Scipediacontent: Scipediacontent moved page Draft Content 962876416 to Sappa Onkarappa 2013a

2021-01-25T09:58:42Z

Scipediacontent moved page Draft Content 962876416 to Sappa Onkarappa 2013a

Scipediacontent: Created page with " == Abstract == Existing state of the art optical flow approaches, which are evaluated on standard datasets such as Middlebury, not necessarily have a similar performance whe..."

2021-01-25T09:58:40Z

Created page with " == Abstract == Existing state of the art optical flow approaches, which are evaluated on standard datasets such as Middlebury, not necessarily have a similar performance whe..."

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== Abstract ==

Existing state of the art optical flow approaches, which are evaluated on standard datasets such as Middlebury, not necessarily have a similar performance when evaluated on driving scenarios. This drop on performance is due to several challenges arising on real scenarios during driving. Towards this direction, in this paper, we propose a modification to the regularization term in a variational optical flow formulation, that notably improves the results, specially in driving scenarios. The proposed modification consists on using the Laplacian derivatives of flow components in the regularization term instead of gradients of flow components. We show the improvements in results on a standard real image sequences dataset (KITTI).

== Original document ==

The different versions of the original document can be found in:

* [http://www.cvc.uab.es/%7Easappa/publications/C__CAIP_2013_LNCS_8048_pp_483_490.pdf http://www.cvc.uab.es/%7Easappa/publications/C__CAIP_2013_LNCS_8048_pp_483_490.pdf]

* [http://link.springer.com/content/pdf/10.1007/978-3-642-40246-3_60 http://link.springer.com/content/pdf/10.1007/978-3-642-40246-3_60],
: [http://dx.doi.org/10.1007/978-3-642-40246-3_60 http://dx.doi.org/10.1007/978-3-642-40246-3_60]

* [http://www.cvc.uab.es/~asappa/publications/C__CAIP_2013_LNCS_8048_pp_483_490.pdf http://www.cvc.uab.es/~asappa/publications/C__CAIP_2013_LNCS_8048_pp_483_490.pdf],
: [https://link.springer.com/chapter/10.1007%2F978-3-642-40246-3_60 https://link.springer.com/chapter/10.1007%2F978-3-642-40246-3_60],
: [https://dblp.uni-trier.de/db/conf/caip/caip2013-2.html#OnkarappaS13 https://dblp.uni-trier.de/db/conf/caip/caip2013-2.html#OnkarappaS13],
: [https://rd.springer.com/chapter/10.1007/978-3-642-40246-3_60 https://rd.springer.com/chapter/10.1007/978-3-642-40246-3_60],
: [https://academic.microsoft.com/#/detail/2282738739 https://academic.microsoft.com/#/detail/2282738739]

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Sappa Onkarappa 2013a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 962876416 to Sappa Onkarappa 2013a

Scipediacontent: Created page with " == Abstract == Existing state of the art optical flow approaches, which are evaluated on standard datasets such as Middlebury, not necessarily have a similar performance whe..."