3D Reconstruction Courses and Certifications

Institute for Pure & Applied Mathematics (IPAM)

Inference Poses for Reconstruction of 3D Molecular Volumes from Cryo-EM Images

Explore innovative techniques for reconstructing 3D molecular structures from cryo-EM data, focusing on the cryoAI algorithm that combines machine learning and physics-based approaches for efficient processing of large datasets.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Molecular Imaging & Therapy

SPECT Image Reconstruction Tutorial Using SlicerSPECTRecon on 3D Slicer

Master SPECT image reconstruction techniques using the SlicerSPECTRecon extension, featuring hands-on demonstrations for processing and analyzing medical imaging data in 3D environments.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Fundamental Matrix and Stereo Vision - Lecture 13

Explore fundamental matrices, stereo photosynthesis, and random sampling consensus in image processing and computer vision applications.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Structure from Motion - Lecture 15

Learn about Shape from X, 3D recovery and applications, Kinect technology, Moving Light Display, and Structure for Motion in computer vision. Explore key concepts and results in this comprehensive lecture.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Stereo Vision and Depth Perception in Computer Vision - Lecture 16

Explore stereo vision techniques, including shape reconstruction, rectification, correspondence, and correlation methods for depth perception in computer vision applications.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Black Mixture

Generate 3D from Any Video - Gaussian Splatting Tutorial with Postshot

Explore 3D Gaussian splatting with Postshot to create photorealistic renders from videos, export to Blender and After Effects, and produce stunning visuals effortlessly.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Neural Breakdown with AVB

Understanding Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields

Explore the evolution and technical advances of Zip-NeRF, an innovative AI algorithm that revolutionizes 3D scene synthesis from 2D images, building upon NeRF and related technologies.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Polyfjord

3D Camera Tracking with COLMAP - Automated Photogrammetry Workflow for Blender

Master automated 3D camera tracking using COLMAP photogrammetry to create precise tracks and point clouds from video footage, then import directly into Blender.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Animagraffs

How I Recreated Hoover Dam in 3D

Dive into the behind-the-scenes process of recreating Hoover Dam in 3D, exploring research methods, detailed modeling techniques, and development insights using Blender.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Minimally Invasive Surgery for Superior Semicircular Canal Dehiscence - Isaac Yang, MD - UCLAMDChat

Neurosurgeon explains minimally invasive keyhole craniotomy for Superior Semicircular Canal Dehiscence, showcasing surgical techniques, modern technology, and patient-specific approaches.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Rust

Photometric Stereo on the Web with Rust and WebAssembly

Explore 3D reconstruction techniques, focusing on Photometric Stereo applied to the Bayeux Tapestry, with implementation in Rust and WebAssembly for web-based applications.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Machine Learning for Determining Protein Structure and Dynamics from Cryo-EM Images

Explore machine learning techniques for analyzing cryo-EM images to determine protein structure and dynamics, focusing on the cryoDRGN algorithm and its applications in structural biology.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Nik Kottmann

Create Looping VFX Animation with Blender

Learn to create seamless looping VFX animations in Blender. Master techniques for footage preparation, 3D reconstruction, particle systems, shading, and compositing to produce professional-quality visual effects.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Freedom Arts - 3D Animation & Game Developer

PIFuHD Tutorial - Converting Pictures to 3D Meshes

Learn to convert photos into high-resolution 3D meshes using PIFuHD. Step-by-step guide with real-time demonstrations for creating detailed 3D human models from 2D images.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Andreas Geiger

Implicit Neural Scene Representations

Explore implicit neural representations for complex signals, enabling 3D reconstruction from single images and fast inference through gradient-based meta-learning, with applications in scene understanding and semantic segmentation.

• YouTube
• 57 minutes
• On-Demand
• Free Video