Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images

no code implementations • 13 Sep 2019 • David Joon Ho, Shuo Han, Chichen Fu, Paul Salama, Kenneth W. Dunn, Edward J. Delp

Fluorescence microscopy is an essential tool for the analysis of 3D subcellular structures in tissue.

Instance Segmentation Segmentation +1

Single-View Food Portion Estimation: Learning Image-to-Energy Mappings Using Generative Adversarial Networks

no code implementations • 27 Feb 2018 • Shaobo Fang, Zeman Shao, Runyu Mao, Chichen Fu, Deborah A. Kerr, Carol J. Boushey, Edward J. Delp, Fengqing Zhu

We can then estimate food energy based on the energy distribution.

Tubule segmentation of fluorescence microscopy images based on convolutional neural networks with inhomogeneity correction

no code implementations • 10 Feb 2018 • Soonam Lee, Chichen Fu, Paul Salama, Kenneth W. Dunn, Edward J. Delp

The segmentation results of the proposed method are visually and numerically compared with other microscopy segmentation methods.

Data Augmentation Segmentation

Texture Segmentation Based Video Compression Using Convolutional Neural Networks

no code implementations • 8 Feb 2018 • Chichen Fu, Di Chen, Edward J. Delp, Zoe Liu, Fengqing Zhu

There has been a growing interest in using different approaches to improve the coding efficiency of modern video codec in recent years as demand for web-based video consumption increases.

Texture Classification Video Compression

Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation

no code implementations • 22 Jan 2018 • Chichen Fu, Soonam Lee, David Joon Ho, Shuo Han, Paul Salama, Kenneth W. Dunn, Edward J. Delp

Advances in fluorescence microscopy enable acquisition of 3D image volumes with better image quality and deeper penetration into tissue.

Image Generation Segmentation