One-shot viewpoint invariance in matching novel objects

Citation
I. Biederman et M. Bar, One-shot viewpoint invariance in matching novel objects, VISION RES, 39(17), 1999, pp. 2885-2899
Citations number
33
Categorie Soggetti
da verificare
Journal title
VISION RESEARCH
ISSN journal
00426989 → ACNP
Volume
39
Issue
17
Year of publication
1999
Pages
2885 - 2899
Database
ISI
SICI code
0042-6989(199908)39:17<2885:OVIIMN>2.0.ZU;2-N
Abstract
Humans often evidence little difficulty at recognizing objects from arbitra ry orientations in depth. According to one class of theories, this competen ce is based on generalization from templates specified by metric properties (MPs), that were learned for the various orientations. An alternative clas s of theories assumes that non-accidental properties (NAPs) might be exploi ted so that even novel objects can be recognized under depth rotation. Afte r scaling MP and NAP differences so that they were equally detectable when the objects were at the same orientation in depth, the present investigatio n assessed the effects of rotation on same-different judgments for matching novel objects. Judgments of a sequential pair of images of novel objects, when rendered from different viewpoints, revealed relatively low costs when the objects differed in a NAP of a single part, i.e. a geon. However, rota tion dramatically reduced the detectability of MP differences to a level we ll below that expected by chance. NAPs offer a striking advantage over MPs for object classification and are therefore more likely to play a central r ole in the representation of objects. (C) 1999 Elsevier Science Ltd. All ri ghts reserved.