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#3D Reconstruction

Showing: 36 courses
University of California, Los Angeles

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

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Neurosurgeon explains minimally invasive keyhole craniotomy for Superior Semicircular Canal Dehiscence, showcasing surgical techniques, modern technology, and patient-specific approaches.
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16 Lesons
37 minutes
On-Demand
Free-Video
University of Central Florida

Structure from Motion - Lecture 15

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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.
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7 Lesons
54 minutes
On-Demand
Free-Video
University of Central Florida

Stereo Vision and Depth Perception in Computer Vision - Lecture 16

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Explore stereo vision techniques, including shape reconstruction, rectification, correspondence, and correlation methods for depth perception in computer vision applications.
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17 Lesons
33 minutes
On-Demand
Free-Video
University of Central Florida

Extreme View Synthesis: Novel Techniques and Challenges

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Explore advanced techniques for synthesizing novel views from limited input images, covering multiplane images, patch matching, and depth probability estimation.
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25 Lesons
28 minutes
On-Demand
Free-Video
University of Central Florida

Fundamental Matrix and Stereo Vision - Lecture 13

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Explore fundamental matrices, stereo photosynthesis, and random sampling consensus in image processing and computer vision applications.
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8 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Rensselaer Polytechnic Institute

Computer Vision for Visual Effects Lectures Spring 2014

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The lectures accompany the textbook Computer Vision for Visual Effects, published by Cambridge University Press in Fall 2012.
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26 Lesons
1 day 4 hours
On-Demand
Free-Video
TEDx

A tudomány utat nyit a változás és a megújulás felé

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Erdélyi Zsuzsanna bemutatja, hogyan vezethet a tudományos kutatás innovációhoz és társadalmi fejlődéshez, kiemelve saját munkáját a csontpótlás és orvosi képalkotás területén.
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1 Lesons
15 minutes
On-Demand
Free-Video
TEDx

Chirurgio - Quo Vadis? The Future of Surgery

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Postęp w chirurgii: od wideochirurgii po roboty i symulacje 3D. Nowe technologie poprawiają jakość leczenia i bezpieczeństwo pacjentów, otwierając nowe możliwości w medycynie zabiegowej.
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1 Lesons
24 minutes
On-Demand
Free-Video
Nik Kottmann

Create Looping VFX Animation with Blender

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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.
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14 Lesons
57 minutes
On-Demand
Free-Video
Rutgers Climate & Energy Institute

Applying Structure-from-Motion Photogrammetry to High-Resolution Terrain Modeling of Barva Volcano's Southeastern Parasitic Cones

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Explore high-resolution terrain modeling of Barva Volcano using Structure-from-Motion photogrammetry in this Master's Capstone Defense presentation.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

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

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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.
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1 Lesons
49 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

High Throughput, High Performance Algorithms for High Resolution Subtomogram Averaging

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Explore high-performance algorithms for subtomogram averaging in cryo-electron microscopy, focusing on tools like TomoBEAR and SUSAN to enhance throughput and resolution in structural biology.
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18 Lesons
47 minutes
On-Demand
Free-Video
Rust

Photometric Stereo on the Web with Rust and WebAssembly

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Explore 3D reconstruction techniques, focusing on Photometric Stereo applied to the Bayeux Tapestry, with implementation in Rust and WebAssembly for web-based applications.
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13 Lesons
26 minutes
On-Demand
Free-Video
IEEE

Rendering Techniques in Virtual Reality - IEEE VR 2022

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Explore cutting-edge rendering techniques for VR, including view synthesis, face reconstruction, mixed reality, foveated rendering, and dynamic projection mapping.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
IEEE

3D Reconstruction, Digital Twinning, and Simulation for Virtual Experiences - ReDigiTS Workshop

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Explore cutting-edge methodologies for 3D reconstruction, digital twinning, and simulation in immersive experiences. Learn about state-of-the-art research advancing next-generation virtual reality applications.
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1 Lesons
3 hours 14 minutes
On-Demand
Free-Video
Andreas Geiger

Implicit Neural Scene Representations

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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.
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24 Lesons
57 minutes
On-Demand
Free-Video
Andreas Geiger

Learning 3D Reconstruction in Function Space

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Explore neural implicit 3D representations for geometry and texture reconstruction, discussing their advantages, limitations, and applications in computer vision and graphics.
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12 Lesons
26 minutes
On-Demand
Free-Video
Andreas Geiger

Implicit Neural Representations: From Objects to 3D Scenes

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Explore advanced 3D reconstruction techniques using neural representations, from single objects to large-scale scenes. Learn about convolutional occupancy networks, object appearance modeling, and material estimation.
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22 Lesons
26 minutes
On-Demand
Free-Video
Andreas Geiger

Learning 3D Reconstruction in Function Space - Long Version

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Explore neural implicit 3D representations for geometry, texture, and motion reconstruction. Learn innovative techniques for modeling complex 3D shapes using continuous function spaces and 2D supervision.
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18 Lesons
43 minutes
On-Demand
Free-Video
Andreas Geiger

