Integrated Variational And Nearest Neighbor field (IVANN) for Optical FlowDownload PDF

29 Mar 2024 (modified: 31 Aug 2016)ECCV2016 BNMW submissionReaders: Everyone
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Abstract: It is a fundamental problem to construct accurate dense correspondences between two images. Despite the efforts and promising methods handling relatively small motion, one remaining challenge is induced by large and complex non-rigid motion. Aiming at this challenge, the new method proposed exploits the mutual boosting between the variational flow and the nearest-neighbor field (NNF). The proposed method “IVANN” gives a very effective solution under rather complex motion, and currently achieved state-of-the-art performance on both the Middlebury[3] and MPI- Sintel benchmarks[7].
Conflicts: baidu.com, northwestern.edu, adobe.com, inria.fr, tum.de
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