NRST: Non-rigid Surface Tracking from Monocular Video

Habermann M, Xu W, Rhodin H, Zollhöfer M, Pons-Moll G, Theobalt C (2019)
In: Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Brox T, Bruhn A, Fritz M (Eds); Lecture Notes in Computer Science. Cham: Springer International Publishing: 335-348.

Sammelwerksbeitrag | Veröffentlicht | Englisch
 
Download
Es wurden keine Dateien hochgeladen. Nur Publikationsnachweis!
Autor*in
Habermann, Marc; Xu, Weipeng; Rhodin, HelgeUniBi ; Zollhöfer, Michael; Pons-Moll, Gerard; Theobalt, Christian
Herausgeber*in
Brox, Thomas; Bruhn, Andrés; Fritz, Mario
Abstract / Bemerkung
We propose an efficient method for non-rigid surface tracking from monocular RGB videos. Given a video and a template mesh, our algorithm sequentially registers the template non-rigidly to each frame. We formulate the per-frame registration as an optimization problem that includes a novel texture term specifically tailored towards tracking objects with uniform texture but fine-scale structure, such as the regular micro-structural patterns of fabric. Our texture term exploits the orientation information in the micro-structures of the objects, e.g., the yarn patterns of fabrics. This enables us to accurately track uniformly colored materials that have these high frequency micro-structures, for which traditional photometric terms are usually less effective. The results demonstrate the effectiveness of our method on both general textured non-rigid objects and monochromatic fabrics.
Erscheinungsjahr
2019
Buchtitel
Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings
Serientitel
Lecture Notes in Computer Science
Seite(n)
335-348
ISBN
978-3-030-12938-5
eISBN
978-3-030-12939-2
ISSN
0302-9743
eISSN
1611-3349
Page URI
https://pub.uni-bielefeld.de/record/2991926

Zitieren

Habermann M, Xu W, Rhodin H, Zollhöfer M, Pons-Moll G, Theobalt C. NRST: Non-rigid Surface Tracking from Monocular Video. In: Brox T, Bruhn A, Fritz M, eds. Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2019: 335-348.
Habermann, M., Xu, W., Rhodin, H., Zollhöfer, M., Pons-Moll, G., & Theobalt, C. (2019). NRST: Non-rigid Surface Tracking from Monocular Video. In T. Brox, A. Bruhn, & M. Fritz (Eds.), Lecture Notes in Computer Science. Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings (pp. 335-348). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-12939-2_23
Habermann, Marc, Xu, Weipeng, Rhodin, Helge, Zollhöfer, Michael, Pons-Moll, Gerard, and Theobalt, Christian. 2019. “NRST: Non-rigid Surface Tracking from Monocular Video”. In Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings, ed. Thomas Brox, Andrés Bruhn, and Mario Fritz, 335-348. Lecture Notes in Computer Science. Cham: Springer International Publishing.
Habermann, M., Xu, W., Rhodin, H., Zollhöfer, M., Pons-Moll, G., and Theobalt, C. (2019). “NRST: Non-rigid Surface Tracking from Monocular Video” in Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings, Brox, T., Bruhn, A., and Fritz, M. eds. Lecture Notes in Computer Science (Cham: Springer International Publishing), 335-348.
Habermann, M., et al., 2019. NRST: Non-rigid Surface Tracking from Monocular Video. In T. Brox, A. Bruhn, & M. Fritz, eds. Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing, pp. 335-348.
M. Habermann, et al., “NRST: Non-rigid Surface Tracking from Monocular Video”, Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings, T. Brox, A. Bruhn, and M. Fritz, eds., Lecture Notes in Computer Science, Cham: Springer International Publishing, 2019, pp.335-348.
Habermann, M., Xu, W., Rhodin, H., Zollhöfer, M., Pons-Moll, G., Theobalt, C.: NRST: Non-rigid Surface Tracking from Monocular Video. In: Brox, T., Bruhn, A., and Fritz, M. (eds.) Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Lecture Notes in Computer Science. p. 335-348. Springer International Publishing, Cham (2019).
Habermann, Marc, Xu, Weipeng, Rhodin, Helge, Zollhöfer, Michael, Pons-Moll, Gerard, and Theobalt, Christian. “NRST: Non-rigid Surface Tracking from Monocular Video”. Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Ed. Thomas Brox, Andrés Bruhn, and Mario Fritz. Cham: Springer International Publishing, 2019. Lecture Notes in Computer Science. 335-348.

Link(s) zu Volltext(en)
Access Level
OA Open Access

Export

Markieren/ Markierung löschen
Markierte Publikationen

Open Data PUB

Suchen in

Google Scholar
ISBN Suche