Learning 3D Reconstruction in Function Space

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Explore neural implicit models for 3D reconstruction, covering occupancy networks, texture fields, and differentiable rendering. Gain insights into cutting-edge techniques and recent advancements in the field.
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23 Lesons
50 minutes
On-Demand
Free-Video
Andreas Geiger

Constraining 3D Fields for Reconstruction and View Synthesis

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Explore advanced techniques in 3D field reconstruction and view synthesis, covering RegNeRF, MonoSDF, and TensoRF for improved neural rendering and geometric representation in computer vision.
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19 Lesons
27 minutes
On-Demand
Free-Video
USENIX

VILAM: Infrastructure-assisted 3D Visual Localization and Mapping for Autonomous Driving

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Innovative framework leveraging roadside infrastructure for high-precision localization and mapping in autonomous vehicles, achieving decimeter-level accuracy with consumer-grade cameras across diverse scenarios.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

KinectFusion - Real-Time 3D Reconstruction and Interaction Using a Moving Depth Camera

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Explore real-time 3D reconstruction using depth cameras in this award-winning talk on KinectFusion, showcasing innovative techniques for interactive spatial mapping and modeling.
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1 Lesons
47 minutes
On-Demand
Free-Video
TEDx

Bir Düşün Peşinde - Pursuing a Thought

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Anatomi profesörü ve dekan Dr. Deniz Demiryürek, klinik anatomi ve tıp eğitimi üzerine deneyimlerini paylaşarak düşünce ve bilimin peşinde koşmanın önemini vurguluyor.
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1 Lesons
20 minutes
On-Demand
Free-Video
SK AI SUMMIT 2024

AI-Based High-Quality 3D Conversion Technology Using Neural Radiance Fields

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Explore cutting-edge Neural Radiance Fields (NeRF) technology and its applications in high-quality 3D conversion through research insights from Chung-Ang University graduate researchers.
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1 Lesons
19 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dense 3D Reconstruction - Plane Sweep Stereo

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Explore dense 3D reconstruction techniques and plane sweep stereo methods for creating detailed three-dimensional models from multiple images.
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1 Lesons
13 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structure from Motion - Depth by Triangulation - Lecture 3

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Explore depth estimation through triangulation in Structure from Motion techniques, enhancing 3D reconstruction skills.
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1 Lesons
14 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Factorization Methods in Structure from Motion (SFM)

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Explore factorization techniques in Structure from Motion (SFM) to enhance 3D reconstruction and computer vision skills.
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1 Lesons
15 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Two-View Stereo: Algebraic Representation of Epipolar Geometry - Lecture 3

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Explore algebraic representation of epipolar geometry and homogeneous representation of points and lines in two-view stereo.
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1 Lesons
13 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Course Introduction: Semantic and Metric Information in Point Cloud Measurement - Lecture 1

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Explore semantic and metric information in computer vision, covering key concepts like point clouds and measurement techniques.
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5 Lesons
19 minutes
On-Demand
Free-Video
Black Mixture

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

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Explore 3D Gaussian splatting with Postshot to create photorealistic renders from videos, export to Blender and After Effects, and produce stunning visuals effortlessly.
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1 Lesons
19 minutes
On-Demand
Free-Video
MBF Bioscience

Do You Really Need a Light Sheet Microscope for Brain-Wide Analysis?

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Explore advanced, cost-effective techniques for brain-wide analysis using NeuroInfo's BrainMaker algorithms. Learn about 3D reconstruction, data quality trade-offs, and real-world applications in comprehensive brain research.
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1 Lesons
59 minutes
On-Demand
Free-Video
BIMSA

Lensless Imaging: Overview, Opportunities, and Challenges

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Explore lensless imaging advancements, principles, and applications in 3D reconstruction, discussing challenges and future opportunities in camera design and computational algorithms.
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1 Lesons
1 hour
On-Demand
Free-Video
BIMSA

Lensless Imaging: Overview, Opportunities, and Challenges

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Explore lensless imaging advancements, principles, and applications in 3D reconstruction, discussing challenges and future opportunities in camera design and computational algorithms.
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1 Lesons
1 hour
On-Demand
Free-Video
VinAI

Ubiquitous 3D Vision in the Wild

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Explore cutting-edge 3D vision techniques for object detection, tracking, and reconstruction from various camera platforms. Gain insights into advanced algorithms for human motion analysis and multi-human tracking.
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1 Lesons
1 hour
On-Demand
Free-Video
Montreal Robotics

From CroCo to MASt3R - A Paradigm Change in 3D Computer Vision

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Explore groundbreaking advancements in 3D vision through CroCo, DUSt3R, and MASt3R frameworks, revolutionizing multi-view stereo reconstruction and geometric deep learning for enhanced robotic navigation and cultural preservation.
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1 Lesons
54 minutes
On-Demand
Free-Video