基于改进YOLOv5的遥感图像飞机目标检测

针对遥感图像中飞机检测尺寸大小不一、背景复杂导致的难以识别问题,提出一种基于YOLOv5网络模型的改进方法。首先,在YOLOv5网络模型中融入Swin-Transformer模块,使网络全局建模并使全维度信息交互,以提升网络的特征提取能力;其次,对损失函数进行优化,引入SIOU损失函数以考虑真实框和预测框之间的向量角度问题。对比实验表明,优化前后网络模型检测精度均为95.3%。在检测精度相同的情况下,改进后的网络模型召回率为91.2%,比改进前提升0.6个百分点;改进后平均检测精度mAP_0.5为95.7%,比改进前提升0.2个百分点。结果表明,改进后的YOLOv5网络模型能在一定程度上提升遥感图像中飞机目标检测性能。     

Metabolism of 3β-hydroxycholest-5-en-26-oic acid in hamsters

Summary Metabolism of 26-hydroxycholesterol to 3-hydroxychol-5-en-24-oic acid and other C24-bile acids has been expected to occur by way of 3-hydroxycholest-5-en-26-oic acid in studies in vitro. 3-Hydroxycholest-5-en-26-oic acid was infused intravenously into bile fistula hamsters and the following C24-bile acids were identified: 3-hydroxychol-5-en-24-oic acid, lithocholic acid, chenodeoxycholic acid, and a small amount of cholic acid.     

Bovine microvascular endothelial cells of separate morphology differ in growth and response to the action of interferon-γ

Five cell types recently isolated from the bovine corpus luteum differed in their epithelioid morphology and their cytoskeleton, but shared common criteria of microvascular endothelial cells^1,2. To give strong evidence for the separate entity, the growth rate of the 5 phenotypically different cells was studied. They were seeded at low density on day 0. Most of these cells were treated with 200 to 1000 U recombinant bovine interferon- (IFN-) for 3 days. The untreated remainder served as controls. Cell counts were made for all cultures on days 4, 7, 10 and 13. morphology: 13 d after treatment with IFN- senescent cells as well as intact cells occurred in cultures of cell types 1 to 4. Cultures of cell type 5 were apparently unchanged and resembled their untreated counterparts. Desminpositive cells in cultures of cell type 2 developed cell processes. Growth rate: In the absence of IFN-, the growth rate was high for cell types 3 and 4, moderate for cell type 1, and low for cell types 2 and 5. The presence of IFN- caused anti-proliferative effects. These were higher for cell types 3 and 4 than for cell types 1 and 2. IFN- could be cytotoxic on cell type 3. In contrast, the cytokine tended to support the cell growth of cell type 5. These findings substantiate the postulate that endothelial cells exhibiting separate morphology in culture also function differently.     

雷达辐射源信号双谱二次特征提取方法

现有的双谱特征提取方法可以满足信号分类识别，但是出现了交叉项、平凡双谱以及特征维数过高等一些问题。针对以上问题，提出一种双谱二次特征提取方法，将双谱转化为灰度图像，以灰度值表示双谱幅度；再利用图像处理技术提取双谱二次特征，提取出能够表征辐射源信号双谱图像纹理信息的灰度共生矩阵特征集；将该特征集与Hu-不变矩特征集进行对比实验。仿真结果表明：该方法具有更好的分类识别性能，对于CW、LFM和NLFM信号的平均识别率均达90%以上。     

中国银杏种植业良种化进程的思路

阐述良种化的概念和意义;根据我国银杏生产发展的现状,提出中国银杏种植业现阶段良种化的进程是：加快产区良种选育和新发展区良种引种试验,加快良种苗木繁殖体系建设,用良种接穗改造低产劣种株,同时稳步发展良种苗种植;认为银杏在现阶段只宜采用科学的选择育种方式。     

含双二苯基膦戊烷铜(Ⅰ)配合物的合成与性质

室温,氮气氛下,铜（Ⅱ）盐和双二苯基膦戊烷（ｄｐｐｐ５）在溶液中通过还原取代反应合成了８种铜（Ⅰ）配合物（１．［Ｃｕ（ｄｐｐｐ５）］２（ＢＦ４）２,２．［Ｃｕ２（ｄｐｐｐ５）２（Ｃ８Ｈ３Ｏ２ＳＦ３）２］,３．［Ｃｕ２（ｄｐｐｐ５）３］（ＣＣｌ３ＣＯＯ）２,４．［ＣｕＢｒ（ｄｐｐｐ５）］２,５．［Ｃｕ２（ｄｐｐｐ５）Ｃｌ２］,６．［Ｃｕ２（ｄｐｐｐ５）３］（ＣＨ３ＣＯＯ）２,７．［Ｃｕ（ｄｐｐｐ５）（ＮＯ３）］,８．［Ｃｕ２（ｄｐｐｐ５）３］（ＣｌＯ４）２）。通过元素分析、红外光谱、热重、摩尔电导测定对其进行表征,表明这是一种行之有效的有机膦配合物的合成方法。     

一种改进的树形矢量量化编码算法

矢量量化中的一个最严重的问题是在一本码本中搜索最近码字的高计算复杂度。本文在研究树形矢量量化的基础上提出了一种改进的树形矢量量化编码算法。实验结果表明,本文提出的编码算法相对于树形矢量量化算法可大大改善峰值信噪比（ＰＳＮＲ）。     

鸡冠花红色素的提取及稳定性研究

介绍了以鸡冠花为原料,提取其红色素的方法及工艺流程。通过光谱分析的手段,研究了酸度、温度、光、时间、金属离子等因素对色素稳定性的影响。     

牛蒡中多酚氧化酶的活性及其影响因素研究

对牛蒡中所含的多酚氧化酶的活性及其影响因素的研究表明,牛蒡中多酚氧化酶的适宜ｐＨ值是６．０～７．５,适宜温度４５℃,较有效的抑制剂是２％钾明矾和０．０２％ＳＳＡ的混合液,或０．５８％磷酸和０．０２％ＳＳＡ的混合液．用此溶液浸泡过的牛蒡,再用ＨＰＥ薄膜袋包装后,在－４０℃下速冻,放在－１８℃冷冻库保存,贮藏期达６个月以上．     

磨削加工的声发射信号分析

对磨削加工中产生的声发射信号进行了分析,讨论了磨削过程中声发射信号影响因素,指出各种声发射信号与其磨削加工状态与有着良好的对应关系,可以用来对磨削加工过程和磨削质量进行监控。