CVFX Lecture 11: Feature evaluation and use
3,651 views · Published 27 February 2014 · 39:02 · Indexed 25 September 2026
Channel: Rich Radke · 2014 · Education
ECSE-6969 Computer Vision for Visual Effects Rich Radke, Rensselaer Polytechnic Institute Lecture 11: Feature evaluation and use (2/27/14) 0:00:15 Detector and descriptor combinations 0:02:49 Feature evaluation: repeatability 0:08:09 Feature evaluation: matchability 0:13:35 Color features 0:15:45 Artificial features (tags) 0:26:55 Artificial features (3D structures) 0:30:18 Features in TV and movies 0:33:33 Features in consumer electronics (e.g., smartphones) Follows Sections 4.3-4.5 of the textbook. http://cvfxbook.com Key references: K. Mikolajczyk, T. Tuytelaars, C. Schmid, A. Zisserman, J. Matas, F. Schaffalitzky, T. Kadir, and L. Van Gool. A comparison of affine region detectors. International Journal of Computer Vision, 65(1):43--72, Nov. 2005. http://dx.doi.org/10.1007/s11263-005-3848-x K. Mikolajczyk and C. Schmid. A performance evaluation of local descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 27(10):1615--30, Oct. 2005. http://dx.doi.org/10.1109/TPAMI.2005.188 M. Fiala. Designing highly reliable fiducial markers. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(7):1317--24, July 2010. http://dx.doi.org/10.1109/TPAMI.2009.146 See also: http://gizmodo.com/amazon-flow-is-the-wonderful-future-of-shopping-from-yo-1516828089 https://www.google.com/atap/projecttango/
