Multiple Human Tracking Using an Omnidirectional Camera with Local Rectification and World Coordinates Representation

• Published in: IEICE Transactions on Information and Systems Vol. E103.D; no. 6; pp. 1265 - 1275
• Main Authors: NISHIMURA, Hitoshi, MAKIBUCHI, Naoya, TASAKA, Kazuyuki, KAWANISHI, Yasutomo, MURASE, Hiroshi
• Format: Journal Article
• Language: English
• Published: Tokyo The Institute of Electronics, Information and Communication Engineers 01.06.2020; Japan Science and Technology Agency
• Subjects: Cameras; Coordinates; data association; Datasets; Feature extraction; Mathematical analysis; multiple human tracking; Multiple target tracking; omnidirectional camera

Multiple human tracking is widely used in various fields such as marketing and surveillance. The typical approach associates human detection results between consecutive frames using the features and bounding boxes (position+size) of detected humans. Some methods use an omnidirectional camera to cove...