no code implementations • 16 Dec 2022 • Maarten Vandersteegen, Wouter Reusen, Kristof Van Beeck, Toon Goedemé
Detecting persons in images or video with neural networks is a well-studied subject in literature.
no code implementations • 12 Oct 2021 • Robby Neven, Davy Neven, Bert de Brabandere, Marc Proesmans, Toon Goedemé
In this paper, we present a new loss function to train a segmentation network with only a small subset of pixel-perfect labels, but take the advantage of weakly-annotated training samples in the form of cheap bounding-box labels.
no code implementations • 21 Sep 2020 • Robby Neven, Marian Verhelst, Tinne Tuytelaars, Toon Goedemé
By first training the SGMs in a meta-learning manner on a set of common objects, during fine-tuning, the SGMs provided the model with accurate gradients to successfully learn to grasp new objects.
no code implementations • 9 Jul 2020 • Timothy Callemein, Kristof Van Beeck, Toon Goedemé
In this work, we use a ceiling-mounted omni-directional camera to detect people in a room.
no code implementations • 9 Jul 2020 • Timothy Callemein, Wiebe Van Ranst, Toon Goedemé
Our contribution in this paper is twofold: First, we create a system to limit the amount of recorded data by intelligently controlling a video switch matrix, in combination with a multi-channel recorder.
no code implementations • 9 Jul 2020 • Robin Schrijvers, Steven Puttemans, Timothy Callemein, Toon Goedemé
Shopping behaviour analysis through counting and tracking of people in shop-like environments offers valuable information for store operators and provides key insights in the stores layout (e. g. frequently visited spots).
no code implementations • 9 Jul 2020 • Timothy Callemein, Kristof Van Beeck, Toon Goedemé
Such a smart room occupancy rate sensor can be used in e. g. meeting rooms and flex-desks.
no code implementations • 9 Jul 2020 • Timothy Callemein, Kristof Van Beeck, Geert Brône, Toon Goedemé
Mobile eye-tracking systems have been available for about a decade now and are becoming increasingly popular in different fields of application, including marketing, sociology, usability studies and linguistics.
no code implementations • 9 Jul 2020 • Steven Puttemans, Timothy Callemein, Toon Goedemé
The uprising trend of deep learning in computer vision and artificial intelligence can simply not be ignored.
4 code implementations • 18 Apr 2019 • Simen Thys, Wiebe Van Ranst, Toon Goedemé
Some of these approaches have also shown that these attacks are feasible in the real-world, i. e. by modifying an object and filming it with a video camera.
no code implementations • 23 Jul 2017 • Wim Abbeloos, Fabian Gouwens, Simon Jansen, Berend Küpers, Maurice Ramaker, Toon Goedemé
This paper describes the vision based robotic picking system that was developed by our team, Team Applied Robotics, for the Amazon Picking Challenge 2016.
no code implementations • 7 Dec 2016 • Wim Abbeloos, Toon Goedemé
The resulting fused data are used to efficiently detect people in a fixed camera set-up.
no code implementations • 7 Dec 2016 • Matthias Faes, Wim Abbeloos, Frederik Vogeler, Hans Valkenaers, Kurt Coppens, Toon Goedemé, Eleonora Ferraris
A solution to improve the accuracy and robustness of a manufacturing technology is the integration of sensors to monitor and control process state-variables online.
no code implementations • 7 Dec 2016 • Stef Van Wolputte, Wim Abbeloos, Stijn Helsen, Abdellatif Bey-Temsamani, Toon Goedemé
In this paper we propose a low-cost high-speed imaging line scan system.
no code implementations • 7 Dec 2016 • Wim Abbeloos, Toon Goedemé
A first distinction is that the spectral sensitivity of the two sensors differs significantly.
no code implementations • 5 Dec 2016 • Wim Abbeloos, Toon Goedemé
Point pair features are a popular representation for free form 3D object detection and pose estimation.