Bob’s Image Processing Routines

Todo

The parameter(s) ‘A, c’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.initialize_dual_lambda_mu, line 4.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.is_feasible, line 4.)

Todo

This documentation seems wrong since lambda is not in the list of parameters.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.is_in_v, line 4.)

Todo

The parameter(s) ‘mu, theta, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.is_in_v, line 7.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.is_in_v_s, line 4.)

Todo

The parameter(s) ‘A, b, c, x0’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.solve, line 3.)

Todo

The return value(s) ‘x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.solve, line 5.)

Todo

Document parameter labmda

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.solve, line 11.)

Todo

Document parameter mu

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPoint.solve, line 15.)

Todo

The parameter(s) ‘A, c’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.initialize_dual_lambda_mu, line 4.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.is_feasible, line 4.)

Todo

This documentation looks wrong since lambda is not part of the parameters

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.is_in_v, line 4.)

Todo

The parameter(s) ‘gamma, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.is_in_v, line 7.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.is_in_v_s, line 4.)

Todo

The parameter(s) ‘A, b, c, x0’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.solve, line 3.)

Todo

The return value(s) ‘x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.solve, line 5.)

Todo

Document parameter labmda

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.solve, line 11.)

Todo

Document parameter mu

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointLongstep.solve, line 15.)

Todo

The parameter(s) ‘A, c’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.initialize_dual_lambda_mu, line 4.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.is_feasible, line 4.)

Todo

This documentation seems wrong since lambda is not in the list of parameters.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.is_in_v, line 4.)

Todo

The parameter(s) ‘mu, theta, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.is_in_v, line 7.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.is_in_v_s, line 4.)

Todo

The parameter(s) ‘A, b, c, x0’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.solve, line 3.)

Todo

The return value(s) ‘x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.solve, line 5.)

Todo

Document parameter labmda

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.solve, line 11.)

Todo

Document parameter mu

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointPredictorCorrector.solve, line 15.)

Todo

The parameter(s) ‘A, c’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.initialize_dual_lambda_mu, line 4.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.is_feasible, line 4.)

Todo

This documentation seems wrong since lambda is not in the list of parameters.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.is_in_v, line 4.)

Todo

The parameter(s) ‘mu, theta, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.is_in_v, line 7.)

Todo

The parameter(s) ‘A, b, c, lambda, mu, x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.is_in_v_s, line 4.)

Todo

The parameter(s) ‘A, b, c, x0’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.solve, line 3.)

Todo

The return value(s) ‘x’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.solve, line 5.)

Todo

Document parameter labmda

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.solve, line 11.)

Todo

Document parameter mu

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.LPInteriorPointShortstep.solve, line 15.)

Todo

Explain, what width means in this case

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.pavxWidth, line 25.)

Todo

Explain, what width means in this case

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.pavxWidthHeight, line 26.)

Todo

Explain, what height means in this case

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/0/bob.math/bob/math/__init__.py:docstring of bob.math.pavxWidthHeight, line 32.)

Todo

Explain DCTFeatures constructor in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.DCTFeatures, line 14.)

Todo

The parameter(s) ‘levels, max_level, min_level, quantization_table’ are used, but not documented.

Parameters:

dtype : numpy.dtype

[default: numpy.uint8] The data-type for the GLCM class

glcm : bob.ip.base.GLCM

The GLCM object to use for copy-construction

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.GLCM, line 18.)

Todo

Explain GaussianScaleSpace constructor in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.GaussianScaleSpace, line 13.)

Todo

UPDATE as this is not true

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.LBPTop, line 7.)

Todo

Add documentation for MultiscaleRetinex

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.MultiscaleRetinex, line 13.)

Todo

Check if this documentation is correct (seems to be copied from bob.ip.base.SelfQuotientImage

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.MultiscaleRetinex.process, line 4.)

Todo

Explain SIFT constructor in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.SIFT, line 13.)

Todo

explain SelfQuotientImage constructor

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.SelfQuotientImage, line 15.)

Todo

Explain TanTriggs constructor in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.TanTriggs, line 13.)

Todo

Explain VLDSIFT constructor in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.VLDSIFT, line 12.)

Todo

Describe the output of the VLDSIFT.extract() method in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.VLDSIFT.extract, line 8.)

Todo

Explain VLSIFT constructor in more detail.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.VLSIFT, line 12.)

Todo

explain WeightedGaussian constructor

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.WeightedGaussian, line 13.)

Todo

The parameter(s) ‘img, mask’ are used, but not documented.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.extrapolate_mask, line 19.)

Todo

Explain gamma correction in more detail

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.base/bob/ip/base/__init__.py:docstring of bob.ip.base.gamma_correction, line 3.)

Todo

Adapt http://pypi.python.org/pypi/xbob.example.faceverify so that it actually uses the bob.ip.gabor package.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.ip.gabor/doc/guide.rst, line 187.)

Todo

Support for weight cost in multi-class classification?

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.learn.libsvm/doc/c_cpp_api.rst, line 445.)

Todo

Describe the C++ API of this package.

(The original entry is located in /home/travis/build/bioidiap/bob.python/layers/1/bob.learn.mlp/doc/c_cpp_api.rst, line 245.)

This module contains base functionality from Bob bound to Python, available in the C++ counter-part bob::ip.

Documentation

• Image Processing Guide
  • Introduction
  • Complex image operations
• Python API
  • Classes
  • Functions
  • Detailed Information

References

[Atanasoaei2012]

Cosmin Atanasoaei. Multivariate Boosting with Look-up Tables for Face Processing, PhD thesis, EPFL, 2012. pdf

[Sanderson2002]

Conrad Sanderson and Kuldip K. Paliwal. Polynomial Features for Robust Face Authentication, In Proceedings of the IEEE International Conference on Image Processing, 2002. pdf

[TanTriggs2007]

Xiaoyang Tan and Bill Triggs. Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions, In International Conference on Analysis and Modeling of Faces and Gestures, 2007. pdf

[Jobson1997]

D. Jobson, Z. Rahman and G. Woodell. A Multiscale Retinex for bridging the gap between color images and the Human observation of scenes, In IEEE Transactions on Image Processing, vol. 6, n. 7, 1997.

[Wang2004]

H. Wang, S.Z. Li and Y. Wang. Face Recognition under Varying Lighting Conditions Using Self Quotient Image, In IEEE International Conference on Image Processing, vol. 2, pp. 1397-1400, 2004.

[Lowe2004]

D. Lowe. Distinctive Image Features from Scale-Invariant Keypoints, In International Journal of Computer Vision, 2004.

[Dalal2005]

N. Dalal, B. Triggs. Histograms of Oriented Gradients for Human Detection, In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005.

[Haralick1973]

R. M. Haralick, K. Shanmugam, I. Dinstein. Textural Features for Image Classification, In IEEE Transactions on Systems, Man and Cybernetics, vol. SMC-3, No. 6, p. 610-621, 1973.

Indices and tables

• Index
• Module Index
• Search Page