… domainadaptation of pedestriandetectors to thermal imagery. Our key idea is to augment a detector … A few works have addressed pedestriandetection using thermal (IR) imagery only. …
… Several CNN-basedpedestriandetection methods compete for the state-of-the-art on … For example, the idea from [9] was to transform infrared data (thermaldomain) as close as …
Q Xie, TY Cheng, Z Dai, V Tran… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… approach for domainadaptation to enhance the performance of pedestriandetection based solely on thermal images… Beyerer, “CNN-basedthermalinfrared person detection by domain …
T Guo, CP Huynh, M Solh - 2019 IEEE international conference …, 2019 - ieeexplore.ieee.org
… pedestriandetection in thermalinfrared (thermal) images with limited annotations. The key idea is to adapt … To this end, we couple a domainadaptation component that consists of a pair …
… trained on ImageNet and adapted them to detect in the visible or infrared spectrum. Halfway fusion … Several CNN-basedpedestriandetection methods compete for the state-of-the-art on …
… through the combination of domainadaptation and fine-tuning … Therefore, most CNN-based face PAD methods function in a … We apply MTCNN facedetector [31] to detect the face and …
… Next, this research developed a CNN-basedhumandetection approach that can perform … in terms of the object neighborhood. To verify the detection performance of the proposed …
… In this study, the topic of interest is objectdetection and tracking. CNN-based DL models … -of-the-art for real-time objectdetection and recognition on the edge – a common requirement …
S Song, Z Miao, H Yu, J Fang, K Zheng… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… Near-infrared image in this paper refer to images containing the information of the object under the wavelength of the near-infrared … Liu, “Multi-channel cnn-basedobjectdetection for …