Residual attention-based tracking-by-detection network with attention-driven data augmentation

Tracking-by-detection (TBD) is a significant framework for visual object tracking. However, current trackers are usually updated online based on random sampling with a probability distribution. The performance of the learning-based TBD trackers is limited by the lack of discriminative features, especially when the background is full of semantic distractors. We propose an attention-driven data augmentation method, in which a residual attention mechanism is integrated into the TBD tracking network as supplementary references to identify discriminative image features. A mask generating network is used to simulate changes in target appearances to obtain positive samples, where attention information and image features are combined to identify discriminative features. In addition, we propose a method for mining hard negative samples, which searches for semantic distractors with the response of the attention module. The experiments on the OTB2015, UAV123, and LaSOT benchmarks show that this method achieves competitive performance in terms of accuracy and robustness.     

Milk Fat Globule Membrane Substances Inhibit Mouse Intestinal β-Glucuronidase

The β-glucuronidase inhibitory action of milk fat globule membrane (MFGM) was studied. By increasing the MFGM concentration to 0.2%, nearly 90% of the β-glucuronidase activity was inhibited. The trypsin-derived digests of MFGM inhibited β-glucuronidase activity by ～ 42%. The inhibitory effect of MFGM on intestinal β-glucuronidase of mouse was studied. We administered MFGM (groups I: 5%; group II: 10%; group III: 20%) to mice and investigated the time course of changes in fecal β-glucuronidase activity. In group I and II, enzyme activity had decreased 15–20% on the 5th day of treatment, but in group III, a decrease in enzyme activity was seen with an inhibition rate of 50%, showing a marked intracolonic efficacy of MFGM. Thus MFGM may have potential in explaining, treating or preventing intestinal cancers.     

Application of hydrogenated palm kernel oil and palm stearin in whipping cream

Non-dairy creams made from hydrogenated palm kernel oil (HPKO) are generally more stable than dairy creams. However, in summer the emulsion tends to separate. This paper outlines some steps that were taken to modify the HPKO with the intention of increasing the stability without affecting whipping performance. This was achieved by blending HPKO with palm stearin (POs). Interesterification was employed to eliminate the increase in solid fat content at 37°C and 40°C. Results of the experiment showed that an interesterified HPKO: POs 66:34 blend proved to have satisfactory whipping performance when compared to creams made with HPKO alone.     

Composition,variation of nutritional contents in leaves,seed protein,fat and fatty acid profile ofchenopodium species

The foliage of Chenopodium belonging to 10 species were analysed for selected nutritional and antinutritional components. The overall range of moisture was 757-910 g kg^?1, carotenoid 78-190 mg kg^?1, vitamin C 0.5-2.4 g kg^?1, protein 26-64 g kg^?1, nitrate 2.6-5.0 g kg^?1 and oxalate 9-39 g kg^?1 (fresh wt). Variation of all the six parameters with respect to leaf position from the apex showed the highest amount of carotenoid at 7-8, vitamin C at 9-10, protein at 5-6 and nitrate in the youngest leaves, followed by a continuous decrease with age (increasing position). However, oxalate contents always tended to increase with leaf position (age). The protein, fat and fatty acid composition in seeds of eight species were also analysed. Protein varied from 106 to 142 g kg^?1 and fat from 30 to 62 g kg^?1; palmitic, oleic and linoleic were the major fatty acids in the oils.     

对凡口矿深部开采顺序的探讨

通过对凡口矿的矿床赋存规律 ,影响深部开拓的几个技术问题和目前的生产现状等的分析 ,提出上部、深部同时开采 ,上部由上至下、深部由下至上的开采顺序 ,可使该矿今后的生产经营更加灵活。     

试论深井硬岩矿山岩爆巷道支护

本文总结了国外深井硬岩矿山岩爆巷道支护的概况、岩爆引起的巷道破坏形式 ,论述了岩爆巷道支护的一般原理、支护单元的特点及支护应考虑的因素。最后 ,根据我国深井开采的实际 ,指出了我国深井硬岩矿山岩爆支护研究的方向。     

