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BIOMEDICAL IMAGING GROUP (BIG)
Laboratoire d'imagerie biomédicale (LIB)
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Students Projects

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3D Steerable Filter for Foam Junction Detection

Autumn 2016
Master Semester Project
Master Diploma
Project: 00312

00312
Wavelet representations are ideally suited to local feature detection in images. In particular, steerable wavelets (and steerable filters) have gained interest for efficient and accurate rotationally-invariant object detection. This is especially relevant for biological applications. The goal of this project is to implement a 3D steerable filter for junction detection in volumetric foams as a Matlab program or an ImageJ plugin with a user interface. The method will be used to detect junctions in various three-dimensional foam images.
  • Supervisors
  • Adrien Depeursinge, adrien.depeursinge@epfl.ch, 021 693 5115, BM 4141
  • Michael Unser, michael.unser@epfl.ch, 021 693 51 75, BM 4.136
  • Zsuzsanna Püspöki
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