Distant on-road object detection
View Patent ↗A method of distant on-road object detection, comprising, capturing an initial frame of a roadway lane in a direction of travel, detecting lane edges in the initial frame, capturing a subsequent frame of the roadway lane, cropping the subsequent frame based on the detected lane edges of the initial frame resulting in an image patch, detecting an image patch object within the image patch, down-sampling the subsequent frame, detecting a down-sampled object within the down-sampled subsequent frame and merging the detections within the image patch and the detections within the down-sampled subsequent frame.
1. A method of distant on-road object detection, comprising:
capturing an initial frame of a curved roadway lane in a direction of travel;
detecting lane edges in the initial frame of the curved roadway;
capturing a subsequent frame of the curved roadway lane;
cropping the subsequent frame of the curved roadway based on the detected lane edges of the initial frame of the curved roadway resulting in an image patch;
detecting an image patch object within the image patch;
down-sampling the subsequent frame;
detecting a down-sampled object within the down-sampled subsequent frame; and
merging the detection of the image patch object within the image patch and the detection of the down-sampled object within the down-sampled subsequent frame.
2. The method of distant on-road object detection of claim 1 further comprising finally detecting an object of interest based on the merged detections within the image patch and the down-sampled subsequent frame.
3. The method of distant on-road object detection of claim 1 further comprising resizing the subsequent frame.
4. The method of distant on-road object detection of claim 1 wherein the initial frame is captured at a frame rate of least a 30 fps.
5. The method of distant on-road object detection of claim 1 wherein the initial frame is captured at a resolution of at least 1080p.
6. The method of distant on-road object detection of claim 1 wherein images beyond the image patch are discarded from detection.
7. A system of distant on-road object detection, comprising:
a forward looking camera that; and
captures an initial frame of a curved roadway lane in a direction of travel, and
captures a subsequent frame of the curved roadway lane,
an image analysis unit that;
detects lane edges in the initial frame of the curved roadway;
crops the subsequent frame of the curved roadway based on the detected lane edges of the initial frame of the curved roadway resulting in an image patch;
detects an image patch object within die image patch;
down-samples the subsequent frame;
detects a down-sampled object within the down-sampled subsequent frame; and
merges the detection of the merge patch object within the image patch and the detection of the down-sampled object within the down-sampled subsequent frame.
8. The system of distant on-road object detection of claim 7 wherein the image analysis unit further finally detects an object of interest based on the merged detections within the image patch and the down-sampled subsequent frame.
9. The system of distant on-road object detection of claim 8 wherein the forward looking camera captures the frame at a frame rate of at least 30 fps.
10. The system of distant on-road object detection of claim 9 wherein the forward looking camera captures the frame at a resolution of at least 1080p.
11. The system of distant on-road object detection of claim 10 wherein the forward looking camera discards from detection images beyond the image patch.