@inproceedings{9a8c6878b95c42b698ab5bd85e88aa2c,
title = "Mask-RCNN Based People Detection Using A Top-View Fisheye Camera",
abstract = "People detection is a core problem in many applications, such as those related to visual surveillance and behavior analysis. In recent years, we have seen dramatic improvements of people detection techniques based on deep neural networks. However, most of the techniques are developed for projective cameras where people mostly appear upright in the images. On the other hand, images taken with top-view fisheye cameras, another major modality used in visual surveillance, have received little attention. In this paper, we present a study on extending the well-known Mask-RCNN people detection algorithm to such images.",
keywords = "fisheye cameras, human detection, omnivision cameras, people detection, transfer learning",
author = "Tsaipei Wang and Hsieh, {Yun Yi} and Wong, {Fong Wen} and Chen, {Yi Fu}",
year = "2019",
month = nov,
doi = "10.1109/TAAI48200.2019.8959887",
language = "English",
series = "Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019",
address = "美國",
note = "24th International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019 ; Conference date: 21-11-2019 Through 23-11-2019",
}