Convolutional neural network for people counting using UWB impulse radar
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Instrumentation"
DOI: 10.1088/1748-0221/16/08/p08031
Abstract: People counting plays a crucial role in various sensing applications such as in smart cities and shopping malls. In this paper, we propose a data-driven solution that uses a low power ultra-wideband impulse (UWB) radar… read more here.
Keywords: neural network; network people; people counting; counting using ... See more keywords
Efficient People Counting in Thermal Images: The Benchmark of Resource-Constrained Hardware
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3225233
Abstract: The monitoring of presence is a timely topic in intelligent building management systems. Nowadays, most rooms, halls, and auditoriums use a simple binary presence detector that is used to control the operation of HVAC systems.… read more here.
Keywords: resource; thermal images; people counting; resource constrained ... See more keywords
People Counting Based on an IR-UWB Radar Sensor
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2017.2723766
Abstract: In this paper, we propose a people counting algorithm using an impulse radio ultra-wideband radar sensor. The proposed algorithm is based on a strategy of understanding the pattern of the received signal according to the… read more here.
Keywords: radar sensor; number people; people counting;
Anomaly Classification in People Counting and Occupancy Sensor Systems
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2020.2976547
Abstract: People counting and occupancy sensor systems are used in diverse smart building applications like lighting controls, HVAC controls and workspace management. Anomalies in people counting and occupancy sensor data can result in undesirable application behavior.… read more here.
Keywords: occupancy sensor; counting occupancy; sensor systems; people counting ... See more keywords
Single-Pixel Thermopile Infrared Sensing for People Counting
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2020.3029739
Abstract: People-counting data can be used in building-control systems to improve comfort and in space management applications to optimize building space. In this work, we consider a combi-sensor with a single-pixel thermopile and passive infrared sensor… read more here.
Keywords: pixel thermopile; infrared sensing; single pixel; people counting ... See more keywords
Indoor Regional People Counting Method Based on Bi-Motion-Model-Framework Using UWB Radar
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3159590
Abstract: In this letter, we propose a people counting method based on bi-motion-model-framework (BMMF) using ultra-wide bandwidth (UWB) radar. Because different people motion states (people standing still or moving) in indoor environments lead to significant fluctuations… read more here.
Keywords: method based; method; people counting; motion ... See more keywords
3-D People Counting with a Stereo Camera on GPU Embedded Board
Sign Up to like & getrecommendations! Published in 2018 at "Applied Sciences"
DOI: 10.3390/app8112017
Abstract: People counting in surveillance cameras is a key technology for understanding the flow population and generating heat maps. In recent years, people detection performance has been greatly improved with the development of object detection algorithms… read more here.
Keywords: embedded board; counting stereo; stereo camera; camera ... See more keywords