Bal Krishna Bal

Pseudo-Label Self-Training for Lane Marking Segmentation in Rain and Night Video, with Application to Multi-Violation Traffic Evidence Generation

Lane marking segmentation is the weakest stage in camera based traffic rule enforcement, because public road marking datasets are partially labelled and rarely cover rain or night. This paper presents a self-training pipeline for partially labelled lane data and uses it inside a...

Pseudo-Label Self-Training for Lane Marking Segmentation in Rain and Night Video, with Application to Multi-Violation Traffic Evidence Generation

Lane marking segmentation is the weakest stage in camera based traffic rule enforcement, because public road marking datasets are partially labelled and rarely cover rain or night. This paper presents a self-training pipeline for partially labelled lane data and uses it inside a...