干旱区生态环境知识资源中心(Arid): SEGMENTATION OF 3D POINT CLOUDS DATA TO ANALYZE ENVIRONMENTAL ADAPTATIONS IN SORGHUM

Arid

	SEGMENTATION OF 3D POINT CLOUDS DATA TO ANALYZE ENVIRONMENTAL ADAPTATIONS IN SORGHUM
	Kartal, Serkan; Masner, Jan; Simek, Pavel; Stoces, Michal; Novak, Vojtech; Kholova, Jana; Choudhary, Sunita
通讯作者	Kartal, S (corresponding author), CULS Prague, Fac Econ & Management, Dept Informat Technol, Prague, Czech Republic.
会议名称	29th Annual International Scientific Conference on Agrarian Perspectives XXIX - Trends and Challenges of Agrarian Sector
会议日期	SEP 16-17, 2020
会议地点	Prague, CZECH REPUBLIC
英文摘要	Annotation: Climate change and varied precipitation patterns are threatening the sustainability of food production in India. Our challenge is to develop novel technologies that allow crop production to be observed or analyzed in the face of declining water availability. International Crops Research Institute for the Semi-Arid Tropics ( ICRISAT) is one of the leading institutes that pave the way for further progress in this area by using up-to-date technologies. The imaging platform they use produces the opportunity for analyzing critical features for drought adaptation and harnesses crop genetics for the breeding of improved varieties. This study introduces the software tool which facilitates the analysis of the 3D point clouds data collected by the ICRISAT. Thanks to the software tool developed, the 3D crop data segments from the tray, soil and the noise data. When the outputs are examined in detail, it is clearly seen that the separation process has been carried out successfully. Thus, the first step to produce more consistent data analysis results by using state of art machine learning algorithms has been fulfilled.
英文关键词	Sustainability drought data segmentation data analysis
来源出版物	AGRARIAN PERSPECTIVES XXIX: TRENDS AND CHALLENGES OF AGRARIAN SECTOR
ISSN	1213-7960
EISSN	2464-4781
出版年	2020
页码	151-158
ISBN	978-80-213-3041-2
出版者	CZECH UNIVERSITY LIFE SCIENCES PRAGUE
类型	Proceedings Paper
语种	英语
收录类别	CPCI-S ; CPCI-SSH
WOS记录号	WOS:000651198600018
WOS关键词	STRESS TOLERANCE ; WATER-DEFICIT ; TRAITS
WOS类目	Agricultural Economics & Policy ; Economics ; Geography
WOS研究方向	Agriculture ; Business & Economics ; Geography
资源类型	会议论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/365566
作者单位	[Kartal, Serkan; Masner, Jan; Simek, Pavel; Stoces, Michal; Novak, Vojtech] CULS Prague, Fac Econ & Management, Dept Informat Technol, Prague, Czech Republic; [Kholova, Jana; Choudhary, Sunita] Int Crops Res Inst Semi Arid Trop, Hyderabad 5023204, Telangana, India
推荐引用方式 GB/T 7714	Kartal, Serkan,Masner, Jan,Simek, Pavel,et al. SEGMENTATION OF 3D POINT CLOUDS DATA TO ANALYZE ENVIRONMENTAL ADAPTATIONS IN SORGHUM[C]:CZECH UNIVERSITY LIFE SCIENCES PRAGUE,2020:151-158.