Module Hierarchy

pyvision: The top level of this package contains some basic types used throughout PyVision.
- pyvision.analysis: This package contains classes and functions that aid in the analysis of vision algorithms.
  - pyvision.analysis.FaceAnalysis
    - pyvision.analysis.FaceAnalysis.EyeDetectionTest
    - pyvision.analysis.FaceAnalysis.EyesFile
    - pyvision.analysis.FaceAnalysis.FERET: This module contains image lists for the FERET tests and some fuctions to run the standard tests on the feret database.
    - pyvision.analysis.FaceAnalysis.FRGC2004: Created on May 15, 2009
    - pyvision.analysis.FaceAnalysis.FaceDatabase
    - pyvision.analysis.FaceAnalysis.FaceDetectionTest
    - pyvision.analysis.FaceAnalysis.FaceRecognitionTest
    - pyvision.analysis.FaceAnalysis.data
  - pyvision.analysis.ImageLog
  - pyvision.analysis.Montage: Created on Mar 14, 2011
  - pyvision.analysis.R
  - pyvision.analysis.Table
  - pyvision.analysis.Timer
  - pyvision.analysis.bee: This module contains functions for reading and writing files for the Biometrics Evaluation Environment (BEE) including distance matricies and sigsets.
  - pyvision.analysis.classifier
    - pyvision.analysis.classifier.ConfusionMatrix
  - pyvision.analysis.face
  - pyvision.analysis.gui_tools: Created on Oct 31, 2011
  - pyvision.analysis.html_report: Created on Nov 29, 2012
  - pyvision.analysis.plot: A very simple 2D plotting package that outputs images.
  - pyvision.analysis.progress_bar
  - pyvision.analysis.roc
  - pyvision.analysis.stats
- pyvision.beta: This package contains "beta" code that is not quite ready to de included in the main pyvision distribution.
  - pyvision.beta.videotasks: Created on Jan 13, 2012
  - pyvision.beta.vtm: Created on Oct 21, 2011
- pyvision.data: This package contains some standard tests that can be performed with the test data distributed with pyvision.
- pyvision.edge
  - pyvision.edge.canny
  - pyvision.edge.sobel: Created on Oct 18, 2010
- pyvision.face
  - pyvision.face.CascadeDetector
  - pyvision.face.FaceRecognizer
  - pyvision.face.FilterEyeLocator: This is a simplified correlation filter implementation used to locate eyes using ASEF correlation filters.
  - pyvision.face.PCA
  - pyvision.face.SVMEyeDetector
  - pyvision.face.SVMFaceRec
  - pyvision.face.headdetector: Created on Mar 27, 2012
  - pyvision.face.skintone: Copyright 2013 Oak Ridge National Laboratory Created on Jun 3, 2013
  - pyvision.face.testsuite: Created on Jul 1, 2009
- pyvision.features
  - pyvision.features._testsuite: Copyright David S.
  - pyvision.features.v1like: This module contains code from Nicolas Pinto.
- pyvision.gui: This package is for GUI tools that are of general use to visior researchers.
  - pyvision.gui.EyePicker
  - pyvision.gui.SimpleLiveDemo: This file provides a basic framework for a live demo.
  - pyvision.gui.setup: This is a setup.py script generated by py2applet
- pyvision.ml
  - pyvision.ml.crossvalidate: Created on Nov 23, 2010
  - pyvision.ml.knn
  - pyvision.ml.lda: Created on Jan 27, 2011
  - pyvision.ml.libsvm: Created on Nov 23, 2010
  - pyvision.ml.opencv_ml: This module includes some helper functions for training OpenCV's machine learning algorithms.
  - pyvision.ml.pca: Created on Jan 17, 2011
  - pyvision.ml.regression: Created on Apr 27, 2012
- pyvision.optimize
  - pyvision.optimize.genetic: This module contains a basic framework for a genetic algorithm.
  - pyvision.optimize.testsuite: Copyright David S.
- pyvision.other
  - pyvision.other.color: Created on Jan 11, 2011
  - pyvision.other.distance
  - pyvision.other.normalize
  - pyvision.other.optics: Created on Mar 22, 2013
  - pyvision.other.surf: Created on Feb 2, 2011
  - pyvision.other.testsuite: Created on Jul 1, 2009
  - pyvision.other.texture: Created on Jan 15, 2011
- pyvision.point: This package is for focus of attention algorithms such as Motion/Change Detection or point detectiors such as Difference of Gaussians or Corner Detectors.
  - pyvision.point.DetectorCorner
  - pyvision.point.DetectorDOG: Purpose: Find regions of interest using the multiscale differance of gaussians opereator.
  - pyvision.point.DetectorHarris
  - pyvision.point.DetectorROI
  - pyvision.point.DetectorSURF: Created on Apr 16, 2009
  - pyvision.point.GaborJets: This is implemented based on Wiskott et.al.
  - pyvision.point.PhaseCorrelation
  - pyvision.point.PointLocator: This module contains a methods for finding eyes in a face image.
- pyvision.segment
  - pyvision.segment.superpixel: Created on May 24, 2013
- pyvision.surveillance
  - pyvision.surveillance.BackgroundSubtraction: Created on Oct 22, 2010
  - pyvision.surveillance.MotionDetector: Created on Nov 9, 2010
  - pyvision.surveillance.VideoStreamProcessor: Created on Mar 18, 2011
  - pyvision.surveillance.kalman: Created on Sep 27, 2010
  - pyvision.surveillance.optical_flow: Created on Dec 10, 2009
  - pyvision.surveillance.testsuite: Copyright David S.
- pyvision.tools
  - pyvision.tools.face_scan: This tool scans a directory for image files and detects faces and eyes in those images.
  - pyvision.tools.sigset_overlap: Created on May 10, 2011
  - pyvision.tools.sigset_remove_missing: Created on Jan 14, 2011
  - pyvision.tools.sigset_to_csv: Created on Jan 14, 2011
  - pyvision.tools.sigset_union: Created on May 10, 2011
- pyvision.types
  - pyvision.types.Affine: This module contains the AffineTransform class and a set of factory functions used to create AffineTransform instances given different sets of parameters.
  - pyvision.types.ImageBuffer: Created on Oct 22, 2010
  - pyvision.types.Perspective
  - pyvision.types.Point
  - pyvision.types.RangeImage
  - pyvision.types.Rect
  - pyvision.types.Video
  - pyvision.types.exif: This module contains data on exif tag matching.
  - pyvision.types.img
  - pyvision.types.kinect: Created on Jan 28, 2012
  - pyvision.types.testsuite: Copyright David S.
- pyvision.util
  - pyvision.util.fast_util
  - pyvision.util.windows
- pyvision.vector: Many vision algorithms use 'feature vectors' to represent information from images.
  - pyvision.vector.PCA
  - pyvision.vector.Polynomial
  - pyvision.vector.RANSAC
  - pyvision.vector.RidgeRegression
  - pyvision.vector.SVM
  - pyvision.vector.VectorClassifier
  - pyvision.vector.id3
  - pyvision.vector.linearreg: Implementation of linear regression.