We devised a data-driven method where the network is first trained to predict all graph edges and the least discriminative edges (for deciding body part ownership) are not used at test time to determine the optimal skeleton. We found that this approach yields skeletons with fewer errors (unconn...
In the animal contour step, image thresholding is first carried out and then the contour in the image is extracted. The following formula is used to determine whether the frame is social or not, whereistands for a frame,Ristands for the judgement result of this frame and numistands for the...
That is why we can see too many artifact on the result. The main reason of that problem is simple block matching just tries to find best match blocks but not take into account the neighbor pixels disparity. To take the neighborhood pixel’s disparity into account, we implemented dynamic ...
As might be expected, parallel computing and computational hardware progressing will result in time reduction of this type of algorithm [32]. One of the first works in this field [33], by finding the coherent group of the generators, forms a low order equivalent model of the power system ...
Corsi2009). The empirical results led us to believe that short-dated Bitcoin options tend to produce high volatility as they approach expiration. The practical implication of this phenomenon relates to crypto-options traders who demand more short-dated options, which result in increased buying pressur...
We analyzed the data in the same manner as described in the main text and found that the selection of pupil center estimation method does not affect the PA–GP relationship and thus the resulting correction. The PA–GP correlation values (as in Fig. 3B) with the centroid mode were −0.67...
In our experiments we found out that, in the synthetic case study, prequential variants provide a good estimation ability, which is often better relative to cross validation variants. Furthermore, the results in the synthetic stationary case studies do not reflect those obtained using real-world ...
This will run inference on the entire T-LESS dataset and print some metrics but not e_vsd<0.3 which is not supported in our code. The results can also be downloaded: python -m cosypose.scripts.download --result_id=tless-siso-n_views=1--684390594 ...
equation (8) with respect toqφ(xt) that replaces the need for an ODE forward solver with a stochastic approximation that can be evaluated in an embarrassingly parallel fashion. This eliminates the practical challenges associated with maximizing equation (8). Our main theoretical result takes the...
The specific values of each parameter constraint are not critical to the final results, as constraints are only used to place an ordering on RC pairs, so that \(\tau _1 < \tau _2\); this ordering is necessary to ensure the identifiability of parameters44. Notably, it was found that ...