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快速双边求解器

The Fast Bilateral Solver
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: 96