快速双边求解器The Fast Bilateral Solver |
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课程网址: | http://videolectures.net/eccv2016_barron_bilateral_solver/ |
主讲教师: | Jonathan Barron |
开课单位: | 谷歌有限公司 |
开课时间: | 2016-10-24 |
课程语种: | 英语 |
中文简介: | 我们提出了双边求解器,这是一种边缘感知平滑的新算法,它结合了简单滤波方法的灵活性和速度,以及特定领域优化算法的准确性。我们的技术能够在几种不同的计算机视觉任务(立体、深度超分辨率、着色和语义分割)上匹配或改进最先进的结果,同时比竞争方法快10-1000倍。双边求解器快速、健壮、直接推广到新领域,并且易于集成到深度学习管道中。 |
课程简介: | We present the bilateral solver, a novel algorithm for edge-aware smoothing that combines the flexibility and speed of simple filtering approaches with the accuracy of domain-specific optimization algorithms. Our technique is capable of matching or improving upon state-of-the-art results on several different computer vision tasks (stereo, depth superresolution, colorization, and semantic segmentation) while being 10-1000 times faster than competing approaches. The bilateral solver is fast, robust, straightforward to generalize to new domains, and simple to integrate into deep learning pipelines. |
关 键 词: | 双边求解; 边缘感知; 简单滤波 |
课程来源: | 视频讲座网 |
数据采集: | 2023-03-26:chenxin01 |
最后编审: | 2023-05-22:chenxin01 |
阅读次数: | 130 |