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Feature File Documentation

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Heidi M. Sosik edited this page Jun 14, 2025 · 19 revisions
  1. v4 Feature File Content Description
  2. v2 Feature File Content Description

v4 Feature Descriptions

Fea v2 label Description Units Additional resources
roi_number Region of interest (ROI) number, consecutive from original data acquisition NA
Area cross-sectional area of largest contiguous blob in ROI squared pixels MATLAB regionprops function
Biovolume volume estimate for the largest blob, assuming cross-sections in the third dimension are locally circular (solid of revolution for simple shapes; distance map based for complex shapes) cubed pixels Moberg and Sosik 2012; doi: 10.4319/lom.2012.10.278
BoundingBox_xwidth dimension along the x-axis of the smallest rectangle containing the largest blob pixels MATLAB regionprops function
BoundingBox_ywidth dimension along the y-axis of the smallest rectangle containing the largest blob pixels MATLAB regionprops function
ConvexArea area of the smallest convex polygon that can contain the largest blob (area of the convex hull) squared pixels MATLAB regionprops function
ConvexPerimeter perimeter of the smallest convex polygon that can contain the largest blob pixels MATLAB regionprops function; computed from ConvexHull
Eccentricity eccentricity of the ellipse that has the same second-moments as the largest blob (0 = circle, 1 = line segment) dimension- less MATLAB regionprops function
EquivDiameter diameter of circle with same area as largest blob pixels MATLAB regionprops function
Extent area divided by the area of the bounding box pixels MATLAB regionprops function
MajorAxisLength length of the major axis of the ellipse that has the same normalized second central moment as the region pixels MATLAB regionprops function
MinorAxisLength length of the minor axis of the ellipse that has the same normalized second central moment as the region pixels MATLAB regionprops function
Orientation angle between the x-axis and the major axis of the ellipse that has the same second-moments as the blob degrees MATLAB regionprops function
Perimeter distance around the boundary of the largest blob pixels implementation of Benkrid and Crookes (2000) estimator
RepresentativeWidth representative width of the largest blob, computed from shortest transects between perimeter edges, associated with distance map biovolume algorithm pixels Moberg and Sosik 2012; doi: 10.4319/lom.2012.10.278
Solidity proportion of the pixels in its convex hull that are also in the largest blob (Area/ConvexArea) dimension- less MATLAB regionprops function
SurfaceArea surface area estimate for the largest blob, assuming cross-sections in the third dimension are locally circular (solid of revolution for simple shapes; distance map based for complex shapes) squared pixels adapted from Moberg and Sosik 2012; doi: 10.4319/lom.2012.10.278
maxFeretDiameter maximum distance between any two points along the boundary of the largest blob ("caliper diameter") pixels computed from ConvexHull
minFeretDiameter minimum distance between any two points along the boundary of the largest blob pixels computed from ConvexHull
numBlobs number of separate connected blobs in ROI NA
summedArea Area summed for all blobs squared pixels MATLAB regionprops function
summedBiovolume Biovolume summed for all blobs cubed pixels Moberg and Sosik 2012; doi: 10.4319/lom.2012.10.278
summedConvexArea ConvexArea summed for all blobs squared pixels MATLAB regionprops function
summedConvexPerimeter ConvexPerimeter summed for all blobs pixels MATLAB regionprops function
summedMajorAxisLength MajorAxisLength summed for all blobs pixels MATLAB regionprops function
summedMinorAxisLength MinorAxisLength summed for all blobs pixels MATLAB regionprops function
summedPerimeter Perimeter summed for all blobs pixels MATLAB regionprops function
summedSurfaceArea Surface area summed for all blobs squared pixels adapted from Moberg and Sosik 2012; doi: 10.4319/lom.2012.10.278
Area_over_PerimeterSquared Area divided by squared Perimeter dimension- less computed from MATLAB regionprops function output
Area_over_Perimeter Area divided by perimeter pixels computed from MATLAB regionprops function output
summedConvexPerimeter_over_Perimeter summed convex perimeter divided by Perimeter dimension- less computed from MATLAB regionprops function output

