Mercurial > hg > camir-aes2014
diff toolboxes/FullBNT-1.0.7/KPMtools/rectintSparse.m @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
---|---|
date | Tue, 10 Feb 2015 15:05:51 +0000 |
parents | |
children |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/toolboxes/FullBNT-1.0.7/KPMtools/rectintSparse.m Tue Feb 10 15:05:51 2015 +0000 @@ -0,0 +1,59 @@ +function [overlap, normoverlap] = rectintSparse(A,B) +% +% A(i,:) = [x y w h] +% B(j,:) = [x y w h] +% overlap(i,j) = area of intersection +% normoverla(i,j) +% +% Same as built-in rectint, but uses less memory. +% Use rectintSparseC for a faster version. +% + +leftA = A(:,1); +bottomA = A(:,2); +rightA = leftA + A(:,3); +topA = bottomA + A(:,4); + +leftB = B(:,1)'; +bottomB = B(:,2)'; +rightB = leftB + B(:,3)'; +topB = bottomB + B(:,4)'; + +numRectA = size(A,1); +numRectB = size(B,1); + +%out = rectintSparseLoopC(leftA, rightA, topA, bottomA, leftB, rightB, topB, bottomB); + +nnz = ceil(0.2*numRectA*numRectB); % guess of number of non-zeroes +overlap = sparse([], [], [], numRectA, numRectB, nnz); +normoverlap = sparse([], [], [], numRectA, numRectB, nnz); +for j=1:numRectB + for i=1:numRectA + tmp = (max(0, min(rightA(i), rightB(j)) - max(leftA(i), leftB(j)) ) ) .* ... + (max(0, min(topA(i), topB(j)) - max(bottomA(i), bottomB(j)) ) ); + if tmp>0 + overlap(i,j) = tmp; + areaA = (rightA(i)-leftA(i))*(topA(i)-bottomA(i)); + areaB = (rightB(j)-leftB(j))*(topB(j)-bottomB(j)); + normoverlap(i,j) = min(tmp/areaA, tmp/areaB); + end + %fprintf('j=%d, i=%d, overlap=%5.3f, norm=%5.3f\n',... + % j, i, overlap(i,j), normoverlap(i,j)); + end +end + + +if 0 +N = size(bboxDense01,2); % 1000; +rect = bboxToRect(bboxDense01)'; +A = rect(1:2,:); +B = rect(1:N,:); + +tic; out1 = rectint(A, B); toc +tic; out2 = rectintSparse(A, B); toc +tic; out3 = rectintSparseC(A, B); toc +tic; out4 = rectintC(A, B); toc +assert(approxeq(out1, out2)) +assert(approxeq(out1, full(out3))) +assert(approxeq(out1, out4)) +end