In the technique of video multi-target tracking,the common particle filter can not deal well with uncertain relations among multiple targets.To solve this problem,many researchers use data association method to reduce...In the technique of video multi-target tracking,the common particle filter can not deal well with uncertain relations among multiple targets.To solve this problem,many researchers use data association method to reduce the multi-target uncertainty.However,the traditional data association method is difficult to track accurately when the target is occluded.To remove the occlusion in the video,combined with the theory of data association,this paper adopts the probabilistic graphical model for multi-target modeling and analysis of the targets relationship in the particle filter framework.Ex-perimental results show that the proposed algorithm can solve the occlusion problem better compared with the traditional algorithm.展开更多
Large-scale water pumping has caused significant decline in groundwater level in the Upper Arkansas corridor region, which in turn has triggered a chain of hydrological and ecological impacts. A newly developed concep...Large-scale water pumping has caused significant decline in groundwater level in the Upper Arkansas corridor region, which in turn has triggered a chain of hydrological and ecological impacts. A newly developed conceptualization groundwater data model was used to organize various datasets on the Upper Arkansas corridor groundwater system and to develop a MODFLOW model to simulate groundwater flow in the region from 1959 to 2005. The simulation results have shown a sig- nificant decline in groundwater level and the conversion of Arkansas River from a gaining river to a losing river in the western two-thirds of the study area. Correlation analysis between percentage of salt cedar and the hydrogeological conditions indicates that these hydrogeological changes at least partially account for invasion of salt cedar that is more drought tolerant. The analysis also illustrates the com- plexity of the interaction mechanisms between hydrological conditions and salt cedar distribution, and suggests the need for better data on salt cedar distribution with higher spatial resolution and across larger hydrological gradients.展开更多
蛋白质是一种具有空间结构的物质。蛋白质结构预测的主要目标是从已有的大规模的蛋白质数据集中提取有效的信息,从而预测自然界中蛋白质的结构。目前蛋白质结构预测实验存在的一个问题是,缺少能够进一步反映出蛋白质空间结构特征的数据...蛋白质是一种具有空间结构的物质。蛋白质结构预测的主要目标是从已有的大规模的蛋白质数据集中提取有效的信息,从而预测自然界中蛋白质的结构。目前蛋白质结构预测实验存在的一个问题是,缺少能够进一步反映出蛋白质空间结构特征的数据集。当前主流的PDB蛋白质数据集虽然是经过实验测得,但没有利用到蛋白质的空间特征,而且存在掺杂核酸数据和部分数据不完整的问题。针对以上问题,从蛋白质的空间结构角度来研究蛋白质的预测。在原始PDB数据集的基础上,提出了河海图结构蛋白质数据集(Hohai Graphic Protein Data Bank,HohaiGPDB)。该数据集以图结构为基础,表达出了蛋白质的空间结构特征。基于传统Transformer网络模型对新的数据集进行了相关的蛋白质结构预测实验,在HohaiGPDB数据集上的预测准确率可以达到59.38%,证明了HohaiGPDB数据集的研究价值。HohaiGPDB数据集可以作为蛋白质相关研究的通用数据集。展开更多
在水利水电工程领域,应用信息技术较普及的是计算机辅助设计技术,然而这些研究和应用仅仅表现的是图形本身的几何属性,并没有将一些关键的物理属性、拓扑等信息融入到图形之中,忽略了图形和信息的融合。本文基于BIM理论,提出水利水电工...在水利水电工程领域,应用信息技术较普及的是计算机辅助设计技术,然而这些研究和应用仅仅表现的是图形本身的几何属性,并没有将一些关键的物理属性、拓扑等信息融入到图形之中,忽略了图形和信息的融合。本文基于BIM理论,提出水利水电工程的图形信息模型(HPIM,Hydropwer Project Information Modeling)的总体框架,通过CAD中的三维几何造型引擎(ACIS)和拓扑运算用基本图元构造出工程几何形态,并将图形运算与图元扩展数据贮存相结合,实现图形与信息的融合。构造出的图形信息模型为水利水电工程不同阶段的应用提供简洁的共享的方法。展开更多
基金Supported by the National High Technology Research and Development Program of China (No. 2007AA11Z227)the Natural Science Foundation of Jiangsu Province of China(No. BK2009352)the Fundamental Research Funds for the Central Universities of China (No. 2010B16414)
文摘In the technique of video multi-target tracking,the common particle filter can not deal well with uncertain relations among multiple targets.To solve this problem,many researchers use data association method to reduce the multi-target uncertainty.However,the traditional data association method is difficult to track accurately when the target is occluded.To remove the occlusion in the video,combined with the theory of data association,this paper adopts the probabilistic graphical model for multi-target modeling and analysis of the targets relationship in the particle filter framework.Ex-perimental results show that the proposed algorithm can solve the occlusion problem better compared with the traditional algorithm.