v2 Feature Descriptions

Fea v2 label Description Units Additional resources
roi_number Region of interest (ROI) number, consecutive from original data acquisition NA
Area cross-sectional area of largest contiguous blob in ROI squared pixels MATLAB regionprops function
Biovolume volume estimate for the largest blob, assuming cross-sections in the third dimension are locally circular (solid of revolution for simple shapes; distance map based for complex shapes) cubed pixels Moberg and Sosik 2012; doi: 10.4319/lom.2012.10.278
BoundingBox_xwidth dimension along the x-axis of the smallest rectangle containing the largest blob pixels MATLAB regionprops function
BoundingBox_ywidth dimension along the y-axis of the smallest rectangle containing the largest blob pixels MATLAB regionprops function
ConvexArea area of the smallest convex polygon that can contain the largest blob (area of the convex hull) squared pixels MATLAB regionprops function
ConvexPerimeter perimeter of the smallest convex polygon that can contain the largest blob pixels MATLAB regionprops function; computed from ConvexHull
Eccentricity eccentricity of the ellipse that has the same second-moments as the largest blob (0 = circle, 1 = line segment) dimension- less MATLAB regionprops function
EquivDiameter diameter of circle with same area as largest blob pixels MATLAB regionprops function
Extent area divided by the area of the bounding box pixels MATLAB regionprops function
FeretDiameter INCORRECTLY computed in v2; maximum distance between any two points along the boundary of the largest blob ("caliper diameter") pixels MATLAB regionprops function; computed from ConvexHull
H180 Hausdorff distance (measure of how far two subsets of a space are from each other) between the largest blob and itself after rotation by 180 degrees along the major axis pixels HausdorffDist.m by Z. Danziger; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/26738-hausdorff-distance/content/HausdorffDist.m
H90 Hausdorff distance (measure of how far two subsets of a space are from each other) between the largest blob and itself after rotation by 90 degrees along the major axis pixels HausdorffDist.m by Z. Danziger; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/26738-hausdorff-distance/content/HausdorffDist.m
Hflip Hausdorff distance (measure of how far two subsets of a space are from each other) between the largest blob and itself after reflection across the major axis pixels HausdorffDist.m by Z. Danziger; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/26738-hausdorff-distance/content/HausdorffDist.m
MajorAxisLength length of the major axis of the ellipse that has the same normalized second central moment as the region pixels MATLAB regionprops function
MinorAxisLength length of the minor axis of the ellipse that has the same normalized second central moment as the region pixels MATLAB regionprops function
Orientation angle between the x-axis and the major axis of the ellipse that has the same second-moments as the blob degrees MATLAB regionprops function
Perimeter distance around the boundary of the largest blob pixels MATLAB regionprops function
RWcenter2total _powerratio
RWhalfpowerintegral
Solidity proportion of the pixels in its convex hull that are also in the largest blob (Area/ConvexArea) dimension- less MATLAB regionprops function
moment_invariant1 first moment invariant (invariant to scale, translation, and rotation) for shape indication DIPUM function invmoments; http://www.imageprocessingplace.com/
moment_invariant2 second moment invariant (invariant to scale, translation, and rotation) for shape indication, computed for the largest blob DIPUM function invmoments; D27http://www.imageprocessingplace.com/D70
moment_invariant3 third moment invariant (invariant to scale, translation, and rotation) for shape indication, computed for the largest blob DIPUM function invmoments; http://www.imageprocessingplace.com/
moment_invariant4 fourth moment invariant (invariant to scale, translation, and rotation) for shape indication, computed for the largest blob DIPUM function invmoments; http://www.imageprocessingplace.com/
moment_invariant5 fifth moment invariant (invariant to scale, translation, and rotation) for shape indication, computed for the largest blob DIPUM function invmoments; http://www.imageprocessingplace.com/
moment_invariant6 sixth moment invariant (invariant to scale, translation, and rotation) for shape indication, computed for the largest blob DIPUM function invmoments; http://www.imageprocessingplace.com/
moment_invariant7 seventh moment invariant (invariant to scale, translation, and rotation) for shape indication, , computed for the largest blob DIPUM function invmoments; http://www.imageprocessingplace.com/
numBlobs number of separate connected blobs in ROI NA
shapehist_kurtosis _normEqD
shapehist_mean _normEqD
shapehist_median _normEqD
shapehist_mode _normEqD
shapehist_skewness _normEqD
summedArea Area summed for all blobs squared pixels MATLAB regionprops function
summedBiovolume Biovolume summed for all blobs cubed pixels MATLAB regionprops function
summedConvexArea ConvexArea summed for all blobs squared pixels MATLAB regionprops function
summedConvexPerimeter ConvexPerimeter summed for all blobs pixels MATLAB regionprops function
summedFeretDiameter INCORRECTLY computed in v2; FeretDiameter summed for all+ blobs pixels MATLAB regionprops function; computed from ConvexHull
summedMajorAxisLength MajorAxisLength summed for all blobs pixels MATLAB regionprops function
summedMinorAxisLength MinorAxisLength summed for all blobs pixels MATLAB regionprops function
summedPerimeter Perimeter summed for all blobs pixels MATLAB regionprops function
texture_average_contrast Average contrast of pixel gray levels inside blob after brightness adjustment so that 1% of pixels are saturated high and low MATLAB imadjust function; DIPUM statxture function, http://www.imageprocessingplace.com/
texture_average _gray_level Average gray level of pixels inside blob after brightness adjustment so that 1% of pixels are saturated high and low NA MATLAB imadjust function; DIPUM statxture function, http://www.imageprocessingplace.com/
texture_entropy Entropy (measure of randomness) of pixel gray levels inside blob after brightness adjustment so that 1% of pixels are saturated high and low MATLAB imadjust function; DIPUM statxture function, http://www.imageprocessingplace.com/
texture_smoothness Smoothness measure of pixel gray levels inside blob after brightness adjustment so that 1% of pixels are saturated high and low MATLAB imadjust function; DIPUM statxture function, http://www.imageprocessingplace.com/
texture_third_moment Normalized third moment pixel gray levels inside blob after brightness adjustment so that 1% of pixels are saturated high and low MATLAB imadjust function; DIPUM statxture function, http://www.imageprocessingplace.com/
texture_uniformity Uniformity measure of pixel gray levels inside blob after brightness adjustment so that 1% of pixels are saturated high and low MATLAB imadjust function; DIPUM statxture function, http://www.imageprocessingplace.com/
RotatedArea Area of largest blob after rotation to align major axis along x-axis squared pixels MATLAB regionprops function
RotatedBoundingBox _xwidth dimension along the x-axis of the smallest rectangle containing the largest blob after rotation to align major axis along x-axis pixels MATLAB regionprops function
RotatedBoundingBox _ywidth dimension along the y-axis of the smallest rectangle containing the largest blob after rotation to align major axis along x-axis pixels MATLAB regionprops function
Wedge01 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge02 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge03 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge04 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge05 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge06 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge07 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge08 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge09 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge10 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge11 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge12 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge13 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge14 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge15 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge16 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge17 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge18 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge19 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge20 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge21 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge22 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge23 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge24 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge25 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge26 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge27 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge28 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge29 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge30 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge31 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge32 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge33 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge34 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge35 