A variational approach for 3D motion estimation of incompressible PIV flows

  • Authors:

  • Luis Alvarez;Carlos Castaño;Miguel García;Karl Krissian;Luis Mazorra;Agustín Salgado;Javier Sánchez

  • Affiliations:

  • Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain;Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain;Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain;Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain;Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain;Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain;Departamento de Informatica y Sistemas, Universidad de Las Palmas de Gran Canaria, Spain

  • Venue:
  • SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
  • Year:
  • 2007

Quantified Score

Hi-index 0.00

Visualization

Abstract

Estimation of motion has many applications in fluid analysis. Lots of work has been carried out using Particle Image Velocimetry to design experiments which capture and measure the flow motion using 2D images. Recent technological advances allow capturing 3D PIV image sequences of moving particles. In this context, we propose a new three-dimensional variational (energy-based) technique. Our technique is based on solenoidal projection to take into account the incompressibility of the real flow. It uses the result of standard flow motion estimation techniques like iterative cross-correlation or pyramidal optical flow as an initialization, and improves significantly their accuracies. The performance of the proposed technique is measured and illustrated using numerical simulations.