a paragraph no unnecessary sentences, for the same reason that a drawing should have no unnecessary lines and a machine no unnecessary parts. This requires not that the writer make all his sentences short, or that he avoid all detail and treat his subjects only in outline, but that every wo...
One or two sentences to put the results into a more generalcontext. Two or three sentences to provide a broader perspective, readily comprehensive to a scientist in ant discipline, may be included in the first paragraph if the editor considers that accessibility of the paper is significantly enha...
We have to design efficient ‘SW/algorithm aware’ HW and ‘HW aware’ SW/algorithm, so they can tightly intertwine to squeeze every bit of our limited compute resources. How should we do it? Below is an evolving methodology that can be used as a reference if you are archite...
In the case of a linear function (a line), it has the same derivative over the entire thing, so you can take a step size of any size on the x axis and multiply that step size by to figure out how much to add or subtract from y to stay on the line. In the case of a non l...
This is a summary of the algorithms I used to write OpenPano: an open source panorama stitcher. You can find the source code on github. SIFT Feature¶ Lowe's SIFT [1] algorithm is implemented in feature/. The procedure of the algorithm and some results are briefly described in this sect...
Learning. Figure 3 shows an overview of our iterative learning algorithm. Assume that at some iteration, we have some contextual edges in the training data-set and feature weights associated with each contextual edge. For example, in figure 3, out of the six occurrences of road and car, we...