Help with Sift Flow Algorithm - debugging the demo
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Hello I'm trying to run the demo for this SIFT Flow code you can find here:
It takes two similar images, finds their similarities, and combines them into one essentially...
I'm getting this error when running demo.m:
Here's the full demo.m code:
im1=imread('Mars-1.jpg');
im2=imread('Mars-2.jpg');
im1=imresize(imfilter(im1,fspecial('gaussian',7,1.),'same','replicate'),0.5,'bicubic');
im2=imresize(imfilter(im2,fspecial('gaussian',7,1.),'same','replicate'),0.5,'bicubic');
im1=im2double(im1);
im2=im2double(im2);
%figure;imshow(im1);figure;imshow(im2);
cellsize=3;
gridspacing=1;
addpath(fullfile(pwd,'mexDenseSIFT'));
addpath(fullfile(pwd,'mexDiscreteFlow'));
sift1 = mexDenseSIFT(im1,cellsize,gridspacing);
sift2 = mexDenseSIFT(im2,cellsize,gridspacing);
SIFTflowpara.alpha=2*255;
SIFTflowpara.d=40*255;
SIFTflowpara.gamma=0.005*255;
SIFTflowpara.nlevels=4;
SIFTflowpara.wsize=2;
SIFTflowpara.topwsize=10;
SIFTflowpara.nTopIterations = 60;
SIFTflowpara.nIterations= 30;
tic;[vx,vy,energylist]=SIFTflowc2f(sift1,sift2,SIFTflowpara);toc
warpI2=warpImage(im2,vx,vy);
figure;imshow(im1);figure;imshow(warpI2);
% display flow
clear flow;
flow(:,:,1)=vx;
flow(:,:,2)=vy;
figure;imshow(flowToColor(flow));
return;
% this is the code doing the brute force matching
tic;[flow2,energylist2]=mexDiscreteFlow(Sift1,Sift2,[alpha,alpha*20,60,30]);toc
figure;imshow(flowToColor(flow2));
Anyway I'm assuming this is probably an easy fix, I just don't generally use MATLAB, any help or guidance much appreciated...
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Walter Roberson
2022년 1월 17일
I got a clean compile for both sides, except:
- one of the two has no mexFunction() routine and so cannot be called from MATLAB, which is a problem
- there are functions to save and load binary images that are coded in terms of using int to hold sizes, which is not compatible with MATLAB (only supports 31 bits, whereas MATLAB supports 48 bits). I changed everything else to be compatible with MATLAB sizes, but not those routines yet, as I do not know whether compatibility with external formats is needed.
답변 (2개)
yanqi liu
2022년 1월 17일
yes,sir,may be use vlfeat toolbox,and vl_sift to get sift points and discripters
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