基于显著性增强和迁移学习的鱼类识别研究

针对水下鱼类无法快速准确识别的难点,提出一种具有图像主体自动增强功能的鱼类迁移学习方法。该方法将鱼类RGB图像转换至Lab颜色空间后,利用中央周边算子计算得到整个输入图像的显著性值,进而提供鱼类目标的潜在区域,并结合GrabCut算法获取鱼类分割图像,最终将融合分割图的原始图像送入优化后的残差网络中进行训练。通过对23种鱼类进行识别试验,结果显示,固定ImageNet数据集上ResNet-50预训练模型的conv1层和conv2层参数,微调高层参数的方法能够取得最好的识别效果,且在公开的Fish4Knowledge数据集上,该模型取得了最高的识别准确率,平均识别精度达到99.63%。与其他卷积神经网络方法的对比结果显示,本方法在Fish4Knowledge和Fish30Image数据集上的识别精度和时间性能均具有较大优势,其中识别准确率至少提升4.98%。多个数据集上的试验验证了模型的有效性。     

高分子编结网片水动力特性水槽试验研究

高分子渔用材料在设施养殖和海洋渔业中的应用越来越广泛,对其水动力特性进行研究十分必要。试验采用不同网目系数和网线粗度的高分子编结试验网片进行水槽试验,倾角从0°变化到90°,设置水流速度从0.3 m/s开始,以0.1 m/s为梯度,逐渐增大至1.3 m/s。为减小尾流和湍流对试验结果的影响,使用流线型框架固定装配。经试验得到以下结果:(1)在网片与水流垂直时,阻力系数有随网目系数增大而增大的趋势,而在网片与水流平行时,阻力系数随网目系数增大而减小。(2)阻力系数有随雷诺数增大而逐渐减少的趋势,网片平面与流体运动方向速度垂直时,阻力系数在13001500后阻力系数变化不大。(3)阻力系数随着冲角的增大而增大并最终趋于稳定值。(4)升阻力系数比(K)在总体上有随倾角变大而先变大再变小的趋势,K的极值均出现在20°到30°内,最大K值约为0.41。(5)网片与水流垂直时,在1000相似文献   

Delayed-type hypersensitivity skin test against Neospora caninum in heifers with undetectable specific antibodies

Delayed-type hypersensitivity (DTH) has been used in human and veterinary medicine as a skin testing for evaluating in vivo cell-mediated immune responses (CMIR). Whereas CMIR is a key process to control intracellular pathogens, its value at identifying cattle exposed to the abortigenic intracellular coccidian parasite Neospora caninum is unknown. In this work, we have evaluated a DTH skin testing in cattle exposed to N. caninum and still seronegative. Female calves were experimentally sensitized by subcutaneous (SC) inoculation with live tachyzoites of N. caninum (NC-Argentina LP1) in sterile phosphate-buffered saline (PBS) (group A; n: 8) whereas other calveswere mock-sensitized with PBS (group B; n: 6). Two DTH skin tests were performed by intradermal inoculation with a soluble lysate of N. caninum tachyzoites (NC-Argentina LP1) in the neck region at 60d and 960 d after sensitization. Skinfold thickness at the intradermal inoculation site was measured at 0, 24, 48 h post each DTH skin test and skin biopsies taken for microscopic evaluation. Specific N. caninum antibodies kinetics was evaluated all throughthe experiment. We found that whereas N. caninum specific antibodies remained below the ELISA cut-off, a distinctive skinfold thickness increase was detected in sensitized animals (group A) at the DTH skin test site, showing induration, swelling and inflammatory infiltration. Mock sensitized animals (group B) showed no skinfold thickness growth and lacked specific antibody response. Thus, N. caninum DTH skin testing could be a useful diagnostic tool for the detection of CMIR during N. caninum infection in non-humoral responders.     

