TY - JOUR
T1 - Measuring Natural Scenes SFR of Automotive Fisheye Cameras
AU - Jakab, Daniel
AU - Grua, Eoin Martino
AU - Deegan, Brian Micheal
AU - Scanlan, Anthony
AU - Van De Ven, Pepijn
AU - Eising, Ciarán
N1 - Publisher Copyright:
© 2024, Society for Imaging Science and Technology.
PY - 2024
Y1 - 2024
N2 - The Modulation Transfer Function (MTF) is an important image quality metric typically used in the automotive domain. However, despite the fact that optical quality has an impact on the performance of computer vision in vehicle automation, for many public datasets, this metric is unknown. Additionally, wide field-of- view (FOV) cameras have become increasingly popular, particularly for low-speed vehicle automation applications. To investigate image quality in datasets, this paper proposes an adaptation of the Natural Scenes Spatial Frequency Response (NS-SFR) algorithm to suit cameras with a wide field-of-view.
AB - The Modulation Transfer Function (MTF) is an important image quality metric typically used in the automotive domain. However, despite the fact that optical quality has an impact on the performance of computer vision in vehicle automation, for many public datasets, this metric is unknown. Additionally, wide field-of- view (FOV) cameras have become increasingly popular, particularly for low-speed vehicle automation applications. To investigate image quality in datasets, this paper proposes an adaptation of the Natural Scenes Spatial Frequency Response (NS-SFR) algorithm to suit cameras with a wide field-of-view.
UR - http://www.scopus.com/inward/record.url?scp=85185534762&partnerID=8YFLogxK
U2 - 10.2352/EI.2024.36.17.AVM-109
DO - 10.2352/EI.2024.36.17.AVM-109
M3 - Conference article
AN - SCOPUS:85185534762
SN - 2470-1173
VL - 36
JO - IS and T International Symposium on Electronic Imaging Science and Technology
JF - IS and T International Symposium on Electronic Imaging Science and Technology
IS - 17
M1 - 109
T2 - IS and T International Symposium on Electronic Imaging 2024: Autonomous Vehicles and Machines, AVM 2024
Y2 - 21 January 2024 through 25 January 2024
ER -