基于深度学习的牛肉大理石花纹等级手机评价系统   总被引：4，自引：4，他引：0  

赵鑫龙  彭彦昆  李永玉  王亚丽  赵苗 《农业工程学报》2020,36(13):250-256

大理石花纹是影响牛肉品质等级的重要指标,目前中国牛肉加工企业对大理石花纹的评价是由专业分级人员参照标准图谱完成,具有主观性强、耗费人工的缺点。针对上述问题,该研究提出了基于深度学习的智能分级方法,设计一种具有4层卷积的神经网络结构,实现了大理石花纹特征的自动提取,并基于智能手机开发了牛肉大理石花纹检测软件。该研究共采集样本图像1 800张,按3:1:1分为校正集、验证集和测试集。为进一步验证模型,将该方法与传统机器视觉方法进行了比较,提取了牛肉大理石花纹的大、中、小脂肪颗粒个数,脂肪总面积和脂肪分布均匀度5个参数,并建立了多元线性回归模型。试验结果表明,该研究所用方法大理石花纹检测准确率更高,验证集检测正确率为97.67%。最后编写了手机软件,将模型移植入Android手机,在手机平台上调用模型进行大理石花纹检测。试验表明,该软件对测试集样本的检测准确率为95.56%,单张检测时间低于0.5 s。该研究结合卷积神经网络分类能力强和智能手机运行速度快等优点,开发了牛肉大理石花纹的手机评价系统,具有较好的实用性和便携性,可提高牛肉大理石花纹检测效率,有助于提高农畜产品检测的智能化水平。  相似文献   

Genome-wide identification of citrus CAMTA genes and their expression analysis under stress and hormone treatments     

Jing Zhang  Xiaoting Pan  Ting Ge  Shilai Yi  Qiang Lv  Yongqiang Zheng 《The Journal of Horticultural Science and Biotechnology》2019,94(3):331-340

  相似文献   

栀子和玉兰花提取物对烤烟主要化学成分及致香物质含量影响     

李迪秦  卢政言  王艳  钟仪  刘铭辉  王青  江祥伟  陆超  丁春霞 《作物杂志》2020,36(1):136-569

以湘烟5号为材料,通过盆栽试验,探讨不同浓度植物提取物对烤烟主要化学成分及致香物质含量的影响。结果表明,喷施栀子花和玉兰花汁液提取物有利于烟叶原料主要化学成分含量的改善,与对照相比,喷施处理的上部橘黄二级（B2F）和中部橘黄三级（C3F）烟叶还原糖含量分别高15.0%~21.1%和14.3%~17.7%,钾含量分别高5.7%~13.9%和7.4%~14.0%;与对照相比,喷施处理的烟叶的石油醚提取物、类胡萝卜素降解物、降解产物、茄酮、非酶棕色化反应产物、芳香族氨基酸裂解产物、新植二烯和中性致香物质总量,上部橘黄二级（B2F）烟叶分别高10.0%~20.9%、11.2%~20.9%、9.6%~20.2%、9.8%~21.1%、10.8%~22.5%、11.2%~23.0%、14.9%~24.7%和11.9%~22.1%,中部橘黄三级（C3F）烟叶分别高13.5%~24.1%、11.3%~21.0%、11.4%~20.0%、10.8%~18.7%、13.1%~21.2%、10.1%~19.1%、17.5%~27.0%和18.1%~27.6%;烟叶感官质量评价权重得分高于对照。栀子花和玉兰花汁液提取物对烟叶主要化学成分及致香物质含量的作用效果以施用量3.5~5.0g/株的处理最佳。  相似文献   

Effect of Kechuanning on airway remodeling and protein level of p-ERK1/2 in lung tissues of asthmatic rats induced by virus     

CHEN Xing-yu  LUO Yin-he  WANG Meng-qing  CHEN Ying-ying  LI Yan  HUANG Kai-ling  SUN Le  DING Yi  SUN Xuan-long 《园艺学报》2019,35(7):1268-1275

AIM:To investigate the effect of Kechuanning on airway remodeling and the protein level of p-ERK1/2 in lung tissues of asthmatic rats induced by virus. METHODS:The asthmatic rat model induced by respiratory syncytial virus was established. The experimental rats were divided into normal group, asthma model group, low dose (0.33 mL/kg), middle dose (3.0 mL/kg) and high dose (10 mL/kg) of Kechuanning groups, and PD98059 (3 mg/kg) group. The airway responsiveness of the rats was measured by animal ventilator. The pathological changes of the lung tissues were observed by HE staining. PAS staining and Masson staining were used to observe goblet epithelial cells metaplasia and airway collagen deposition. The expression of matrix metalloproteinases-9 (MMP-9) and tissue inhibitor of matrix metalloproteinase-1 (TIMP-1) in the lung tissues of the rats was detected by immunohistochemical staining. The protein levels of ERK1/2 and p-ERK1/2 were determined by Western blot. RESULTS:Compared with model group, the airway responsiveness of the rats in middle dose and high dose of Kechuanning groups was significantly decreased (P<0.01), the injury of lung tissues was significantly decreased, the goblet epithelial cells metaplasia and airway collagen deposition were significantly reduced (P<0.01), and the expression of MMP-9 and TIMP-1 in the lung tissues was also significantly decreased (P<0.01). In addition, the protein level of p-ERK1/2 in high dose of Kechuanning group was significantly decreased compared with model group (P<0.01). CONCLUSION:Kechuanning may treat asthma by regulating the expression of p-ERK1/2 in the lung tissues and improving the airway remodeling symptoms of asthmatic rats induced by virus.  相似文献   

