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Buch Cover Intraoperative Localization and Scene Reconstruction using Differentiable Rendering and Graph-based Landmark Registration with Application to Cystoscopy

Intraoperative Localization and Scene Reconstruction using Differentiable Rendering and Graph-based Landmark Registration with Application to Cystoscopy

Johannes Schüle
Shaker
49.8 € · Paperback

Intraoperative Localization Scene Reconstruction Differentiable Rendering Inverse Differentiable Rendering Graph-based Landmark Registration Computer Vision Localization Graph Matching Cystoscopy

Minimally invasive procedures, such as bladder endoscopy, reduce trauma but present navigation challenges due to restricted visibility. Traditional mapping methods are often not sufficient, and comprehensive solutions in the literature are scarce. This work introduces a novel approach for intraopera...

Deep Learning for Fluid Simulation and Animation

Gilson Antonio Giraldi, Liliane Rodrigues de Almeida, Antonio Lopes Apolinário Jr., Leandro Tavares da Silva
Springer International Publishing
48.14 € · eBook

deep learning fluid simulation rendering animation neural networks data preparation data augmentation Navier-Stokes equations Lagrangian fluid simulation GAN differentiable rendering neural rendering

This book is an introduction to the use of machine learning and data-driven approaches in fluid simulation and animation, as an alternative to traditional modeling techniques based on partial differential equations and numerical methods – and at a lower computational cost.This work starts with a b...

Deep Learning for Fluid Simulation and Animation

Gilson Antonio Giraldi, Liliane Rodrigues de Almeida, Antonio Lopes Apolinário Jr., Leandro Tavares da Silva
Springer International Publishing
48.14 € · Paperback

deep learning fluid simulation rendering animation neural networks data preparation data augmentation Navier-Stokes equations Lagrangian fluid simulation GAN differentiable rendering neural rendering

This book is an introduction to the use of machine learning and data-driven approaches in fluid simulation and animation, as an alternative to traditional modeling techniques based on partial differential equations and numerical methods – and at a lower computational cost.This work starts with a b...

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