PT Chapter
AU Henry Velesaca
   Patricia Suarez
   Dario Carpio
   Rafael E. Rivadeneira
   Angel Sanchez
   Angel Morera
TI Video Analytics in Urban Environments: Challenges and Approaches
BT ICT Applications for Smart Cities
PY 2022
BP 101
EP 121
VL 224
DI 10.1007/978-3-031-06307-7_6
AB This chapter reviews state-of-the-art approaches generally present in the pipeline of video analytics on urban scenarios. A typical pipeline is used to cluster approaches in the literature, including image preprocessing, object detection, object classification, and object tracking modules. Then, a review of recent approaches for each module is given. Additionally, applications and datasets generally used for training and evaluating the performance of these approaches are included. This chapter does not pretend to be an exhaustive review of state-of-the-art video analytics in urban environments but rather an illustration of some of the different recent contributions. The chapter concludes by presenting current trends in video analytics in the urban scenario field.
ER