最小割与深度学习联合优化的室内粘连点云分割方法

随着数字城市的发展,城市三维模型重建对三维点云结构化的需求与精度要求越来越高。如何有效准确地分割室内语义模型与三维重构是当前研究的热点问题。点云分割分类是室内点云结构化的重要基础,如何将粘连点云构件进行准确分割并用于室内点云结构化,是当前城市建模的难点。本文提出了一种面向室内粘连点云数据的分割分类方法。首先,利用深度学习网络处理室内点云数据;其次,对点云数据进行标签分类,得到目标标签点云;然后,利用欧氏算法对目标点云进行聚类分割,通过室内语义构件包围盒信息计算各目标中心点坐标与水平半径;最后,利用点云最小割实现室内粘连点云的准确分割。利用3组室内场景中获取的数据对分割方法的精度及有效性进行了验证。结果表明,该分割优化方法具有较高的精度与数据完整性。     

基于YOLOv3深度学习的海雾气象条件下海上船只实时检测

海雾气象条件下船只高精度检测识别面临较大困难,传统的目标识别、定位方法效果差强人意。作者围绕海雾气象条件下不同类型船只的实时检测问题,提出一种基于YOLOv3深度学习的实时海上船只检测新思路。首先构建清晰图片和模糊图片(海雾、雨)的判别方法,实现图片清晰度分类处理;其次为提高海雾气象条件下海上船只的实时检测精度,消除海雾遮挡对目标识别的影响,运用暗通道先验去雾方法对含有海雾的图像实行去雾;最后基于YOLOv3深度学习算法对精细处理后的图像进行船只实时检测。实验结果表明该方法能够在海雾气象条件下高效、准确地检测到船只,对海上复杂环境条件下的船只实时检测研究具有一定的理论指导意义。     

龙门山穹状递增变质作用特征及岩石圈深部作用信息

通过对变质带的空间分布特征，矿物组合的世代关系和同位素定年的综合研究表明，龙门山造山带的穹状递增变质作用是发生于燕山期的区域动热变质作用，所形成的递增变质带在空间上呈穹隆状，等变带围绕热中心呈环带状分布，热中心发育花岗岩，从热中心向四周变质程度依次递减，热中心花岗岩的侵位和上隆滞后于穹状递增变质作用，二者在成因上无直接的联系，其pTd轨迹揭示出了盆山耦合过程中壳幔间相互作用过程和热历史演变。     

内蒙古固阳福顺店渣尔泰山群增隆昌组的风暴沉积特征

本文着重叙述了渣尔泰山群增隆昌组的沉积特征和沉积相序特征 ,并对其成因进行了分析 ,区内的增隆昌组白云岩为一风暴沉积相序 ,该相序的发现对进一步研究渣尔泰山群的沉积环境及古地理特征具有一定意义。     

Ordovician eclogites from the Chinese Beishan: implications for the tectonic evolution of the southern Altaids

Numerous lenses of eclogite occur in a belt of augen orthogneisses in the Gubaoquan area in the southern Beishan orogen, an eastern extension of the Tianshan orogen. With detailed petrological data and phase relations, modelled in the system NCFMASHTO with thermocalc , a quantitative P–T path was estimated and defined a clockwise P–T path that showed a near isothermal decompression from eclogite facies (>15.5 kbar, 700–800 °C, omphacite + garnet) to high‐pressure granulite facies (12–14 kbar, 700–750 °C, clinopyroxene + sodic plagioclase symplectitic intergrowths around omphacite), low‐pressure granulite facies (8–9.5 kbar, ～700 °C, orthopyroxene + clinopyroxene + plagioclase symplectites and coronas surrounding garnet) and amphibolite facies (5–7 kbar, 600–700 °C, hornblende + plagioclase symplectites). The major and trace elements and Sm–Nd isotopic data suggest that most of the Beishan eclogite samples had a protolith of oceanic crust with geochemical characteristics of an enriched or normal mid‐ocean ridge basalt. The U–Pb dating of the Beishan eclogites indicates an Ordovician age of c. 467 Ma for the eclogite facies metamorphism. An ³⁹Ar/⁴⁰Ar age of c. 430 Ma for biotite from the augen gneiss corresponds to the time of retrograde metamorphism. The combined data from geological setting, bulk composition, clockwise P–T path and geochronology support a model in which the Beishan eclogites started as oceanic crust in the Palaeoasian Ocean, which was subducted to eclogite depths in the Ordovician and exhumed in the Silurian. The eclogite‐bearing gneiss belt marks the position of a high‐pressure Ordovician suture zone, and the calculated clockwise P–T path defines the progression from subduction to exhumation.     

