TY - GEN
T1 - Hardware architecture design for vehicle detection using a stereo camera
AU - Jin, Jungdong
AU - Kim, Dongkyun
AU - Song, Ji Ho
AU - Nguyen, Vinh Dinh
AU - Jeon, Jae Wook
PY - 2011
Y1 - 2011
N2 - Vehicle detection systems are increasingly important in providing vehicle road safety. However, many problems remain, such as a limit in the number of vehicles detected, false vehicle detection, and large processing time. Thus, we propose an efficient method for vehicle detection. This paper simulates vehicle detection using a rectified image and a disparity image based on dedicated hardware architecture. Every vehicle detection function, including vehicle corner detection, vehicle region expansion, and vehicle region validation, is implemented using parallel architecture. Our proposed hardware architecture is suitable for real time processing using the dedicated hardware architecture. In addition, we can detect many vehicles in the rectified image and reduce the false detection of vehicles.
AB - Vehicle detection systems are increasingly important in providing vehicle road safety. However, many problems remain, such as a limit in the number of vehicles detected, false vehicle detection, and large processing time. Thus, we propose an efficient method for vehicle detection. This paper simulates vehicle detection using a rectified image and a disparity image based on dedicated hardware architecture. Every vehicle detection function, including vehicle corner detection, vehicle region expansion, and vehicle region validation, is implemented using parallel architecture. Our proposed hardware architecture is suitable for real time processing using the dedicated hardware architecture. In addition, we can detect many vehicles in the rectified image and reduce the false detection of vehicles.
KW - FPGA
KW - hardware architecture
KW - image processing
KW - stereo vision
KW - vehicle detection
UR - https://www.scopus.com/pages/publications/84863044077
M3 - Conference contribution
AN - SCOPUS:84863044077
SN - 9781457708350
T3 - International Conference on Control, Automation and Systems
SP - 1761
EP - 1765
BT - ICCAS 2011 - 2011 11th International Conference on Control, Automation and Systems
T2 - 2011 11th International Conference on Control, Automation and Systems, ICCAS 2011
Y2 - 26 October 2011 through 29 October 2011
ER -