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updated 29 days ago

Deep Neural Network by Masayuki Tanaka

Masayuki Tanaka (view profile)

It provides deep learning tools of deep belief networks (DBNs). (machine learning)

CalcErrorRate( dbn, IN, OUT )

CalcRmse( dbn, IN, OUT )

GetDroppedDBN(dbn, DropOutRate, strbm)

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updated 2 months ago

Fast seamless image cloning by modified Poisson equation by Masayuki Tanaka

Masayuki Tanaka (view profile)

This provides very fast seamless image cloning. (image processing)

Feature2Grad(F)

Feature2Img(F)

Grad2Feature( img, fh, fv )

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updated 4 months ago

Noise Level Estimation from a Single Image by Masayuki Tanaka

Masayuki Tanaka (view profile)

It can precisely estimate noise level from a single image. (pick of the week, potw, image processing)

NoiseLevel(img,patchsize,decim,conf,itr)

WeakTextureMask(img, th, patchsize)

demo.m

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updated 10 months ago

Face Parts Detection by Masayuki Tanaka

Masayuki Tanaka (view profile)

It detects faces with left eye, right eye, mouth, and norse. (image processing, face, computer vision)

buildDetector( thresholdFace, thresholdParts, stdsize )

checkToolboxes(req)

detectFaceParts(detector,X,thick)

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updated 10 months ago

Guided Upsampling and Residual Interpolation by Masayuki Tanaka

Masayuki Tanaka (view profile)

This tool upsamples the data with the high-resolution guidance image. (upsampling, image processing, filter)

guidedfilter11(src, gid, eps, ker1, ker2)

guidedfilter1n(src, gid, eps, ker1, ker2)

guidedfiltern1(src, gid, eps, ker1, ker2)

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updated 1 year ago

GUI Image Mask Sample by Masayuki Tanaka

Masayuki Tanaka (view profile)

It is a sample code to draw and erase mask on an image by GUI. It gives you hints to develop the GUI (gui, image processing, image)

GUIImageMaskSample()

drawLine( inGry, p0, p1, pnSize, val )

genImageMask( image, mask, color )

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updated almost 3 years ago

Poisson Image Editing by Masayuki Tanaka

Masayuki Tanaka (view profile)

This is an implementation of the Poisson Image Editing. (image processing)

PoissonGaussSeidel(src, Fh, Fv, msk, itr, th, verbose)

PoissonJacobi(src, Fh, Fv, msk, itr, th, verbose)

imgrad(X)

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updated almost 3 years ago

Miscellaneous tools for image processing by Masayuki Tanaka

Masayuki Tanaka (view profile)

It includes some miscellaneous useful image processing functions. (image processing)

bayermask(data,pattern)

bayersampling( rgb, pattern )

eachchannel(func, src)

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updated almost 3 years ago

K-subspaces by Masayuki Tanaka

Masayuki Tanaka (view profile)

K-subspaces provides the k-means like clustering. (statistics, mathematics, image processing)

inpnormsubspaces(SS,X)

inpsubspaces(SS, X)

ksubspaces(X,k,dim,SS,iter,ep)

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updated almost 3 years ago

Simple color adjustment sample by Masayuki Tanaka

Masayuki Tanaka (view profile)

The color adjustment will be performed, when you pick (click) white pixel. (image processing, color, white balance)

SimpleColorAdjust(varargin)

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