PTtD Path and Fluid Evolution of HighPressure Eclogites from the Dabie Mountains,Central East China

１．Ｉｎｔｒｏｄｕｃｔｉｏｎ　ＴｈｅＱｉｎｌｉｎｇＤａｂｉｅｏｒｏｇｅｎｉｃｂｅｌｔｗａｓｆｏｒｍｅｄｂｙｃｏｌｌｉｓｉｏｎｂｅｔｗｅｅｎｔｈｅＮｏｒｔｈＣｈｉｎａａｎｄＹａｎｇｔｚｅｂｌｏｃｋｓ．Ｔｈｅｃｏｒｅｐａｒｔｏｆｔｈｅｏｒｏｇｅｎｉｃｂｅｌｔｃｏｎｓｉｓｔｓｏｆｓｅｖｅｒａｌｍｅｔａｍｏｒｐｈｉｃｒｏｃｋｇｒｏｕｐｓ,ｉｎｃｌｕｄｉｎｇｔｈｅＤａｂｉｅ（Ｔｏｎｇｂａｉ）ｃｏｍｐｌｅｘ,Ｈｏｎｇ’ａｎ（Ｓｕｓｏｎｇ）ｇｒｏｕｐ,ＳｕｊｉａｈｅｇｒｏｕｐａｎｄＳｕｉｘｉａｎ（Ｙａｏ…     

Yanshanian Magma-Tectonic-Metallogenic Belt in East China of Circum-Pacific Domain (Ⅰ):Igneous Rocks and Orogenic Processes

Ｙａｎｓｈａｎｉａｎｍａｇｍａ－ｔｅｃｔｏｎｉｃ－ｍｅｔａｌｏｇｅｎｉｃｂｅｌｔｏｆｔｈｅＥａｓｔＣｈｉｎａｉｓａｐａｒｔｏｆｔｈｅｃｉｒｃｕｍ－Ｐａｃｉｆｉｃｄｏｍａｉｎ．Ａｌｏｔｏｆｐａｐｅｒｓｈａｖｅｂｅｅｎｐｕｂｌｉｓｈｅｄｔｏｄｉｓｃｕｓｓ...     

P-T Paths Derived from Garnet Growth Zoning in Danba Domal Metamorphic Terrain, Sichuan Province, West China

Danba (丹巴) domal metamorphic terrain belongs to Songpan (松潘)-Ganze (甘孜) orogenic belt, where typical Barrovian and Buchan metamorphic zones are preserved. The former included chlorite, biotite, garnet, staurolite, kyanite and sillimanite zones, while the latter only developed silimanite+muscovite and sillimanite+K-feldspar zones. Integrated study has been carried on metamorphic reactions of garnet production and consumption, P-T paths and P-T-X-M phase relation and thermal tectonic model for Danba metamorphic zones. Petrological textures in thin sections show that garnet production and consumption in kyanite-sillimanite zone is mainly attributed to ChI+Ms+PI+Q=Grt+Bt+H2O and kyanite=sillimanite respectively. Based on mineral compositions, the geothermobarometry gives an average P, T condition of (4.9±0.3)×108 Pa, 543±30℃ for the first growth stage of the garnet and (5.8±0.3)±108 Pa, 534±29 ℃ for the second stage of garnet growth respectively. Anti-counter clockwise P-T paths were drawn using Gibbs method by NCMnKFMASH system for sample G98686 in the kyanite zone. The P-T-X-M modeling for the first mineral assemblages shows that the prediction is similar to the measured values in gossular, almandine and spessartine but mole fraction of pyrope and Fe/(Fe+Mg) deviated far from the contours; while that for the second mineral assemblages exhibits that the prediction is consistent with the measured value of pyrope, grossular content and Fe/(Fe+Mg) of garnet. A thermal tectonic model that there are at least three structure levels across the thrnst-decollement zones is presented according to the P-T paths, metamorphic grades and deformation styles for the staurolite-kyanite zone of the Barroviau type metamorphism, which will provide some constraints for the evolution of the nappe complex.     

中国桐柏大别构造带变质演化的岩石学证迹

桐柏大别构造带是秦岭造山带的东延部分，经历过多期次不同体制的构造运动，现今的桐柏大别山区是由一系列变质地体拼合而成，地体与地体之间为断层或韧性剪切带所围限各地体有自身变质变形史和PTt轨迹，但却有着碰撞造山带所共有的后造山抬升过程。本文揭示了随县群、红安岩群及大别杂岩中柯石英榴辉石、蓝晶铝直闪石片岩及紫苏石榴黑云母片麻岩的退变质再平衡结构特点。报道了大别山麻粒岩相变质年龄为1699Ma。各类岩石减压退变质再平衡结构，标志着后造山的隆升过程及其对桐柏大别构造带变质演化的启示。     

一种求解旅行商问题的改进蚁群算法

蚁群算法作为一种新型的优化算法,具有很强的适应性和鲁棒性,已广泛的应用于系统控制、人工智能、模式识别等工程领域。由于蚁群算法在搜索过程中易于陷入局部最优解,存在着加速收敛和早熟停滞现象的矛盾。文章针对这些问题,在基本蚁群算法的基础上,从参数的动态调整、信息量的更新规则、局部搜索策略进行相应的改进,引入信息素平滑机制,以求在加快收敛和防止早熟停滞之间取得较好的平衡。旅行商问题的仿真表明:改进后的蚁群算法具有较好的收敛性和稳定性,能够克服算法中早熟和停滞现象的过早出现。