| Title | An adaptive confidence measure for optical flows based on linear subspace projections |
| Publication Type | Conference Paper |
| Year of Publication | 2007 |
| Authors | Kondermann, C, Kondermann, D, Jähne, B, Garbe, CS, Schnörr, C, Jähne, B |
| Editor | Hamprecht, FA |
| Conference Name | Proceedings of the 29th DAGM Symposium on Pattern Recognition |
| Publisher | Springer |
| Abstract | Confidence measures are important for the validation of optical flow fields by estimating the correctness of each displacement vector. There are several frequently used confidence measures, which have been found of at best intermediate quality. Hence, we propose a new confidence measure based on linear subspace projections. The results are compared to the best previously proposed confidence measures with respect to an optimal confidence. Using the proposed measure we are able to improve previous results by up to 31%. |
| DOI | 10.1007/978-3-540-74936-3_14 |
| Series | Lecture Notes in Computer Science |
| Citation Key | kondermann2007 |
