光学学报, 2019, 39 (3): 0310002, 网络出版: 2019-05-10   

结合人眼微动的新型非经典感受野模型 下载: 640次

Novel Non-Classical Receptive Field Model Combined with Human Eye Fretting
作者单位
1 燕山大学信息科学与工程学院, 河北 秦皇岛 066004
2 燕山大学河北省软件工程重点实验室, 河北 秦皇岛 066004
摘要
基于眼球微动机理,提出了一种结合静态、动态机理的贴近非经典感受野的模型。该模型以感受野轴两侧的两个半椭圆环为非经典感受野抑制区,并在其中设立子区域。通过抑制方向角度模拟微动,结合抑制权值与图像亮度特征,得到最后能量值。研究结果表明,利用该模型提取目标轮廓时,可较好地抑制背景纹理,保留较多轮廓,相比于传统模型有较好的效果。
Abstract
Based on the mechanism of eyeball fretting, a model combining with the static and dynamic mechanisms is proposed, which is close to the non-classical receptive field model. In this model, two semi-elliptical rings on both sides of the receptive field axis are regarded as the non-classical receptive field suppression areas and the sub-regions are established as well. The fretting is simulated by suppressing the direction angle, and the final energy value is obtained by combining the suppression weight and the luminance features of the image. The experimental results show that using the proposed model to extract the target contours can restrain the background texture well and retain more contours, which is better than that of the traditional model.

窦燕, 康锦华, 王丽盼. 结合人眼微动的新型非经典感受野模型[J]. 光学学报, 2019, 39(3): 0310002. Yan Dou, Jinhua Kang, Lipan Wang. Novel Non-Classical Receptive Field Model Combined with Human Eye Fretting[J]. Acta Optica Sinica, 2019, 39(3): 0310002.

本文已被 1 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!