人工智能培训

搜索

人工智能论文:LIDAR协助街景环境中的大规模隐私保护(LiDAR-assisted Large-scale Privacy Protection in Str

[复制链接]
mstester2011 发表于 2019-3-15 12:29:43 | 显示全部楼层 |阅读模式
mstester2011 2019-3-15 12:29:43 218 0 显示全部楼层
人工智能论文:LIDAR协助街景环境中的大规模隐私保护(LiDAR-assisted Large-scale Privacy Protection in Street-view Cycloramas)最近,隐私在几个领域中变得越来越重要,尤其是instreet-view图像。实现此目的的传统方式是自动检测并模糊来自这些图像的敏感信息。然而,模糊的处理成本随着图像分辨率的不断提高而增加。我们提出了一种即使在将分辨率提高2.5倍之后也具有成本效益的系统。新系统利用从LiDAR获得的深度数据来显着减少用于检测的搜索空间,从而降低处理成本。除此之外,我们在减少检测空间后测试多个探测器,并提供基于最先进的学习探测器的替代解决方案,以现有的HoG-SVM-Deep系统更快,性能更高。
Recently, privacy has a growing importance in several domains, especially instreet-view images.The conventional way to achieve this is to automaticallydetect and blur sensitive information from these images.However, theprocessing cost of blurring increases with the ever-growing resolution ofimages.We propose a system that is cost-effective even after increasing theresolution by a factor of 2.5.The new system utilizes depth data obtained fromLiDAR to significantly reduce the search space for detection, thereby reducingthe processing cost.Besides this, we test several detectors after reducing thedetection space and provide an alternative solution based on state-of-the-artdeep learning detectors to the existing HoG-SVM-Deep system that is faster andhas a higher performance.人工智能论文:LIDAR协助街景环境中的大规模隐私保护(LiDAR-assisted Large-scale Privacy Protection in Street-view Cycloramas) aJFzYcUhDH0Y9d0H.jpg
URL地址:https://arxiv.org/abs/1903.05598     ----pdf下载地址:https://arxiv.org/pdf/1903.05598    ----人工智能论文:LIDAR协助街景环境中的大规模隐私保护(LiDAR-assisted Large-scale Privacy Protection in Street-view Cycloramas)
回复

使用道具 举报

您需要登录后才可以回帖 登录 | 立即注册

本版积分规则 返回列表 发新帖

mstester2011当前离线
新手上路

查看:218 | 回复:0

快速回复 返回顶部 返回列表