33 citations · 34 across the 3 of their papers we have counts for
3 papers
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images
Can Fahrettin Koyuncu, Gozde Nur Gunesli, Rengul Cetin-Atalay +1
This paper presents a new deep regression model, which we call DeepDistance, for cell detection in images acquired with inverted microscopy. This model considers cell detection as…
Multi-task Deep Neural Networks in Automated Protein Function Prediction
Ahmet Sureyya Rifaioglu, Tunca Doğan, Maria Jesus Martin +2
In recent years, deep learning algorithms have outperformed the state-of-the art methods in several areas thanks to the efficient methods for training and for preventing overfittin…
Phase and TV Based Convex Sets for Blind Deconvolution of Microscopic Images
Mohammad Tofighi, Onur Yorulmaz, A. Enis Cetin
In this article, two closed and convex sets for blind deconvolution problem are proposed. Most blurring functions in microscopy are symmetric with respect to the origin. Therefore,…