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综合布料滤波与改进随机森林的点云分类算法 被引量:9
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作者 薛豆豆 程英蕾 +2 位作者 释小松 秦先详 文沛 《激光与光电子学进展》 CSCD 北大核心 2020年第22期184-192,共9页
城区激光雷达点云建筑物提取技术是近年来发展的热点,如何准确区分植被、建筑物以及人造物,提高分类精度一直是研究难点。为此,针对分类精度较低的问题,提出一种基于随机森林的点云分类算法。首先使用改进布料滤波算法对点云数据进行地... 城区激光雷达点云建筑物提取技术是近年来发展的热点,如何准确区分植被、建筑物以及人造物,提高分类精度一直是研究难点。为此,针对分类精度较低的问题,提出一种基于随机森林的点云分类算法。首先使用改进布料滤波算法对点云数据进行地面滤波;其次,构建决策树并进行基于最大互信息系数的相关性分析,选出相关系数最小、精度最高的决策树,得到弱相关随机森林模型;最后,对决策结果进行加权投票处理,得到一种综合布料滤波和加权弱相关随机森林的点云分类算法,并通过Vaihingen城区数据集对算法进行验证。实验表明,与传统随机森林分类算法相比,本文算法提高了4.2%的分类精度,也提高了算法效率。 展开更多
关键词 图像处理 激光雷达 布料滤波算法 随机森林 点云归一化 最大互信息系数
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Solution-processed top-contact electrodes strategy for organic crystalline field-effect transistor arrays 被引量:3
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作者 Xi Zhang Xiaotong Zhao +8 位作者 Limei Rao Jing Zhang Mingchao Xiao Danlei Zhu Chunlei Li xiaosong shi Jie Liu Jie Liu Lang Jiang 《Nano Research》 SCIE EI CSCD 2022年第2期858-863,共6页
Organic crystals,especially ultra-thin two-dimensional(2D)ones such as monolayer molecular crystals,are fragile and vulnerable to traditional vacuum deposition.Up to now,most of the methods reported for fabricating or... Organic crystals,especially ultra-thin two-dimensional(2D)ones such as monolayer molecular crystals,are fragile and vulnerable to traditional vacuum deposition.Up to now,most of the methods reported for fabricating organic field-effect transistors(OFETs)with top-electrodes on the 2D molecular crystals are based on mechanical-transfer method.Nondestructive method for large scale in-situ electrode deposition is urgent.In this work,the silver mirror reaction(SMR)is introduced to construct top-contact electrodes on 2D organic crystalline thin films.OFETs based on bilayer crystalline films with solution-processed silver electrodes show comparable performance to devices with transferred gold electrodes.In addition to that,OFETs with SMR fabricated silver electrodes show lower contact resistance than the ones with evaporated silver electrodes.Furthermore,the temperature under which SMR electrodes annealed is relatively low(60℃),making this approach applicable to varies of organic semiconductors,such as spin-coated polymer films,vacuum evaporated films,2D and even monolayer crystalline films.Besides,OFETs with sub-micrometer channel width and 25μm channel length are realized which might find practical application in the ultra-small pixel mini/micro-LEDs. 展开更多
关键词 solution processed electrodes top contact organic crystalline thin films organic field-effect transistors
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