文件名称:shapeconvex
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matlab程序。利用二维图像生成3d形状,有原始代码,有测试数据。(We investigate the problem of estimating the 3D shape of an object, given a set of 2D landmarks in a single image.To alleviate the reconstruction ambiguity, a widely-used approach is to confine the unknown 3D shape within a shape space built upon existing shapes. While this approach has proven to be successful in various applications, a challenging issue remains, i.e., the joint estimation of shape parameters and camera-pose parameters requires to solve a nonconvex
optimization problem. The existing methods often adopt an alternating minimization scheme to locally update the parameters, and consequently the solution is sensitive
to initialization. In this paper, we propose a convex formulation to address this problem and develop an efficient algorithm to solve the proposed convex program. We demonstrate the exact recovery property of the proposed method, its merits compared to alternative methods, and the applicability in human pose and car shape estimation.)
optimization problem. The existing methods often adopt an alternating minimization scheme to locally update the parameters, and consequently the solution is sensitive
to initialization. In this paper, we propose a convex formulation to address this problem and develop an efficient algorithm to solve the proposed convex program. We demonstrate the exact recovery property of the proposed method, its merits compared to alternative methods, and the applicability in human pose and car shape estimation.)
相关搜索: 2维图像生成3维形状
(系统自动生成,下载前可以参看下载内容)
下载文件列表
文件名 | 大小 | 更新时间 |
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release | 0 | 2017-01-13 |
release\data | 0 | 2015-09-17 |
release\data\car | 0 | 2015-09-17 |
release\data\car\cadmodels.mat | 82991 | 2015-05-22 |
release\data\car\example1.mat | 903524 | 2015-05-22 |
release\data\car\example2.mat | 984944 | 2015-05-22 |
release\data\car\example3.mat | 1045630 | 2015-05-22 |
release\data\car\example4.mat | 986901 | 2015-05-23 |
release\data\car\example5.mat | 1277609 | 2015-05-27 |
release\data\car\example6.mat | 931584 | 2015-05-27 |
release\data\car\example7.mat | 1013072 | 2015-05-27 |
release\data\car\example8.mat | 661182 | 2015-05-27 |
release\data\car\example9.mat | 1150780 | 2015-05-27 |
release\data\human | 0 | 2017-01-13 |
release\data\human\cmu | 0 | 2017-01-13 |
release\data\human\cmu\basketball.mat | 177111 | 2017-01-12 |
release\data\human\cmu\box.mat | 183703 | 2017-01-12 |
release\data\human\cmu\climb.mat | 182059 | 2017-01-12 |
release\data\human\cmu\dance.mat | 179697 | 2017-01-12 |
release\data\human\cmu\jump.mat | 179272 | 2017-01-12 |
release\data\human\cmu\run.mat | 171896 | 2017-01-12 |
release\data\human\cmu\ShapeDict8Motions.mat | 45488 | 2016-03-29 |
release\data\human\cmu\sit.mat | 183664 | 2017-01-12 |
release\data\human\cmu\walk.mat | 172936 | 2017-01-12 |
release\data\human\example1.mat | 400353 | 2014-09-18 |
release\data\human\example2.mat | 2455528 | 2014-09-18 |
release\data\human\example3.mat | 229561 | 2014-09-18 |
release\data\human\messi1.mat | 608673 | 2015-05-27 |
release\data\human\messi2.mat | 535690 | 2015-05-23 |
release\data\human\messi3.mat | 660031 | 2015-05-27 |
release\data\human\messi4.mat | 600732 | 2015-05-27 |
release\data\human\messi5.mat | 547760 | 2015-05-27 |
release\data\human\messi6.mat | 274609 | 2015-05-27 |
release\data\human\shapeDict.mat | 45404 | 2015-10-09 |
release\data\human\shape_train.mat | 534182 | 2015-09-23 |
release\data\human\skel.mat | 490 | 2015-10-09 |
release\demo_car.m | 1359 | 2016-05-28 |
release\demo_DL_human.m | 244 | 2016-03-30 |
release\demo_human.m | 642 | 2016-05-28 |
release\eval_cmu.m | 1662 | 2017-01-13 |
release\manopt | 0 | 2016-05-28 |
release\manopt\checkinstall | 0 | 2016-05-28 |
release\manopt\checkinstall\basicexample.m | 1286 | 2016-05-28 |
release\manopt\CLA.txt | 2938 | 2016-05-28 |
