def build(cls,
dim,
nb_pts,
sigma,
gd=None,
tan=None,
cotan=None,
label=None):
return cls(Landmarks(dim, nb_pts, gd=gd, tan=tan, cotan=cotan), sigma,
label)
def __init__(self, aabb, resolution, label=None):
self.__aabb = aabb
self.__resolution = resolution
grid = generate_mesh_grid(aabb, resolution)
points_grid = grid2vec(grid)
manifold = Landmarks(aabb.dim, points_grid.shape[0], gd=points_grid)
super().__init__(manifold, label)
def build(cls,
dim,
nb_pts,
sigma,
descstr,
f_support,
f_vectors,
coeff=1.,
gd=None,
tan=None,
cotan=None,
label=None):
return cls(Landmarks(dim, nb_pts, gd=gd, tan=tan, cotan=cotan), sigma,
descstr, f_support, f_vectors, coeff, label)
def build(cls, A, coeff=1., gd=None, tan=None, cotan=None, label=None):
return cls(Landmarks(A.shape[0], 1, gd=gd, tan=tan, cotan=cotan), A,
coeff, label)
def __init__(self, points, label=None):
super().__init__()
self.__silent_module = SilentBase(Landmarks(points.shape[1], points.shape[0], gd=points), label=label)