The present disclosure provides a lane line detection method and apparatus. The lane line detection method is applicable for an in-vehicle device and includes: determining a region of interest in an image to be detected; extracting lane line pixel features in the region of interest; combining similar lane line pixel features to generate a superpixel corresponding to the combined lane line pixel features; and performing a clustering and fitting process for respective superpixels to obtain a target lane line.