草莓新品种引进比较试验

为了解决东海县草莓品种单一及品种退化的问题,实现草莓品种的更新换代,提高草莓品质及经济效益,从江苏省农业科学院、北京神舟绿鹏农业科技有限公司等单位引进了紫金久红、章姬、隋珠、脱毒红颜等9个草莓品种进行比较试验。结果表明:脱毒红颜、妙香植株长势好、田间综合性状较好,具有果形端正、光泽度高、口感细腻、产量高等特点,比较适宜在东海县推广栽培。     

叶片角度对输水泵站泵装置水力性能影响分析

为研究输水泵站泵装置水力性能受叶片角度变化的影响,采用CFD方法模拟全流道泵装置水力性能,分析设计流量工况下叶片角度变化对进水流道、出水流道流动及叶轮内部流动特性和水力性能的影响.结果表明:在设计流量工况下,叶片角度偏离设计工况角度,叶轮进口近轮毂区存在回流、脱流;叶片角度偏离设计工况角度越大,进水流道、出水流道内水流流态越差,水力损失越大.当叶片角度调节为-8°工况时,与叶片角度-0°工况比较,进水流道和出水流道水力损失相对值最大,分别为1.28和2.89.即叶片同等偏离角度下,出水流道水力损失增大幅度较进水流道更加明显.对比数值模拟结果与模型试验结果得出,在设计流量工况,叶片角度为0°时,扬程相对误差为1.2%,效率相对误差为2.1%,两者吻合较好.     

Effect of Plasticizers on Properties of Rice Straw Fiber Film

In order to improve the properties of rice straw fiber film, one factor contrast test method was employed. Plasticizer type was chosen as input variable, dry tension strength and elongation, wet tension strength and elongation, bursting strength and tearing strength were chosen as indexes. The results showed that there were significant differences among the means of dry tension strength, dry elongation and bursting strength of different plasticizers; there were not significant differences among the means of wet tension strength, wet elongation and tearing strength of different plasticizers; for dry tension strength and elongation, glycerol had a significant difference with sorbitol and PEG, no significant difference was observed between sorbitol and PEG, dry tension strength added glycerol had been reduced 6.8% compared with that added sorbitol, reduced 9.5% compared with that added PEG; elongation had been improved 6.1% and 9.4%, respectively; for bursting strength, sorbitol had a significant difference with glycerol and PEG, no significant difference was observed between glycerol and PEG; bursting strength added glycerol and added PEG had been improved 6.9% and 5.6%, respectively compared with that of the added sorbitol. The results provided a theoretical reference for further improving the straw fiber film manufacturing process.     

生态足迹时间序列趋势外推分析的一种新方法及其应用

应用数学生态学的有关理论与方法,结合生态足迹的概念,提出了一种生态足迹时间序列的新的趋势外推分析方法;并以甘肃省河西绿洲农业区为研究对象,对其生态足迹进行了趋势外推分析的实例计算。结果表明,本研究中的趋势外推分析方法在生态足迹时间序列分析中的应用能够取得较好的结果;但模型本身的不足使其在实际数据存在短期剧烈波动时,拟合的结果与实际值之间存在较大的差距。本研究提出的包含随机影响的趋势外推分析方法进一步补充和完善了原有生态足迹分析方法的不足,在理论和实践中都有较高的指导和应用价值。     

Phenotypic and genotypic characterization of canine pyoderma isolates of Staphylococcus pseudintermedius for biofilm formation

Biofilm-forming ability is increasingly being recognized as an important virulence factor in several Staphylococcus species. This study evaluated the biofilm-forming ability of sixty canine derived clinical isolates of S. pseudintermedius, using three phenotypic methods, microtiter plate test (MtP), Congo red agar method (CRA) and tube adherence test, and the presence and impact of biofilm-associated genes (icaA and icaD). The results showed that icaA and icaD genes were detected concomitantly in 55 (91.7%) of 60 isolates. A majority (88.3%) of the strains screened had matching results by the tube adherence test, MtP and PCR analysis. Better agreement (95%) was found between the PCR-based analysis and the CRA. Results of the icaA and icaD gene PCRs showed good agreement with CRA results, with a kappa of 0.7. Comparing the phenotypic methods, the statistical analysis showed that the agreement among the phenotypical tests using categorical data was generally good. Considering two classes (biofilm producer and biofilm non-producer), the percentage of matching results between the CRA method and the tube adherence test and between the CRA method and the MtP was 93.3%. A concordance of 100% was revealed between the MtP and the tube adherence test. The results indicate a high prevalence of the ica genes within S. pseudintermedius isolates, and their presence is associated with in vitro formation of a biofilm. A combination of phenotypic and genotypic tests is recommended for investigating biofilm formation in S. pseudintermedius.