检索结果-南通市图书馆

Enhanced Mask R-CNN for herd segmentation

International Journal of Agricultural and Biological Engineering 2021年第4期14卷 238-244页

作者： Rotimi-Williams Bello Ahmad Sufril Azlan Mohamed Abdullah Zawawi Talib School of Computer Sciences Universiti Sains Malaysia11800Pulau PinangMalaysia Department of Mathematics/Computer Sciences University of AfricaToru-OruaBayelsa StateNigeria

livestock image segmentation is an important task in the field of vision and image *** utilizing the concentration of forage in the grazing area with shielding the surrounding farm plants and crops is necessary for making effective cattle ranch arrangements,there is a need for a segmentation method that can handle multiple objects ***,the indistinct boundaries and irregular shapes of cattle bodies discourage the application of the existing Mask Region-based Convolutional Neural Network(Mask R-CNN)which was primarily modeled for the segmentation of natural *** address this,an enhanced Mask R-CNN model was proposed for multiple objects instance segmentation to support indistinct boundaries and irregular shapes of cattle bodies for precision livestock *** contributions of this method are in multiple folds:1)optimal filter size smaller than a residual network for extracting smaller and composite features;2)region proposals for utilizing multiscale semantic features;3)Mask R-CNN’s fully connected layer integrated with sub-network for an enhanced *** experiment conducted on pre-processed datasets produced a mean average precision(mAP)of 0.93,which was higher than the results from the existing state-of-the-art models.

关键词： livestock farming image segmentation mask R-CNN herd enhancement

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Natural and cultural resources,qualities of the products and local development in rangeland and grassland areas in France:animal products in the "PDO system"

Natural and cultural resources,qualities of the products and...

引用

ⅩⅪ International Grassland Congress and the Ⅷ International Rangeland Congress

作者： C.Béranger J.Bonnemaire Enesad-Inra BP 87999 F 21079-Dijon cedex

The development of livestock farming in mountain,rangeland or less-favoured grassland areas of France is often related to acknowledged signs of quality,especially "Origin Labelled Products"(OLP) that have proved to be powerful vehicles for the creation of local added value for livestock *** best known of these signs is the Appellation d’Origine Controlee (AOC),a French creation from the early 20 century which was subsequently extended Europe-wide in 1992(EC Regulation

关键词： Protected Designation of Origin(PDO) terroir livestock farming food quality France

来源： cnki会议评论

在线全文

cnki会议

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：