| CPC B60W 30/09 (2013.01) [B60W 50/14 (2013.01); B60W 2050/146 (2013.01); B60W 2420/40 (2013.01); B60W 2420/408 (2024.01); B60W 2554/4029 (2020.02)] | 22 Claims |

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1. A driver assistance system, comprising:
an infrared camera provided in a vehicle and configured to acquire infrared image data;
a radar sensor provided in the vehicle and configured to acquire radar data; and
a controller configured to process at least one of the infrared image data or the radar data,
wherein the controller is configured to:
identify a target object approaching in a lateral direction from an outside of a driving lane of the vehicle, based on at least one of the infrared image data or the radar data;
perform a collision avoidance control based on a similarity between the target object and a pedestrian; and
compare a heat reflectance according to a color in the infrared image data of the target object and the pedestrian to calculate the similarity between the target object and the pedestrian.
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