| kornia.feature |
| ============== |
|
|
| .. currentmodule:: kornia.feature |
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|
| Detectors |
| --------- |
|
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| .. autofunction:: gftt_response |
| .. autofunction:: harris_response |
| .. autofunction:: hessian_response |
| .. autofunction:: dog_response |
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| Descriptors |
| ----------- |
|
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| .. autoclass:: SIFTDescriptor |
| .. autoclass:: MKDDescriptor |
| .. autoclass:: HardNet |
| .. autoclass:: HardNet8 |
| .. autoclass:: TFeat |
| .. autoclass:: SOSNet |
| .. autoclass:: LAFDescriptor |
| :members: forward |
|
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| .. autofunction:: get_laf_descriptors |
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| Matching |
| -------- |
|
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| .. autofunction:: match_nn |
| .. autofunction:: match_mnn |
| .. autofunction:: match_snn |
| .. autofunction:: match_smnn |
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| .. autoclass:: DescriptorMatcher |
| :members: forward |
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| .. autoclass:: LocalFeature |
| :members: forward |
|
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| .. autoclass:: SIFTFeature |
| :members: forward |
|
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| .. autoclass:: GFTTAffNetHardNet |
| :members: forward |
|
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| .. autoclass:: LocalFeatureMatcher |
| :members: forward |
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| .. autoclass:: LoFTR |
| :members: forward |
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| Local Affine Frames (LAF) |
| ------------------------- |
|
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| .. autofunction:: extract_patches_from_pyramid |
| .. autofunction:: extract_patches_simple |
| .. autofunction:: normalize_laf |
| .. autofunction:: denormalize_laf |
| .. autofunction:: laf_to_boundary_points |
| .. autofunction:: ellipse_to_laf |
| .. autofunction:: make_upright |
| .. autofunction:: scale_laf |
| .. autofunction:: get_laf_scale |
| .. autofunction:: get_laf_center |
| .. autofunction:: get_laf_orientation |
| .. autofunction:: laf_from_center_scale_ori |
| .. autofunction:: laf_is_inside_image |
| .. autofunction:: laf_to_three_points |
| .. autofunction:: laf_from_three_points |
| .. autofunction:: raise_error_if_laf_is_not_valid |
| .. autofunction:: perspective_transform_lafs |
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| Module |
| ------ |
|
|
| .. autoclass:: BlobHessian |
| .. autoclass:: CornerGFTT |
| .. autoclass:: CornerHarris |
| .. autoclass:: BlobDoG |
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| .. autoclass:: ScaleSpaceDetector |
| :members: forward |
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| .. autoclass:: PassLAF |
| :members: forward |
|
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| .. autoclass:: PatchAffineShapeEstimator |
| :members: forward |
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| .. autoclass:: LAFAffineShapeEstimator |
| :members: forward |
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| .. autoclass:: LAFOrienter |
| :members: forward |
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| .. autoclass:: PatchDominantGradientOrientation |
| :members: forward |
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| .. autoclass:: OriNet |
| :members: forward |
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| .. autoclass:: LAFAffNetShapeEstimator |
| :members: forward |
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| .. autoclass:: DeFMO |
| :members: forward |
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