Dermot Kerr

TL;DR: The experiments highlighted that combining the inception module with dense connections in the U-Net architecture is a promising approach for semantic medical image segmentation.

TL;DR: Although the proposed approach discards the precise DAVIS event timing, it offers the significant advantage of compatibility with conventional deep learning technology without giving up the advantage of data-driven computing.

TL;DR: In this paper, a convolutional neural network (CNN) was applied to steer right, left, center and non-visible in a predator/prey scenario using a Dynamic and Active Pixel Sensor (DAVIS) mounted on a robot.

TL;DR: This work proposes an ensemble data associate strategy for integrating the parametric and nonparametric statistic tests and presents an accurate object pose estimation framework, in which an outliers-robust centroid and scale estimation algorithm and an object pose initialization algorithm are developed to help improve the optimality of pose estimation results.

TL;DR: It is shown that HR23B has impacts on two documented effects of HDAC inhibitors;HDAC inhibitors cause apoptosis in cells expressing high levels ofHR23B, whereas in cells with low level expression, HDAC inhibitor treatment is frequently associated with autophagy.