Edge-aware Consistent Stereo Video Depth Estimation

Understand

Video depth estimation is crucial in various applications, such as scene reconstruction and augmented reality.

• In contrast to the naive method of estimating depths from images, a more sophisticated approach uses temporal information, thereby eliminating flickering and geometrical inconsistencies.
• We propose a consistent method for dense video depth estimation; however, unlike the existing monocular methods, ours relates to stereo videos.
• This technique overcomes the limitations arising from the monocular input.