深亚微米MOSFET衬底电流的模拟与分析

利用器件模拟手段对深亚微米ＭＯＳＦＥＴ的衬底电流进行了研究和分析，给出了有效的道长度，栅氧厚度，源漏结深，衬底掺杂浓度以及电源电压对深亚微米ＭＯＳＦＥＴ衬底电流的影响，发现电源电压对深亚微米ＭＯＳＦＥＴ的衬底电流有着强烈的影响，热载流子效应随电源电压的降低而迅速减小，当电源电压降低到一定程度时，热载流子效应不再成为影响深亚微米ＭＯＳ电路可靠性的主要问题。     

深亚微米条件下的多层VLSI／MCM层分配的遗传算法

本文提出了一个深亚微米条件下的多层ＶＬＳＭＣＭ有约束分层层分配的遗传算法。该算法分为两步：首先进行超层分配，使各线网满足Ｃｒｏｓｓｔａｌｋ约束，且超层数目最少；然后进行各超层的通孔最少化二分层。与目前的层分配算法相比，该遗传算法具有目标全面，全局优化能力强等特点，是一种可应用于深亚微米条件下的ＩＣ ＣＡＤ的有效分层方法。     

渤中凹陷深层砂砾岩气藏油气充注与储层致密化

渤海湾盆地渤中凹陷砂砾岩储层致密化成因及其与晚期油气侵位的关系一直没有得到合理地解释。为此,以渤中凹陷西南部地区古近系砂砾岩气藏为研究对象,利用物性、热史、包裹体等分析资料,确定油气首次成藏时间、划分油气充注期次、恢复成藏期储层物性,进而模拟压实作用对储层的影响,并结合包裹体、铸体、扫描电镜、X射线衍射等实验手段明确油气侵位关系,分析石英加大、黏土矿物转化、碳酸盐胶结等关键致密化作用发生的序列,探究储层致密化作用机理及其与油气充注的关系。研究结果表明:①该区深层砂砾岩油气充注至少可分为3期,早期包裹体为重质油,晚期包裹体气油比高;②首次油气充注期为距今5Ma,储层埋深介于2500～2800m,以中孔、中渗储层为主,储集物性较好,成藏后盆地快速沉降、充填,上覆地层增加厚度超过1 000 m;③首次油气充注后砂砾岩进入成岩快速演化期,埋深介于2 500～3 200 m,是砂砾岩快速压实阶段,石英加大在油气充注后经历了两期强烈发育,减孔作用明显,压实减孔作用是储层致密化的重要机制;④埋深介于2 500～3 500 m为该区黏土矿物快速转化区间,花状及丝发状伊利石极其发育,对渗透率的大小产生了决定性的影响;⑤铁方解石及铁白云石沉淀于石英加大之后,使储层进一步致密化,以残余孔隙为主。结论认为,该区古近系砂砾岩气藏具有先成藏后致密的特点,尽管油气充注对储层成岩具有抑制作用,但后者仍然会导致储层的致密化。     

四川盆地威荣区块深层页岩气水平井压裂改造工艺

四川盆地南部威荣区块由于地质条件复杂、最大水平主应力和垂向主应力差异小、水平应力差值大、施工泵压高、敏感砂比低等原因,页岩气水平井的压裂施工面临诸多难题。为此,通过剖析该区深层页岩气水平井的工程地质特征及压裂改造难点,借鉴国内外页岩气水平井体积压裂的技术思路,确定了对该区页岩气水平井实施压裂改造的主体思路及技术对策,并在后续页岩气水平井的压裂改造中加以应用。研究结果表明:(1)威荣区块页岩气水平井采用常规压裂工艺形成的裂缝复杂程度低、整体改造体积偏小,射孔簇有效性难以保证,加砂强度低导致压裂后气井的稳产能力较差,并且难以应对套管变形井的压裂改造;(2)针对该区深层页岩气水平井的压裂改造难点,形成了"超高压、大排量、大液量、缝内暂堵转向、变排量"工艺、"分段多簇射孔优化+大排量"及"缝口暂堵转向"技术、"大排量、高黏度、低砂比、低密度、小粒径连续加砂"工艺和"连续油管快速处理+小直径桥塞、射孔枪分体泵送"的套管变形井压裂改造技术;(3)将所形成的压裂工艺应用于该区块5口页岩气水平井,压裂后获得的页岩气无阻流量平均值为26.11×104 m3/d,改造效果较好。结论认为,该研究成果可以为深层页岩气水平井的压裂施工作业提供借鉴。