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Sparse Matrix Storage Format Summary + storage efficiency comparison: COO,CSR,DIA,ELL,HYBOriginal: Http://www.cnblogs.com/xbinworld/p/4273506.html?utm_source=tuicoolutm_medium=referralSparse matrix refers to the matrix elements are mostly 0 of the matrix, in fact, the actual
representations iterative solvers, Lesson 1 by Nathan bell.http://www.bu.edu/pasi/files/2011/01/n Athanbell1-10-1000.pdf[2] http://blog.csdn.net/anshan1984/article/details/8580952[3] Http://zhangjunhd.github.io/2014/09/29/sparse-matrix.html[4] Http://www.360doc.com/content/09/0204/17/96202_2458312.shtml[5] Implementing Sparse matrix-vector multiplication on throughput-oriented processors, Nathan Bell and Michael Garland, P Roceedings of Supercomputi
numbers accumulates into the matrix. Due to the presence of drift, the operation of the rotation may be wrong, so the matrix to be normalized, reset the matrix, which is a very time-consuming operation. The four-dollar number has only 4 values, and the matrix has 9, and it experiences little drift and less normalizati
transformation matrix. And the online about findhomography introduction is relatively few, so will let people misunderstand findfundamentalmat will calculate the transformation matrix.Try to return the matrix with the Findhomography function, in the template image, the object is already marked with a green box outline, according to the object's four boundary points, and the transformation
, You shoshould output one line for each question the king asked, if there is a road from city X to Y? Output the shortest distance from X to Y. If not, output "sorry ".
Sample Input
3 21 12 21 11 12 24 411 33 21 12 21 11 12 24 311 30 0
Sample output
1Sorry
Question:
If matrix A * B = C, it indicates that a -- B has a unidirectional path with a distance of 1.
Give some matrices and then ask the distance between any two matrices.
Analysis and Summa
output one line for each question the king asked, if there are a road from city X to Y? Output the shortest distance from X to Y. If not, output "Sorry".
Sample Input
3 2
1 1 2 2 1 1 1 1 2 2 4 4 1 1 3 3 2 1 1 2 2 1 1 1 1 2
2
4 3
1
1 3
0 0
Sample Output
1
Sorry
The main effect of the topic:
If the matrix is a*b=c, then it means that a--B has a one-way path with a distance of 1.
Give some matrices and then ask the direct distance of any two
10*10 in Matlab, and discovering that it is typed as a priority order, then temporarily speculate that its storage is column-first.temp = (1) 1 ( 1,3) 1 (1,4) 1 (10,4) 1 (1,5) 1 (1,6) 1 (1,7) 1 (5,7) 1 (1,8) 1 (5,8) 1 (1,9) 1 (1,10) 1I do not know who the great God know everything to explain.Here's another question: if you need to get some rows of the matrix
Sometimes, the slow program may not be a problem with the algorithm, but the slow library usage; or it may not be slow in the library itself, but your writing is not efficient enough. After countless painful waits, I decided to compare these so-called efficient linear algebra libraries (OpenCV, although its goal is computer vision, but it also provides a wealth of algebraic computing capabilities) to see how their performance is. Someone has done similar things, such as OpenCV vs. Armadillo vs.
Android often encounters the need to zoom in and out of the image, the following list of 3 image scaling methods:I. Image zoom1.inSampleSize (sample rate)
Advantages: High efficiency, fast parsing speed
Disadvantage: The sampling rate insamplesize value can only be 2 of the number of times (for example: insamplesize=15, the actual value is 8;insamplesize=17, the actual value is 16, the actual value will be 2 of the second-party settlement), Therefore, the method does not accurately
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