A Geometric Descriptor for Cell-Division Detection
Authors: Marcelo Cicconet, Italo Lima, Davi Geiger, Kris Gunsalus
ICLR 2013

Abstract: We describe a method for cell-division detection based on a geometric-driven descriptor that can be represented as a 5-layers processing network, based mainly on wavelet filtering and a test for mirror symmetry between pairs of pixels. After the centroids of the descriptors are computed for a sequence of frames, the two-steps piecewise constant function that best fits the sequence of centroids determines the frame where the division occurs.


Peer review:
[Review]:
Goal: automatically spot the point in a video sequence where a cell-division occurs.

Interesting application of deep networks.