TY - CHAP
T1 - Modelling Motion Patterns with Conditional Transition Map
AU - Kucner, Tomasz Piotr
AU - Lilienthal, Achim J.
AU - Magnusson, Martin
AU - Palmieri, Luigi
AU - Srinivas Swaminathan, Chittaranjan
N1 - Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
PY - 2020
Y1 - 2020
N2 - The key idea of modelling flow of discrete objects is to capture the way they move through the environment. One method to capture the flow is to observe changes in occupancy caused by the motion of discrete objects. In this chapter, we present a method to model and learn occupancy shifts caused by an object moving through the environment. The key idea is observe temporal changes changes in the occupancy of adjacent cells, and based on the temporal offset infer the direction of the occupancy flow.
AB - The key idea of modelling flow of discrete objects is to capture the way they move through the environment. One method to capture the flow is to observe changes in occupancy caused by the motion of discrete objects. In this chapter, we present a method to model and learn occupancy shifts caused by an object moving through the environment. The key idea is observe temporal changes changes in the occupancy of adjacent cells, and based on the temporal offset infer the direction of the occupancy flow.
UR - http://www.scopus.com/inward/record.url?scp=85083960053&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-41808-3_3
DO - 10.1007/978-3-030-41808-3_3
M3 - Chapter
AN - SCOPUS:85083960053
T3 - Cognitive Systems Monographs
SP - 33
EP - 64
BT - Cognitive Systems Monographs
PB - Springer
ER -