Zobrazeno 1 - 10
of 165
pro vyhledávání: '"Goedemé, Toon"'
Detecting persons in images or video with neural networks is a well-studied subject in literature. However, such works usually assume the availability of a camera of decent resolution and a high-performance processor or GPU to run the detection algor
Externí odkaz:
http://arxiv.org/abs/2212.08415
Since the rise of deep learning, many computer vision tasks have seen significant advancements. However, the downside of deep learning is that it is very data-hungry. Especially for segmentation problems, training a deep neural net requires dense sup
Externí odkaz:
http://arxiv.org/abs/2110.05926
Training deep learning models on embedded devices is typically avoided since this requires more memory, computation and power over inference. In this work, we focus on lowering the amount of memory needed for storing all activations, which are requir
Externí odkaz:
http://arxiv.org/abs/2009.09675
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). Instead of using extra staff
Externí odkaz:
http://arxiv.org/abs/2007.04942
In this paper, we present a room occupancy sensing solution with unique properties: (i) It is based on an omnidirectional vision camera, capturing rich scene info over a wide angle, enabling to count the number of people in a room and even their posi
Externí odkaz:
http://arxiv.org/abs/2007.04934
The uprising trend of deep learning in computer vision and artificial intelligence can simply not be ignored. On the most diverse tasks, from recognition and detection to segmentation, deep learning is able to obtain state-of-the-art results, reachin
Externí odkaz:
http://arxiv.org/abs/2007.04666
In this work, we use a ceiling-mounted omni-directional camera to detect people in a room. This can be used as a sensor to measure the occupancy of meeting rooms and count the amount of flex-desk working spaces available. If these devices can be inte
Externí odkaz:
http://arxiv.org/abs/2007.04678
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. While the user-friendliness and ergono
Externí odkaz:
http://arxiv.org/abs/2007.04671
Reality TV shows that follow people in their day-to-day lives are not a new concept. However, the traditional methods used in the industry require a lot of manual labour and need the presence of at least one physical camera man. Because of this, the
Externí odkaz:
http://arxiv.org/abs/2007.04657
Adversarial attacks on machine learning models have seen increasing interest in the past years. By making only subtle changes to the input of a convolutional neural network, the output of the network can be swayed to output a completely different res
Externí odkaz:
http://arxiv.org/abs/1904.08653