首页> 外文会议>ICONIP 2008;International conference on advances in neuro-information processing >Robust Detection of Medial-Axis by Onset Synchronization of Border-Ownership Selective Cells and Shape Reconstruction from Its Medial-Axis
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Robust Detection of Medial-Axis by Onset Synchronization of Border-Ownership Selective Cells and Shape Reconstruction from Its Medial-Axis

机译:通过边界所有权选择单元格的开始同步和从其中间轴的形状重构来稳定地检测中间轴

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There is little understanding on representation and reconstruction of object shape in the cortex. Physiological studies with macaque suggested that neurons in VI respond to Medial-Axis (MA). We investigated whether (1) early visual areas could provide basis for MA representation, and (2) we could reconstruct the original shape from its MA, with a physiologically realistic computational model consisting of early- to intermediate-level visual areas. Assuming the synchronization of border-ownership selective cells at stimulus onset, our model was capable of detecting MA, indicating that early visual area could provide basis for MA representation. Furthermore, we propose a physiologically plausible reconstruction algorithm with the summation of distinct gaussians.
机译:对皮层中物体形状的表示和重构知之甚少。猕猴的生理研究表明,VI中的神经元对内侧轴(MA)有反应。我们调查了(1)早期视觉区域是否可以为MA表示提供基础,以及(2)我们可以使用由早期到中级视觉区域组成的生理逼真的计算模型,从其MA重构原始形状。假设刺激发生时边界所有权选择细胞的同步,我们的模型能够检测到MA,这表明早期的视觉区域可以为MA表示提供基础。此外,我们提出了生理上合理的重建算法,将不同的高斯相加。

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