典型山地草甸草原主要牧草生长发育情况分析     

典型山地草甸草原主要牧草生长发育情况分析 《畜牧与饲料科学》2018,39(11):35-37

对天山北坡中山带典型山地草甸草原4种具有代表性的天然牧草——老芒麦（Elymus sibiricus）、黄（Astragalus membranaceus）、老鹳草（Geranium wilfordii）、千叶蓍（Achillea millefolium）的生长发育情况进行了研究。结果表明，4种牧草的高度变化趋势表现为“慢-快-慢”的植物基本生长规律；老芒麦、千叶蓍、老鹳草的生长速率在返青期到分蘖期时较快，而黄芪的生长速率则在返青后就较快，分蘖期后4种牧草的生长速率开始变慢；盖度和产量的最大值出现在6月和7月。  相似文献   

Improvement of ink-jet printing performances using β-cyclodextrin forming inclusion complex on cotton fabric     

Caiyun Zhao  Chaoxia Wang  Kunlin Chen  Yunjie Yin 《Fibers and Polymers》2017,18(4):619-624

Cotton fabric was modified with β-cyclodextrin (β-CD) forming inclusion complex to yield color strength, pattern sharpness, and color fastness for ink-jet printing. The modified cotton fabric was confirmed with the presence of new strong absorption peaks around 1713 cm^-1 and 1243 cm^-1 in FT-IR. β-CD had been covalently grafted on cotton fabric via the esterification reaction of citric acid (CTR) with cellulose and β-CD. The results indicated that printing performances of the ink-jet printed fabric were enhanced through β-CD modification. The K/S value was enhanced from 4.21 to 6.72, the width of printed line was decreased from 1.48 mm to 1.25 mm, and the color fastness was improved to 3-4 level. These improvements were due to the truncated cone structure of β-CD, which can form inclusions with water-based pigment. Meanwhile, the crease recovery performance was also improved with the aid of CTR. A comparison between the unmodified and modified cotton fabric suggested that the crease recovery angle of β-CD modified cotton fabric was increased by 25.0 % in the warp direction. Therefore, printing performance and crease recovery performance of β-CD modified and water-based pigment printed cotton fabric were enhanced remarkably.  相似文献   

豚草粗提物对杨树水泡型溃疡病的抑菌作用研究     

矫丽曼  彭儒胜  冯连荣  李晓宇  赵大根  张妍  纪纯阳 《农学学报》2020,10(9):21-24

为解决豚草提取物在林业病虫害防治中的推广与应用问题,以豚草叶片为试验材料,采用温浸-超声波联合提取法提取抑菌活性物质,并开展其对杨树水泡型溃疡病病原菌的室内外抑菌试验。室内抑菌试验表明,粗提物浓度为16 mg/mL时,抑菌率达到73.62%;林间防治试验表明,最小抑菌浓度为 40 mg/mL,抑菌率达到95.14%。通过以上抑菌试验确定豚草粗提物对杨树水泡型溃疡病有较好的抑制效果。  相似文献   

Molecular Mechanism of Induction on Apoptosis of Human Esopha- geal Cancer HCE-4 Cells by Active Components from Astragalus membranaceus     

Chang LIU  Chenghao JIN  Hao WANG  Jiaru WANG  Jinqian LI  Wanting XU  Xianji PIAO  Yang LIU  Yi ZHANG  Yinghua LUO  Yiqin WU 《Medicinal Plant》2018,(1):63-66

  相似文献   

施氮处理对不同筋型小麦产量和品质的影响     

郭丹丹  刘哲文  常旭虹  王德梅  陶志强  王艳杰  杨玉双  赵广才  石书兵 《作物杂志》2020,36(6):158-1252

为探究施氮处理对不同筋型小麦的植株性状、籽粒产量和品质的影响,采用盆栽试验,选用强筋小麦品种中麦578（A1）和中麦5051（A2）、弱筋小麦品种扬麦15（A3）和扬麦24（A4）为供试品种,在施氮量相同的条件下进行底施（B1）和追施（B2）处理。结果表明：在其他栽培措施相同条件下,强筋小麦穗长、总小穗数、千粒重和籽粒产量均优于弱筋小麦,其中A1籽粒产量分别比A2、A3和A4高0.44%、49.81%和15.27%;施氮处理中B2的株高、穗长、穗粒数、总小穗数和籽粒产量均高于B1;不同处理组合中,强筋小麦品种A1B2的植株和产量性状优于其他处理;强筋小麦品种的籽粒蛋白质含量和蛋白质产量均高于弱筋小麦品种,且具有极显著差异（P<0.01)。本试验中强筋小麦品种中麦5051在氮肥追施处理中可以兼顾籽粒产量、蛋白质含量和蛋白质产量。  相似文献   

河套地区种植方式与密度对'张杂谷19号'产量的影响     

冯小磊  史高雷  张晓磊  赵治海  王晓明 《农学学报》2020,10(5):26-30

为明确河套地区不同栽培模式对'张杂谷19号'产量的影响,以新抗旱谷子杂交种'张杂谷19号'为试验材料,研究3种种植方式（干旱无膜、干旱覆膜及灌溉无膜）和5种密度（4.5万、9万、13.5万、22.5万、45万株/hm²）对'张杂谷19号'稳产和丰产性的影响。结果表明,正常灌溉条件下,'张杂谷9号'的产量随着种植密度的增加而增加。当密度为45万株/hm²时产量最高,达到8724.36 kg/hm²。而干旱条件下,适宜种植密度可以同样获得较高产量,与正常灌溉条件下最高产量差异不显著。当种植密度为9万~ 45万株/hm²时,产量普遍提高到7700 kg/hm²以上,最高可达8654.33 kg/hm²。河套地区'张杂谷19号'播前灌溉1次足水、地膜覆盖及种植密度9万~45万株/hm²,可以实现水分高效利用和产量达到较高水平。  相似文献