No GPU? No problem: an ultra fast 3D detection of road users with a simple proposal generator and energy-based out-of-distribution PointNets

Autor: Seppänen, Alvari, Alamikkotervo, Eerik, Ojala, Risto, Dario, Giacomo, Tammi, Kari

This paper presents a novel architecture for point cloud road user detection, which is based on a classical point cloud proposal generator approach, that utilizes simple geometrical rules. New methods are coupled with this technique to achieve extrem

Externí odkaz: http://arxiv.org/abs/2206.02597

Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned

Autor: Maurizio Matteo Munafo, Martino Trevisan, Marco Mellia, Dario Rossi, Alessandro Finamore

Publikováno v: IEEE Communications Magazine
IEEE Communications Magazine, 2017, 55 (3), pp.163-169
IEEE Communications Magazine, Institute of Electrical and Electronics Engineers, 2017, 55 (3), pp.163-169

International audience; In recent years, the progress in both hardware and software allows user-space applications to capture packets at 10 Gb/s line rate or more, with cheap COTS hardware. However, processing packets at such rates with software is s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8c68e82b9b078f0dd7b473ef308df493
http://hdl.handle.net/11368/3024018