Real Examples: Street Sequence

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The street sequence. This sequence was recorded at 30 frames per second with a Point Grey Grasshopper with a variable exposure time. Click on the video to start playing.

This sequence is very difficult due to reflections in the car windows and the fast rotation of the wheels.

• Flow result from frame 19 to 18
• Flow result from frame 32 to 31
• Concatenated flow result from frame 21 to 18

Pairwise flows

Frame 19 to frame 18

In this example, the source (frame 18) is sharp, and the target (frame 19) is blurred.

Please move your mouse cursor over the small images to toggle between the results.

Our method better preserves the sharpness of the source. Both methods struggle with the wheels, but our result is more accurate.

Frame 32 to frame 31

In this example, the source (frame 31) is sharp, and the target (frame 32) is blurred. The car windows did not have significant reflections for this pair of frames.

Our method better preserves the structure of the wheels, tail light, and windows.

Concatenated flows

Frame 21 to frame 18

In this example, the source (frame 18) is sharp, and the target (frame 21) is blurred. Multiple blurred frames separate the target and the source.

Both methods struggle with the occlusion of the reflection in the car window. Our method is more accurate overall, most noticeably for the wheels, the windshield, the front of the car, and the back-most side window.

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