基金supported by the Provost Office’s Targeted Excellence Program at Kansas State University,the U.S. National Science Foundation (No. EPS0553722)the United States Department of Agriculture/Agricultural Research Service (Co-operative Agreement 58-6209-3-018)
文摘Large-scale water pumping has caused significant decline in groundwater level in the Upper Arkansas corridor region, which in turn has triggered a chain of hydrological and ecological impacts. A newly developed conceptualization groundwater data model was used to organize various datasets on the Upper Arkansas corridor groundwater system and to develop a MODFLOW model to simulate groundwater flow in the region from 1959 to 2005. The simulation results have shown a sig- nificant decline in groundwater level and the conversion of Arkansas River from a gaining river to a losing river in the western two-thirds of the study area. Correlation analysis between percentage of salt cedar and the hydrogeological conditions indicates that these hydrogeological changes at least partially account for invasion of salt cedar that is more drought tolerant. The analysis also illustrates the com- plexity of the interaction mechanisms between hydrological conditions and salt cedar distribution, and suggests the need for better data on salt cedar distribution with higher spatial resolution and across larger hydrological gradients.
文摘蛋白质是一种具有空间结构的物质。蛋白质结构预测的主要目标是从已有的大规模的蛋白质数据集中提取有效的信息,从而预测自然界中蛋白质的结构。目前蛋白质结构预测实验存在的一个问题是,缺少能够进一步反映出蛋白质空间结构特征的数据集。当前主流的PDB蛋白质数据集虽然是经过实验测得,但没有利用到蛋白质的空间特征,而且存在掺杂核酸数据和部分数据不完整的问题。针对以上问题,从蛋白质的空间结构角度来研究蛋白质的预测。在原始PDB数据集的基础上,提出了河海图结构蛋白质数据集(Hohai Graphic Protein Data Bank,HohaiGPDB)。该数据集以图结构为基础,表达出了蛋白质的空间结构特征。基于传统Transformer网络模型对新的数据集进行了相关的蛋白质结构预测实验,在HohaiGPDB数据集上的预测准确率可以达到59.38%,证明了HohaiGPDB数据集的研究价值。HohaiGPDB数据集可以作为蛋白质相关研究的通用数据集。
文摘在水利水电工程领域,应用信息技术较普及的是计算机辅助设计技术,然而这些研究和应用仅仅表现的是图形本身的几何属性,并没有将一些关键的物理属性、拓扑等信息融入到图形之中,忽略了图形和信息的融合。本文基于BIM理论,提出水利水电工程的图形信息模型(HPIM,Hydropwer Project Information Modeling)的总体框架,通过CAD中的三维几何造型引擎(ACIS)和拓扑运算用基本图元构造出工程几何形态,并将图形运算与图元扩展数据贮存相结合,实现图形与信息的融合。构造出的图形信息模型为水利水电工程不同阶段的应用提供简洁的共享的方法。
