pub struct VariationalRefinement { /* private fields */ }
Expand description

Variational optical flow refinement

This class implements variational refinement of the input flow field, i.e. it uses input flow to initialize the minimization of the following functional: inline formula, where inline formula are color constancy, gradient constancy and smoothness terms respectively. inline formula is a robust penalizer to limit the influence of outliers. A complete formulation and a description of the minimization procedure can be found in Brox2004

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impl VariationalRefinement

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pub fn create() -> Result<Ptr<VariationalRefinement>>

Creates an instance of VariationalRefinement

Trait Implementations§

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impl AlgorithmTrait for VariationalRefinement

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fn as_raw_mut_Algorithm(&mut self) -> *mut c_void

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fn clear(&mut self) -> Result<()>

Clears the algorithm state
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fn read(&mut self, fn_: &FileNode) -> Result<()>

Reads algorithm parameters from a file storage
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impl AlgorithmTraitConst for VariationalRefinement

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fn as_raw_Algorithm(&self) -> *const c_void

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fn write(&self, fs: &mut FileStorage) -> Result<()>

Stores algorithm parameters in a file storage
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fn write_1(&self, fs: &mut FileStorage, name: &str) -> Result<()>

Stores algorithm parameters in a file storage Read more
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fn write_with_name(&self, fs: &Ptr<FileStorage>, name: &str) -> Result<()>

@deprecated Read more
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fn empty(&self) -> Result<bool>

Returns true if the Algorithm is empty (e.g. in the very beginning or after unsuccessful read
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fn save(&self, filename: &str) -> Result<()>

Saves the algorithm to a file. In order to make this method work, the derived class must implement Algorithm::write(FileStorage& fs).
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fn get_default_name(&self) -> Result<String>

Returns the algorithm string identifier. This string is used as top level xml/yml node tag when the object is saved to a file or string.
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impl Boxed for VariationalRefinement

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unsafe fn from_raw(ptr: *mut c_void) -> Self

Wrap the specified raw pointer Read more
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fn into_raw(self) -> *mut c_void

Return an the underlying raw pointer while consuming this wrapper. Read more
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fn as_raw(&self) -> *const c_void

Return the underlying raw pointer. Read more
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fn as_raw_mut(&mut self) -> *mut c_void

Return the underlying mutable raw pointer Read more
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impl DenseOpticalFlowTrait for VariationalRefinement

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fn as_raw_mut_DenseOpticalFlow(&mut self) -> *mut c_void

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fn calc( &mut self, i0: &impl ToInputArray, i1: &impl ToInputArray, flow: &mut impl ToInputOutputArray ) -> Result<()>

Calculates an optical flow. Read more
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fn collect_garbage(&mut self) -> Result<()>

Releases all inner buffers.
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impl DenseOpticalFlowTraitConst for VariationalRefinement

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impl Drop for VariationalRefinement

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fn drop(&mut self)

Executes the destructor for this type. Read more
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impl From<VariationalRefinement> for Algorithm

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fn from(s: VariationalRefinement) -> Self

Converts to this type from the input type.
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impl VariationalRefinementTrait for VariationalRefinement

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fn as_raw_mut_VariationalRefinement(&mut self) -> *mut c_void

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fn calc_uv( &mut self, i0: &impl ToInputArray, i1: &impl ToInputArray, flow_u: &mut impl ToInputOutputArray, flow_v: &mut impl ToInputOutputArray ) -> Result<()>

[calc] function overload to handle separate horizontal (u) and vertical (v) flow components (to avoid extra splits/merges)
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fn set_fixed_point_iterations(&mut self, val: i32) -> Result<()>

Number of outer (fixed-point) iterations in the minimization procedure. Read more
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fn set_sor_iterations(&mut self, val: i32) -> Result<()>

Number of inner successive over-relaxation (SOR) iterations in the minimization procedure to solve the respective linear system. Read more
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fn set_omega(&mut self, val: f32) -> Result<()>

Relaxation factor in SOR Read more
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fn set_alpha(&mut self, val: f32) -> Result<()>

Weight of the smoothness term Read more
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fn set_delta(&mut self, val: f32) -> Result<()>

Weight of the color constancy term Read more
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fn set_gamma(&mut self, val: f32) -> Result<()>

Weight of the gradient constancy term Read more
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impl VariationalRefinementTraitConst for VariationalRefinement

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fn as_raw_VariationalRefinement(&self) -> *const c_void

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fn get_fixed_point_iterations(&self) -> Result<i32>

Number of outer (fixed-point) iterations in the minimization procedure. Read more
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fn get_sor_iterations(&self) -> Result<i32>

Number of inner successive over-relaxation (SOR) iterations in the minimization procedure to solve the respective linear system. Read more
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fn get_omega(&self) -> Result<f32>

Relaxation factor in SOR Read more
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fn get_alpha(&self) -> Result<f32>

Weight of the smoothness term Read more
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fn get_delta(&self) -> Result<f32>

Weight of the color constancy term Read more
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fn get_gamma(&self) -> Result<f32>

Weight of the gradient constancy term Read more
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impl Send for VariationalRefinement

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for Twhere T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for Twhere T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for Twhere T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for Twhere U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T, U> TryFrom<U> for Twhere U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.