基于改进JSEG算法的图像触觉感知

Yang Wenzhen, Luo Jiali, Li Xin, Wu Xinli, Jiang Zhaona, Pan Zhigeng
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引用次数: 6

摘要

图像触觉交互是人与数字图像之间的一种新的交互方式,让用户通过触摸来了解数字图像。为了提高图像触觉感知的真实性,本文提出了一种基于图像区域特征的触觉感知模型。针对JSEG算法的过度分割和计算量大的现象,提出了一种改进的JSEG算法,该算法可以有效降低计算量,划分出更符合主观视觉判断的图像区域,可用于基于区域的图像触觉生成。实验结果表明,该算法能够正确区分图像区域,提高图像触觉感知的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image Tactile Perception with an Improved JSEG Algorithm
Image tactile interaction is a new interaction between human and digital images, allowing users to know digital images by touch. In order to improve the authenticity of image tactile perception, this paper proposes a tactile perception model based on image region features. Aiming at the phenomenon of over-partitioning and computational complexity of JSEG algorithm, we propose an improved JSEG algorithm, which can effectively reduce the computational complexity and divide the image areas which are more in line with the subjective visual judgment, and can be used for region-based image tactile generation. The experimental results show that the proposed algorithm can correctly distinguish the image area and improve the accuracy of image tactile perception.
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