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Minimally Supervised Acquisition of 3D Recognition Models from Cluttered Images (2001)  (Make Corrections)  (6 citations)
Andrea Selinger, Randal C. Nelson



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Abstract: Appearance-based object recognition systems rely on training from imagery, which allows the recognition of objects without requiring a 3D geometric model. It has been little explored whether such systems can be trained from imagery that is unlabeled, and whether they can be trained from imagery that is not trivially segmentable. (Update)

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BibTeX entry:   (Update)

A. Selinger and R. Nelson. Minimally Supervised Acquisition of 3D Recognition Models from Images. TR 724, Computer Science Dept., U. Rochester, 2000. http://citeseer.ist.psu.edu/article/selinger01minimally.html   More

@techreport{ selinger00minimally,
    author = "Andrea Selinger and Randal C. Nelson",
    title = "Minimally Supervised Acquisition of 3{D} Recognition Models from Images",
    number = "TR724",
    year = "2000",
    url = "citeseer.ist.psu.edu/article/selinger01minimally.html" }
Citations (may not include all citations):
1386   Snakes: Active contour models (context) - Kass, Witkin et al. - 1988
333   Visual learning and recognition of 3-d objects from appearan.. (context) - Murase, Nayar - 1995
166   A network that learns to recognize three-dimensional objects (context) - Poggio, Edelman - 1990
131   A fast algorithm for active contours and curvature estimatio.. (context) - Williams, Shah - 1992
97   Object matching using deformable templates (context) - Jain, Zhong et al. - 1996
90   Object recognition using multidimensional receptive eld hist.. - Schiele, Crowley - 1996
88   An active vision architecture based on iconic representation.. - Rao, Ballard - 1995
58   Unsupervised learning of models for recognition - Weber, Welling et al. - 2000
45   Combining greyvalue invariants with local constraints for ob.. (context) - Schmid, Mohr - 1996
38   Publications of the Mathematical Institute of the Hungarian .. (context) - Erdos, enyi et al. - 1960
28   Using dynamic programming for minimizing the energy of activ.. (context) - Amini, Tehrani et al. - 1988
25   and texture histogramming in a neurally-inspired approach to.. (context) - Mel, Combining et al. - 1997
19   Object recognition using appearance-based parts and relation.. - Huang, Camps et al. - 1997
17   A perceptual grouping hierarchy for appearance-based 3d obje.. - Selinger, Nelson - 1999
14   object recognition system (context) - Nelson, Selinger et al. - 1998
6   Clustering appearances of 2d objects - Basri, Roth et al. - 1998
6   Generic object detection using model based segmentation (context) - Wang, Ben-Arie - 1999
4   Phase transitions in high-dimensional pattern classication (context) - Hogg, Kephart - 1990
3   Unsupervised visual learning of three-dimensional objects us.. - Ando, Suzuki et al. - 1999
2   Automatic hierarchical classication of silhouettes of 3d obj.. (context) - Gdalyahu, Weinshall - 1998



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