release\manopt\COPYING.txt | 35821 | 2016-05-28 |
release\manopt\CREDITS.txt | 441 | 2016-05-28 |
release\manopt\examples | 0 | 2016-05-28 |
release\manopt\examples\dominant_invariant_subspace.m | 3957 | 2016-05-28 |
release\manopt\examples\generalized_procrustes.m | 6690 | 2016-05-28 |
release\manopt\examples\maxcut.m | 12014 | 2016-05-28 |
release\manopt\examples\maxcut_octave.m | 10493 | 2016-05-28 |
release\manopt\examples\packing_on_the_sphere.m | 8454 | 2016-05-28 |
release\manopt\examples\positive_definite_karcher_mean.m | 3848 | 2016-05-28 |
release\manopt\examples\sparse_pca.m | 6547 | 2016-05-28 |
release\manopt\examples\truncated_svd.m | 6905 | 2016-05-28 |
release\manopt\importmanopt.m | 606 | 2016-05-28 |
release\manopt\LICENSE.txt | 1655 | 2016-05-28 |
release\manopt\manopt | 0 | 2016-05-28 |
release\manopt\manopt\manifolds | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\complexcircle | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\complexcircle\complexcirclefactory.m | 3467 | 2016-05-28 |
release\manopt\manopt\manifolds\euclidean | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\euclidean\euclideanfactory.m | 2026 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankembeddedfactory.m | 6073 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankfactory_2factors.m | 5813 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankfactory_2factors_preconditioned.m | 5832 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankfactory_2factors_subspace_projection.m | 6255 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankfactory_3factors.m | 6035 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankfactory_3factors_preconditioned.m | 11730 | 2016-05-28 |
release\manopt\manopt\manifolds\fixedrank\fixedrankMNquotientfactory.m | 4472 | 2016-05-28 |
release\manopt\manopt\manifolds\grassmann | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\grassmann\grassmannfactory.m | 7449 | 2016-05-28 |
release\manopt\manopt\manifolds\oblique | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\oblique\obliquefactory.m | 6609 | 2016-05-28 |
release\manopt\manopt\manifolds\rotations | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\rotations\randrot.m | 1486 | 2016-05-28 |
release\manopt\manopt\manifolds\rotations\randskew.m | 1276 | 2016-05-28 |
release\manopt\manopt\manifolds\rotations\rotationsfactory.m | 4857 | 2016-05-28 |
release\manopt\manopt\manifolds\sphere | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\sphere\spherecomplexfactory.m | 3285 | 2016-05-28 |
release\manopt\manopt\manifolds\sphere\spherefactory.m | 3443 | 2016-05-28 |
release\manopt\manopt\manifolds\stiefel | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\stiefel\stiefelfactory.m | 4559 | 2016-05-28 |
release\manopt\manopt\manifolds\symfixedrank | 0 | 2016-05-28 |
release\manopt\manopt\manifolds\symfixedrank\elliptopefactory.m | 6514 | 2016-05-28 |
release\manopt\manopt\manifolds\symfixedrank\spectrahedronfactory.m | 3945 | 2016-05-28 |
release\manopt\manopt\manifolds\symfixedrank\symfixedrankYYfactory.m | 3042 | 2016-05-28 |
release\manopt\manopt\manifolds\symfixedrank\sympositivedefinitefactory.m | 4465 | 2016-05-28 |
release\manopt\manopt\privatetools | 0 | 2016-05-28 |
release\manopt\manopt\privatetools\applyStatsfun.m | 1142 | 2016-05-28 |
release\manopt\manopt\privatetools\canGetCost.m | 573 | 2016-05-28 |
release\manopt\manopt\privatetools\canGetDirectionalDerivative.m | 606 | 2016-05-28 |
release\manopt\manopt\privatetools\canGetEuclideanGradient.m | 539 | 2016-05-28 |
release\manopt\manopt\privatetools\canGetGradient.m | 634 | 2016-05-28 |
release\manopt\manopt\privatetools\canGetHessian.m | 629 | 2016-05-28 |
release\manopt\manopt\privatetools\canGetPrecon.m | 768 | 2016-05-28 |
release\manopt\manopt\privatetools\getApproxHessian.m | 1878 | 2016-05-28 |
release\manopt\manopt\privatetools\getCost.m | 2617 | 2016-05-28 |
release\manopt\manopt\privatetools\getCostGrad.m | 1796 | 2016-05-28 |