从运动中解读非刚性形状变换的感知偏差

Vision Pub Date : 2024-07-04 DOI:10.3390/vision8030043
Ryne Choi, Jacob Feldman, Manish Singh
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引用次数: 0

摘要

从运动中感知三维形状的现有研究大多集中在刚性运动物体上。然而,许多自然物体会发生非刚性变形,从而导致图像运动时没有刚性解释。我们研究了从运动中感知非刚性形状解释的潜在偏差。我们向观察者展示了符合两种质的不同解释的刺激物。观察者看到的是一个由两部分组成的三维物体,当整个物体前后旋转时,较小部分的长度会发生动态变化。在两个实验中,我们研究了对部分非刚性长度变化的错误感知(即感知上的重新解释)。在实验 1 中,观察者将这种长度变化误认为是部件方向的变化(即较小的部件被视为相对于较大部件的铰接)。在实验 2 中,除了在图像中可以看到部件的轮廓外,刺激物与实验 1 类似。在这里,非刚性的长度变化被重新解释为一个刚性连接的部分相对于较大部分具有一个 "虚幻的 "非正交水平角度。我们建立了一个模型,其中包含了这种感知上的重新解释,并能预测观察者的数据。我们提出,视觉系统可能偏向于对非刚性运动进行部分刚性解释,这可能是由于人类和其他动物的运动具有生态学意义,它们通常受限于近似部分刚性运动。也就是说,并非所有的非刚性变形都是一样的:视觉系统的先验预期可能会使系统偏向于从生物上看似合理的形状变换角度来解释运动。
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Perceptual Biases in the Interpretation of Non-Rigid Shape Transformations from Motion
Most existing research on the perception of 3D shape from motion has focused on rigidly moving objects. However, many natural objects deform non-rigidly, leading to image motion with no rigid interpretation. We investigated potential biases underlying the perception of non-rigid shape interpretations from motion. We presented observers with stimuli that were consistent with two qualitatively different interpretations. Observers were shown a two-part 3D object with the smaller part changing in length dynamically as the whole object rotated back and forth. In two experiments, we studied the misperception (i.e., perceptual reinterpretation) of the non-rigid length change to a part. In Experiment 1, observers misperceived this length change as a part orientation change (i.e., the smaller part was seen as articulating with respect to the larger part). In Experiment 2, the stimuli were similar, except the silhouette of the part was visible in the image. Here, the non-rigid length change was reinterpreted as a rigidly attached part with an “illusory” non-orthogonal horizontal angle relative to the larger part. We developed a model that incorporated this perceptual reinterpretation and could predict observer data. We propose that the visual system may be biased towards part-wise rigid interpretations of non-rigid motion, likely due to the ecological significance of movements of humans and other animals, which are generally constrained to move approximately part-wise rigidly. That is, not all non-rigid deformations are created equal: the visual systems’ prior expectations may bias the system to interpret motion in terms of biologically plausible shape transformations.
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