数学学科Seminar第2517讲 基于样例的图像着色:从变分模型到深度结构

创建时间:  2023/11/01  龚惠英   浏览次数:   返回

报告题目 (Title):Exemplar-based Image Colorization: From Variational Model to Deep Architecture(基于样例的图像着色:从变分模型到深度结构)

报告人 (Speaker): 方发明 教授(华东师范大学)

报告时间 (Time):2023年11月1日(周三 ) 13:30

报告地点 (Place):校本部 F420

邀请人(Inviter):温智婕

主办部门:永利数学系

报告摘要: Exemplar-based image colorization refers to a computer-assisted process that adds colors to grayscale images. It is a challenging task since there is usually no one-to-one correspondence between color and local texture. Existing methods either perform poorly on some datasets or have strict requirements on reference images (content, position), which limits their practical application. In this talk, we will address such issue from the perspectives of variational method and deep learning architecture. Extensive experiments will also be displayed to demonstrate their superiority.

上一条:数学学科Seminar第2518讲 带边紧流形上$\sigma_{2}$曲率方程

下一条:数学学科Seminar第2516讲 求解广义鞍点问题HSS预处理子的一种有效变形


数学学科Seminar第2517讲 基于样例的图像着色:从变分模型到深度结构

创建时间:  2023/11/01  龚惠英   浏览次数:   返回

报告题目 (Title):Exemplar-based Image Colorization: From Variational Model to Deep Architecture(基于样例的图像着色:从变分模型到深度结构)

报告人 (Speaker): 方发明 教授(华东师范大学)

报告时间 (Time):2023年11月1日(周三 ) 13:30

报告地点 (Place):校本部 F420

邀请人(Inviter):温智婕

主办部门:永利数学系

报告摘要: Exemplar-based image colorization refers to a computer-assisted process that adds colors to grayscale images. It is a challenging task since there is usually no one-to-one correspondence between color and local texture. Existing methods either perform poorly on some datasets or have strict requirements on reference images (content, position), which limits their practical application. In this talk, we will address such issue from the perspectives of variational method and deep learning architecture. Extensive experiments will also be displayed to demonstrate their superiority.

上一条:数学学科Seminar第2518讲 带边紧流形上$\sigma_{2}$曲率方程

下一条:数学学科Seminar第2516讲 求解广义鞍点问题HSS预处理子的一种有效变形

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