A key step of constructing active appearance model is requiring a set of appropriate training shapes with well-defined correspondences.In this paper,we introduce a novel point correspondence method(FB-CPD),which can i...A key step of constructing active appearance model is requiring a set of appropriate training shapes with well-defined correspondences.In this paper,we introduce a novel point correspondence method(FB-CPD),which can improve the accuracy of coherent point drift(CPD) by using the information of image feature.The objective function of the proposed method is defined by both of geometric spatial information and image feature information,and the origin Gaussian mixture model in CPD is modified according to the image feature of points.FB-CPD is tested on the 3D prostate and liver point sets through the simulation experiments.The registration error can be reduced efficiently by FB-CPD.Moreover,the active appearance model constructed by FB-CPD can obtain fine segmentation in 3D CT prostate image.Compared with the original CPD,the overlap ratio of voxels was improved from 88.7% to 90.2% by FB-CPD.展开更多
The confinements of water can be divided into two main categories,namely,the confinements on surface or interface and the confinements in bulk water.By adding ions or applying electric field,the intensity and distribu...The confinements of water can be divided into two main categories,namely,the confinements on surface or interface and the confinements in bulk water.By adding ions or applying electric field,the intensity and distribution of the hydrogen bonds can be greatly affected.These are collectively known as confinement on water surface or interface,which has potential applications in life science and industries involving evaporation control.Confined bulk water could be found everywhere in nature,such as in granular and porous materials,macromolecules and gels,etc.The investigation of the physical properties and the transports of the confined bulk water will contribute to understanding certain types of life activities such as the water transport in plant and in new application of extracting the shale oil and water.展开更多
基金National Basic Research Program of China(973 Program)grant number:2010CB732505+1 种基金National Natural Science Foundation of Chinagrant number:30900380
文摘A key step of constructing active appearance model is requiring a set of appropriate training shapes with well-defined correspondences.In this paper,we introduce a novel point correspondence method(FB-CPD),which can improve the accuracy of coherent point drift(CPD) by using the information of image feature.The objective function of the proposed method is defined by both of geometric spatial information and image feature information,and the origin Gaussian mixture model in CPD is modified according to the image feature of points.FB-CPD is tested on the 3D prostate and liver point sets through the simulation experiments.The registration error can be reduced efficiently by FB-CPD.Moreover,the active appearance model constructed by FB-CPD can obtain fine segmentation in 3D CT prostate image.Compared with the original CPD,the overlap ratio of voxels was improved from 88.7% to 90.2% by FB-CPD.
基金supported by the National Natural Science Foundation of China(Grant No.11290165)
文摘The confinements of water can be divided into two main categories,namely,the confinements on surface or interface and the confinements in bulk water.By adding ions or applying electric field,the intensity and distribution of the hydrogen bonds can be greatly affected.These are collectively known as confinement on water surface or interface,which has potential applications in life science and industries involving evaporation control.Confined bulk water could be found everywhere in nature,such as in granular and porous materials,macromolecules and gels,etc.The investigation of the physical properties and the transports of the confined bulk water will contribute to understanding certain types of life activities such as the water transport in plant and in new application of extracting the shale oil and water.
