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Variation Based Dense 3D Reconstruction: Application on Monocular Mini-Laparoscopic Sequences: BestMasters

Autor Sven Painer
en Limba Engleză Paperback – 14 mar 2016
In his master thesis,Sven Painer develops, implements, and evaluates a method to reconstruct theliver surface from monocular mini-laparoscopic sequences. The principal focus ofhis research is to create a basis for helping clinicians to write reports withquantitative descriptions of the liver surface. A Structure from Motion approachis performed to do a sparse reconstruction of the liver surface and subsequentlythis information is used in a variation based dense 3D reconstruction. Thealgorithms are formulated in a causal way, enabling the implementation to be runin real-time on an adequate hardware platform. The results show a significantperformance increase and pave the way to give clinicians a feedback duringvideo capturing to improve the quality of the reconstruction in the nearfuture.
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Specificații

ISBN-13: 9783658126971
ISBN-10: 3658126973
Pagini: 78
Ilustrații: XV, 78 p. 34 illus.
Dimensiuni: 148 x 210 x 6 mm
Greutate: 0.14 kg
Ediția:1st ed. 2016
Editura: Springer Fachmedien Wiesbaden
Colecția Springer Vieweg
Seria BestMasters

Locul publicării:Wiesbaden, Germany

Cuprins

Photometric Invariants.-Legendre-Fenchel Transformation.- Structure from Motion.- Variational Approach.

Notă biografică

Sven Painer is working as a PhD student at the Vision Systems Institute atHamburg University of Technology. He continues the workon 3D reconstruction that he started during his master thesis.

Textul de pe ultima copertă

In his master thesis, Sven Painer develops, implements, and evaluates a method to reconstruct the liver surface from monocular mini-laparoscopic sequences. The principal focus of his research is to create a basis for helping clinicians to write reports with quantitative descriptions of the liver surface. A Structure from Motion approach is performed to do a sparse reconstruction of the liver surface and subsequently this information is used in a variation based dense 3D reconstruction. The algorithms are formulated in a causal way, enabling the implementation to be run in real-time on an adequate hardware platform. The results show a significant performance increase and pave the way to give clinicians a feedback during video capturing to improve the quality of the reconstruction in the near future.

Contents
  • Photometric Invariants
  • Legendre-Fenchel Transformation
  • Structure from Motion#
  • Variational Approach
Target Groups
  • Lecturers and Students of Computer Sciences, especially interested in 3D Reconstruction
  • Clinicians
The Author
Sven Painer is working as a PhD student at the Vision Systems Institute at Hamburg University of Technology. He continues the work on 3D reconstruction that he started during his master thesis.



Caracteristici

Study in Computer Science and Computational Methods of Engineering Includes supplementary material: sn.pub/extras