Applying Faster R-CNN in Extremely Low-Resolution Thermal Images for People Detection

• Published in: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) pp. 1 - 4
• Main Authors: Jimenez-Bravo, Diego M., Mutombo, Pierre Masala, Braem, Bart, Marquez-Barja, Johann M.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2020
• Subjects: Convolutional Neural Network; Faster Region-Convolutional Neural Network; Grid Eye; Heating systems; Image sensors; Internet of Things; Low-Resolution Images; Neural networks; People Detection; Sensor systems; Thermal Images; Thermal sensors; Training

In today's cities, it is increasingly normal to see different systems based on Artificial Intelligence (AI) that help citizens and government institutions in their daily lives. This is possible thanks to the Internet of Things (IoT). In this paper we present a solution using low-resolution ther...