Improving pedestrian detection using MPEG-7 descriptors

[摘要] During the last decade, modern Pedestrian Detection Systems made massive useof the steadily growing numbers of high-performance image acquisitionsensors. Within our naturalistic driving environment, a lot of different andheterogeneous scenes occur that are caused by varying illumination andweather conditions. Unfortunately, current systems do not work properly underthese hardened conditions. The aim of this article is to investigate andevaluate observed video scenes from an open source dataset by using variousimage features in order to create a basis for robust and more accurate objectdetection.

[学科分类] 电子、光学、磁材料