[−][src]Struct opencv::xfeatures2d::SIFT
Class for extracting keypoints and computing descriptors using the Scale Invariant Feature Transform (SIFT) algorithm by D. Lowe Lowe04 .
Methods
impl SIFT
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pub fn as_raw_SIFT(&self) -> *mut c_void
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pub unsafe fn from_raw_ptr(ptr: *mut c_void) -> Self
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impl SIFT
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pub fn create(
nfeatures: i32,
n_octave_layers: i32,
contrast_threshold: f64,
edge_threshold: f64,
sigma: f64
) -> Result<PtrOfSIFT>
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nfeatures: i32,
n_octave_layers: i32,
contrast_threshold: f64,
edge_threshold: f64,
sigma: f64
) -> Result<PtrOfSIFT>
Parameters
-
nfeatures: The number of best features to retain. The features are ranked by their scores (measured in SIFT algorithm as the local contrast)
-
nOctaveLayers: The number of layers in each octave. 3 is the value used in D. Lowe paper. The number of octaves is computed automatically from the image resolution.
-
contrastThreshold: The contrast threshold used to filter out weak features in semi-uniform (low-contrast) regions. The larger the threshold, the less features are produced by the detector.
-
edgeThreshold: The threshold used to filter out edge-like features. Note that the its meaning is different from the contrastThreshold, i.e. the larger the edgeThreshold, the less features are filtered out (more features are retained).
-
sigma: The sigma of the Gaussian applied to the input image at the octave #0. If your image is captured with a weak camera with soft lenses, you might want to reduce the number.
C++ default parameters
- nfeatures: 0
- n_octave_layers: 3
- contrast_threshold: 0.04
- edge_threshold: 10
- sigma: 1.6
Trait Implementations
impl AlgorithmTrait for SIFT
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fn as_raw_Algorithm(&self) -> *mut c_void
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fn clear(&mut self) -> Result<()>
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fn write(&self, fs: &mut FileStorage) -> Result<()>
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fn write_1(&self, fs: &PtrOfFileStorage, name: &str) -> Result<()>
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fn read(&mut self, _fn: &FileNode) -> Result<()>
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fn empty(&self) -> Result<bool>
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fn save(&self, filename: &str) -> Result<()>
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fn get_default_name(&self) -> Result<String>
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impl Send for SIFT
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impl Drop for SIFT
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Auto Trait Implementations
Blanket Implementations
impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> From<T> for T
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,
type Error = <U as TryFrom<T>>::Error
The type returned in the event of a conversion error.
fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>
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impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
fn borrow_mut(&mut self) -> &mut T
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impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,