| kornia.feature | |
| ============== | |
| .. currentmodule:: kornia.feature | |
| Detectors | |
| --------- | |
| .. autofunction:: gftt_response | |
| .. autofunction:: harris_response | |
| .. autofunction:: hessian_response | |
| .. autofunction:: dog_response | |
| Descriptors | |
| ----------- | |
| .. autoclass:: SIFTDescriptor | |
| .. autoclass:: MKDDescriptor | |
| .. autoclass:: HardNet | |
| .. autoclass:: HardNet8 | |
| .. autoclass:: TFeat | |
| .. autoclass:: SOSNet | |
| .. autoclass:: LAFDescriptor | |
| :members: forward | |
| .. autofunction:: get_laf_descriptors | |
| Matching | |
| -------- | |
| .. autofunction:: match_nn | |
| .. autofunction:: match_mnn | |
| .. autofunction:: match_snn | |
| .. autofunction:: match_smnn | |
| .. autoclass:: DescriptorMatcher | |
| :members: forward | |
| .. autoclass:: LocalFeature | |
| :members: forward | |
| .. autoclass:: SIFTFeature | |
| :members: forward | |
| .. autoclass:: GFTTAffNetHardNet | |
| :members: forward | |
| .. autoclass:: LocalFeatureMatcher | |
| :members: forward | |
| .. autoclass:: LoFTR | |
| :members: forward | |
| Local Affine Frames (LAF) | |
| ------------------------- | |
| .. 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 | |
| Module | |
| ------ | |
| .. autoclass:: BlobHessian | |
| .. autoclass:: CornerGFTT | |
| .. autoclass:: CornerHarris | |
| .. autoclass:: BlobDoG | |
| .. autoclass:: ScaleSpaceDetector | |
| :members: forward | |
| .. autoclass:: PassLAF | |
| :members: forward | |
| .. autoclass:: PatchAffineShapeEstimator | |
| :members: forward | |
| .. autoclass:: LAFAffineShapeEstimator | |
| :members: forward | |
| .. autoclass:: LAFOrienter | |
| :members: forward | |
| .. autoclass:: PatchDominantGradientOrientation | |
| :members: forward | |
| .. autoclass:: OriNet | |
| :members: forward | |
| .. autoclass:: LAFAffNetShapeEstimator | |
| :members: forward | |
| .. autoclass:: DeFMO | |
| :members: forward | |