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge36 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge37 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge38 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge39 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge40 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge41 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge42 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge43 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge44 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge45 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge46 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge47 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Wedge48 relative power in sequential radial wedge in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring01 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring02 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring03 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring04 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring05 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring06 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring07 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring08 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring09 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring10 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring11 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring12 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring13 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring14 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring15 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring16 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring17 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring18 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring19 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring20 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring21 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring22 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring23 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring24 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring25 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring26 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring27 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring28 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring29 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring30 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring31 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring32 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring33 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring34 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring35 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring36 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring37 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring38 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring39 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring40 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring41 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring42 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring43 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring44 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring45 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring46 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring47 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring48 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring49 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
Ring50 relative power in sequential concentric ring in frequency space (2-D FFT) for blob image dimension- less modified version of diffraction pattern sampling method developed by George, N. and S.G. Wang (1994) Applied Optics, 33: 3127-3134.
HOG01 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG02 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG03 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG04 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG05 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG06 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG07 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG08 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG09 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG10 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG11 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG12 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG13 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG14 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG15 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG16 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG17 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG18 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG19 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG20 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG21 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG22 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG23 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG24 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG25 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG26 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG27 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG28 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG29 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG30 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG31 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG32 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG33 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG34 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG35 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG36 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG37 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG38 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG39 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG40 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG41 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG42 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG43 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG44 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG45 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG46 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG47 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG48 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG49 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG50 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG51 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG52 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG53 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG54 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG55 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG56 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG57 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG58 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG59 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG60 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG61 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG62 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG63 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG64 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG65 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG66 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG67 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG68 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG69 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG70 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG71 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG72 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG73 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG74 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG75 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG76 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG77 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG78 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG79 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG80 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
HOG81 sequential element of Histogram of Oriented Gradients (shape feature descriptors) for ROI HOG.m by O. Ludwig; MathWorks File Exchange; https://www.mathworks.com/matlabcentral/fileexchange/28689-hog-descriptor-for-matlab/content/HOG.m
Area_over_ PerimeterSquared Area divided by squared Perimeter computed from MATLAB regionprops function output
Area_over_Perimeter Area divided by Perimeter computed from MATLAB regionprops function output
H90_over_Hflip H90 divided by Hflip computed from HausdorffDist.m output
H90_over_H180 H90 divided by H180 computed from HausdorffDist.m output
Hflip_over_H180 Hflip divided by H180 computed from HausdorffDist.m output
summedConvexPerimeter _over_Perimeter summedConvexPerimeter divided by Perimeter computed from MATLAB regionprops function output
rotated_BoundingBox _solidity solidity of the bounding box for the blob after rotation to horizontally align the major axis MATLAB regionprops function
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