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边缘感知一致性立体视频深度估计【英文版】.pdf |
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英文标题:Edge-aware Consistent Stereo Video Depth Estimation中文摘要:通过使用双目输入,引进左右一致性损失函数,并提出一种保存边缘特征的损失函数来改善测试时训练中的深度模糊问题,提出了一种稠密的双目视频深度估计方法,调研结果表明该模型精度可靠。英文摘要:Video depth estimation is crucial in various applications, such as scenereconstruction and augmented reality. In contrast to the naive method ofestimating depths from images, a more sophisticated approach uses temporalinformation, thereby eliminating flickering and geometrical inconsistencies. Wepropose a consistent method for dense video depth
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