

Explore Earth observation, big data, and urban mapping with Prof. Zhu. Learn about global urban footprints, radar tomography, and data science approaches to settlement classification.

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

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
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video