Active Shape Model Fitting
Extended Fitting Methods of Active Shape Model for the Location of Facial Feature Points
... dis X i j − pos i j is the Euclidean Distance between X i j ( , ) and pos i j ( , ) , time i is the computation time for the fitting of the ith face. At first, we compare the first method with the standard ASM. ...
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Active Shape Model with Applications in Facial Landmark Localization
... good fitting solution based on that. On the contrary, the entire shape will be re-scaled by the little influencing ...global shape will be ...
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Adaptive and Constrained Algorithms for Inverse Compositional Active Appearance Model Fitting
... mean shape from the ground-truth position by [−20, −10, 0, 10, 20] pixels in the x−direction and simi- larly in the y−direction (25 displacements for each of the 166 images, totaling 25 × 166 = 4150 runs for each ...
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Development of an Active Shape Model Using the Discrete Cosine Transform
... the fitting accuracy, since the reduced set of the DCT coefficients is chosen in such a way that they contain most of the pertinent information about the 8 x 8 ...
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Active shape model unleashed with multi scale local appearance
... the Active Shape Model (ASM) with several ...mal shape with minimum energy considering both the shape prior and the salience of local features, based on statisti- cal theory: a compact ...
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Mobile Palmprint Segmentation Based on Improved Active Shape Model
... Traditional active shape model (ASM) combines gray information and shape information, but its performance is not good in complex ...the shape of palm. Then the shape model ...
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Active Shape Model Based Pose Estimation Using Hausdorff Matching
... of shape model- based techniques for extracting silhouettes have been proposed ...used active shape model (ASM-based approach to extract the silhouette of the human ...After ...
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A unified framework for compositional fitting of active appearance models
... of shape and appearance statistics between the images of the AFW dataset and the ones of the training sets of the LFPW and Helen datasets where the AAM model was trained ...
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Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images
... for fitting AAMs through non-linear least-squares (Matthews and Baker ...AAM fitting is for- mulated as a Lucas–Kanade (LK) problem (Lucas et ...AAM fitting are ...decouples shape from ...
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Fast and exact bi-directional fitting of active appearance models
... AAM fitting which was coined project-out in- verse compositional algorithm ...decouples shape from appearance by pro- jecting out appearance variations and (b) applies the so-called inverse composition by ...
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Fast and exact Newton and bidirectional fitting of Active Appearance Models
... of shape and appearance widely used and studied in the field of Computer Vision, especially for facial land- mark ...linear model of both shape and appearance is built in a strongly supervised way ...
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Fast algorithms for fitting active appearance models to unconstrained images
... both fitting accuracy and speed of ...similar fitting performance to that of aFast- SIC-SIFT (especially for GN-DPMs), it also requires more ...the shape parameters which on an average laptop takes ...
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Fast and exact bi directional fitting of active appearance models
... AAM fitting which was coined project-out in- verse compositional algorithm ...decouples shape from appearance by pro- jecting out appearance variations and (b) applies the so-called inverse composition by ...
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Active Shape Completion Using Tactile Glances
... 4.1 Dataset The algorithm was tested on a total of 126 models from the YCB [ 37 ] and Grasp Database [ 38 ] mesh model datasets. These 126 models were obtained by placing 63 different objects in varying number of ...
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Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation
... for shape detection and image ...prior shape probability, the coupling distribution, and the image likelihood ...prior shape probability function is defined on the subspace of Legendre moments and is ...
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Real-time 3D morphable shape model fitting to monocular in-the-wild videos.
... 3DMM fitting is Thies et ...face model fitting, which minimises the RGB image error over the face pixels — essentially performing the traditional 3DMM fitting, which normally takes in the ...
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Medical Image Segmentation using an Extended Active Shape Model
... popular Active shape model is ...A shape model is built and used to search for an object of interest in a new image as in the original ...
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The Probabilistic Active Shape Model: From Model Construction to Flexible Medical Image Segmentation
... and shape parameter estimation in order to improve the ...mean shape, and later using the SSM instance computed in the previous ...the shape space into two classes: Allowed shapes and disallowed ...
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Virtual Fitting by Single-shot Body Shape Estimation
... to model clothes because 2D images obtain better quality than 3D computer graphics (CG) in a real-time ...body shape, even though the users adopt the same ...body shape and appearance of clothes for ...
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Efficient Second-Order Shape-Constrained Function Fitting
... We note that for the specific case of unweighted convex function fitting, there is a simpler linear-time greedy algorithm; we give more details on that in Appendix A. This algorithm was the initial motivation for ...
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