How is bilateral symmetry of human faces used for recognition of novel views?
نویسندگان
چکیده
The role of bilateral symmetry in face recognition is investigated in two psychophysical experiments using a Same/Different paradigm. The results of Experiment 1 confirm the hypothesis that the ability to identify mirror symmetric patterns is used for viewpoint generalization by approximating the view symmetric to the learned view by its mirror reversed image. The results of Experiment 2 show that the match between this virtual view and the test image is performed directly between the images. Performance drops dramatically if the symmetry between the intensity patterns of the learning and the testing view is disturbed by an asymmetric illumination, although the symmetry between the spatial arrangement of high-level features is retained. Experimental results are discussed in terms of their relation to existing approaches to object recognition.
منابع مشابه
Generalization to Novel Views of Faces: Psychophysics and Models concerning the Role of Bilateral Symmetry
Human faces are approximately bilaterally symmetric. We study the ability to generalize to novel views of human faces focusing on the role of that symmetry. Our hypothesis is that the ability to identify mirror symmetric images is used for viewpoint generalization by approximating the symmetric view of a learned view by its mirror symmetric image. Two psychophysical experiments are performed us...
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عنوان ژورنال:
- Vision Research
دوره 38 شماره
صفحات -
تاریخ انتشار 1998