arXiv subjects

Juanjuan Chen

Publications and source records attributed to Juanjuan Chen.

2 recordsLinked to original sources

arXiv2019

Dealing with Topological Information within a Fully Convolutional Neural Network

A fully convolutional neural network has a receptive field of limited size and therefore cannot exploit global information, such as topological information. A solution is proposed in this paper to solve this problem, based on pre-processing with a geodesic operator. It is applied to the segmentation of histological images of pigmented reconstructed epidermis acquired via Whole Slide Imaging.

cs.CV↗

arXiv2010

Blow-up rates for the general curve shortening flow

The blow-up rates of derivatives of the curvature function will be presented when the closed curves contract to a point in finite time under the general curve shortening flow. In particular, this generalizes a theorem of M.E. Gage and R.S. Hamilton about mean curvature flow in $\mathbb{R}^{2}$.

math.AP↗