DM-CTSA: a discriminative multi-focused and complementary temporal/spatial attention framework for action recognition

Neural Computing and Applications - Video-based human action recognition remains a challenging task. There are three main limitations: (1) Most works are only restricted to single temporal scale...     

逆向工程点云数据采集系统设计及应用

针对目前四轴激光测量机的不足,设计了一种五轴逆向工程点云数据采集系统;在四轴的基础上增加了激光测头的旋转轴,采用基于PCI总线的运动控制系统及USB总线的数据采集系统,并植入了图像采集系统,通过二次开发技术利用Windows的应用程序编程接口函数对扫描范围进行自动识别;软件系统使用了采集路径规划及测量数据优化处理算法;在原始数据测量及曲面反求建模两个方面进行了实例应用,零件大斜度面和垂直于工作台的表面均能覆盖测量,并且所有点云数据是一次测量完成,实验结果验证了本系统的可行性与稳定性。     

gbase: an efficient analysis platform for large graphs

Graphs appear in numerous applications including cyber security, the Internet, social networks, protein networks, recommendation systems, citation networks, and many more. Graphs with millions or even billions of nodes and edges are common-place. How to store such large graphs efficiently? What are the core operations/queries on those graph? How to answer the graph queries quickly? We propose Gbase, an efficient analysis platform for large graphs. The key novelties lie in (1) our storage and compression scheme for a parallel, distributed settings and (2) the carefully chosen graph operations and their efficient implementations. We designed and implemented an instance of Gbase using Mapreduce/Hadoop. Gbase provides a parallel indexing mechanism for graph operations that both saves storage space, as well as accelerates query responses. We run numerous experiments on real and synthetic graphs, spanning billions of nodes and edges, and we show that our proposed Gbase is indeed fast, scalable, and nimble, with significant savings in space and time.     

A deformable surface model for real-time water drop animation

A water drop behaves differently from a large water body because of its strong viscosity and surface tension under the small scale. Surface tension causes the motion of a water drop to be largely determined by its boundary surface. Meanwhile, viscosity makes the interior of a water drop less relevant to its motion, as the smooth velocity field can be well approximated by an interpolation of the velocity on the boundary. Consequently, we propose a fast deformable surface model to realistically animate water drops and their flowing behaviors on solid surfaces. Our system efficiently simulates water drop motions in a Lagrangian fashion, by reducing 3D fluid dynamics over the whole liquid volume to a deformable surface model. In each time step, the model uses an implicit mean curvature flow operator to produce surface tension effects, a contact angle operator to change droplet shapes on solid surfaces, and a set of mesh connectivity updates to handle topological changes and improve mesh quality over time. Our numerical experiments demonstrate a variety of physically plausible water drop phenomena at a real-time rate, including capillary waves when water drops collide, pinch-off of water jets, and droplets flowing over solid materials. The whole system performs orders-of-magnitude faster than existing simulation approaches that generate comparable water drop effects.     

从简约视角分析当代书籍设计的趋势

简约理念作为一种设计思想,旨在用尽可能少的元素表现事物的内涵,简约理念下的书籍在设计上追求视觉的"简洁",在情感上追求丰富,这对于当代社会下的环境保护、节约能源有着重要的意义。通过对简约理念的阐释,分析当代书籍设计形式上存在的问题,并提出"简约主义"风格在书籍设计中运用的可行性。     

B/S结构的360度绩效测评系统设计与实现

绩效管理是人力资源管理的核心,对企业实现战略目标有举足轻重的作用,绩效测评是绩效管理中必不可少的组成部分。本文讲述了一种全面客观的360度绩效测评法,并介绍了一套按照360度绩效测评模型构建的B/S办公系统,重点介绍了使用这套系统进行绩效测评的过程,以便通过信息化手段,有效的运用这一先进测评方法,为企业管理提供有益的支持。     

Decomposition of solid explosives by laser irradiation: A mass spectrometric study

Experimental investigations have been made in which single crystals of solid explosives such as cyclotrimethylene trinitramine, RDX, pentaerythritol tetranitrate, PETN, AgN₃ and Pb(N₃)₂, were irradiated with a focused laser beam of wavelength 266 nm and duration 5 nsec in an ultra high vacuum system housing a fast and sensitive time-of-flight mass spectrometer. From the mass spectra (both +ve and -ve ions) of the chemical species obtained, possible decomposition schemes of RDX and PETN have been proposed. For silver and lead azides, the laser irradiation did not cause explosions if the power density was sufficiently low, but micrometre size craters were formed. In the mass spectra of AgN₃ products N₃ ^– and silver cluster ions, Ag _n ⁺, have been found for the first time. It has been suggested that such investigations may possibly throw some light on our understanding of the reactions taking place in a deflagration/detonation wave.     

砷、氟污染地下水净化技术进展

砷、氟污染水体及其共存问题是环境领域的热点问题,长期暴露其中对公众的身体健康存在巨大威胁.文章梳理了砷、氟污染物的来源,及砷、氟污染水体的分布与危害,并按吸附、离子交换、反渗透、电絮凝、膜法等分析了用于砷、氟处理的各类技术手段的利弊,以期为后续水体中砷、氟污染物的高效去除提供参考.     

珠江水源水厂臭氧-生物活性炭工艺对有机微污染物的去除效果

近年来,我国经济发展势头强劲的珠江流域的水质不断受到污染,珠海市给水厂的水源也受到污染.建议通过臭氧生物活性炭深度处理工艺进一步提高污染物的去除率.研究采用小试试验对臭氧生物活性炭深度处理工艺进行研究.重点考察了臭氧质量浓度为1.0 mg/L、活性炭柱空床时间为15 min和臭氧质量浓度为1.5 mg/L、活性炭空床时间为30 min这两个工况下,2-甲基异莰醇、土臭素、TOC、UV254、浑浊度的去除效果,以及对消毒副产物前体物的控制效果,并通过分子量分布和三维荧光对水中的溶解性有机物进行分析,发现臭氧-生物活性炭工艺可以很好地去除2-甲基异莰醇和土臭素.臭氧-生物活性炭工艺可以有效地去除水中的溶解性有机物,对三卤甲烷和含氮类消毒副产物的前体物也有一定的去除作用,但是对于HAAs卤乙酸类的DBPs消毒副产物前体物的去除效果不佳.同时,文中也给出了臭氧生物活性炭深度处理工艺运行工况的建议.     

从锌锗浸出液中提取锗的研究进展

锗资源开发对通讯和航空航天行业的发展具有重要的战略意义,由于提取锗的原料有限,所以开发和优化锗提取工艺受到日益关注.通过综述国内外从锌锗浸出液中提取锗的研究进展,对比多种锗的提取方法,总结出单宁沉锗法为应用最广泛的提锗方法.该方法具有绿色环保、操作简单的优点,但也存在单宁用量大,锗直收率低等问题亟待解决.基于超声波具有频率高、方向性好等优点,且已成功应用于湿法冶金工业中,因此进一步提出将超声外场引入单宁沉锗工艺中,并详细分析了超声外场强化的可行性和机理,以期降低单宁酸用量,提高锗直收率.指出超声外场强化单宁沉锗新工艺具有很好的研究和应用前景.