An image segmentation method includes the steps of: obtaining a hue histogram corresponding to a hue channel image based on an original image; determining a target parameter value based on the hue histogram; determining a saturation segmentation threshold as a first threshold range if the target parameter value satisfies a preset condition, otherwise determining the saturation segmentation threshold as a second threshold range, where a minimum value of the first threshold range is greater than a minimum value of the second threshold range; and performing image segmentation in combination with the first threshold range or the second threshold range as determined in the previous step. Related apparatus, computer devices, and computer readable storage media are also disclosed.