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A Contour Extraction Method using Active Contour Model on Ultrasonic Images
2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007At excision operations of a breast tumor, a navigation to display three-dimensional models during the operations is demanded to grasp a position and a size of the tumor, and to decide an area of the excision. Speckle noises which are characteristic of an ultrasonic image are caused by interference of sound waves.
Masakuni, Oshiro, Toshihiro, Nishimura
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Improvement of contour extraction precision of active contour model with structuring elements
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012To achieve enhanced image recognition, it is necessary to accurately extract the contour of the recognition target from the input image in a preprocessing step. Contour extraction methods based on the active contour model(Snakes) require the operator to specify the parameter values that best catch the shape of the target.
Satoshi Urata, Hiroshi Yasukawa
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Nonlocal active contour model for texture segmentation
Multimedia Tools and Applications, 2016Texture segmentation is a very important subject in the fields of computer vision. In order to segment the textures, active contour model based on nonlocal means method and tikhonov regularization is proposed. In detail, a new nonlocal tikhonov regularization smoothness term is added. The nonlocal operator is based on the image slice similarity.
Jingge Lu +2 more
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Dike detection using active contour model
IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477), 2004A dike detection method based on active contour model is introduced in this paper for our flood management project. Experimental result on DEM (Digital Elevation Model) of Jingjiang River of China shows that a continuous and closed dike description could be gotten by this method.
Gang Wu 0017 +3 more
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Facial boundary detection with an active contour model
Pattern Recognition Letters, 2007This paper presents an active contour model for extracting accurate facial regions in complex environments. In the model, a contour is represented by a zero level set of level function @f, and evolved via level set partial differential equations. Then, unlike general active contours, skin-color information that is represented by 2D-Gaussian model is ...
Jae Sik Chang, Eun Yi Kim, Hang Joon Kim
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Clustering-based control of active contour model
Object recognition supported by user interaction for service robots, 2003To extract object regions from images, the methods using region-based active contour model (ACM) have been proposed. By controlling ACM with the statistical characteristics of the image properties, these methods effect robust region extraction. However the existing methods require redundant processing and cannot adapt to complex scene images.
Toru Abe, Yuki Matsuzawa
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Active contour model for extracting human faces
Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170), 2002In this paper, we propose a facial contour extraction model. The influence of environmental changes on the model is small, and it is based on an active contour model (ACM). Our method has three characteristics: global shape constraint of axis-symmetry, dual-scale filtering and iterative initialization.
Taro Yokoyama +2 more
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Region-based strategies for active contour models
International Journal of Computer Vision, 1994The variational method has been introduced by Kass et al. (1987) in the field of object contour modeling, as an alternative to the more traditional edge detection-edge thinning-edge sorting sequence. Since the method is based on a pre-processing of the image to yield an edge map, it shares the limitations of the edge detectors it uses.
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Protein Surface Modeling Using Active Contour Model
2008A PDE (partial differential equation) based method, 3D active contour model, is presented to model the surface of protein structure. Instead of generating a single molecular surface, we create a series of surfaces associated with the atomic energy inside the protein, which describe different resolutions of molecular surface.
Junping Xiang, Maolin Hu
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An Improved Active Contour Model With Fuzzy Approach.
1996An active contour model has been widely applied to image segmentation and analysis. A contour model is able to be deformed to fit to an expected object based on an energy minimization. However, the conditions of initialising a contour model and defining internal energy parameters are important factors to the desired deformation.
Vuwong,, Wilson, LS, Hiller, J, Jin, J
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