FEUP Project Manager

22/06/2020

19:55 TKF-2020 Product Backlog #15554: Classifier

Implement classifier, use KNN as that's what was used in the reference paper

19:54 TKF-2020 Product Backlog #15556 (New): Preprocessing

Try background subtraction and gaussian model

19:53 TKF-2020 Product Backlog #15555 (New): Clean data

19:53 TKF-2020 Product Backlog #15554 (New): Classifier

19:50 TKF-2020 Feature #15553 (Resolved): Implement KNN classifier

19:50 TKF-2020 Feature #15553 (Resolved): Implement KNN classifier

Implement KNN classifier for the optical flow dataset and experiment with different number of neighbors

19:49 TKF-2020 Bug #15552 (New): Filter optical flow polar coordinates based on magnitude

Higher magnitude coordinates are probably more important for the classification. Try filtering out low-magniture pola...

19:47 TKF-2020 Feature #15551: Implement 2D gaussian model to find centroid of the person

we tried but were unable to make it work reliably

19:46 TKF-2020 Feature #15551 (Closed): Implement 2D gaussian model to find centroid of the person

19:46 TKF-2020 Bug #15550 (New): Clean outliers from optical flow output before feeding to classifier

Optical flow tracing output contains outliers remove them