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Separable Convolutional Eigen-Filters (SCEF): Building Efficient CNNs Using Redundancy Analysis

Nov 16, 2019
Samuel Scheidegger, Yinan Yu, Tomas McKelvey

* key words: subspace analysis, convolutional neural networks, FLOPs, number of parameters, depth, depthwise separable convolutions 

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Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering

Feb 27, 2018
Samuel Scheidegger, Joachim Benjaminsson, Emil Rosenberg, Amrit Krishnan, Karl Granstrom

* 8 pages, 2 figures, for associated videos, see 

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Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks

Mar 29, 2017
Luca Caltagirone, Samuel Scheidegger, Lennart Svensson, Mattias Wahde

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