DOI number:10.1109/TMM.2020.2987706
Affiliation of Author(s):杭州国际创新研究院
Journal:IEEE Transactions on Multimedia
Place of Publication:美国
Key Words:depth map enhancement; depth super-resolution; guided filtering; affine transformation; deep learning
Abstract:提出频率相关的深度图增强方法，通过深度引导的仿射变换过滤无关强度特征，并利用强度信息迭代细化深度特征。方法结合稠密连接、残差学习及由粗到细的多频段优化，在无噪声和含噪场景下均提升了深度图超分辨率性能。
Note:Early Access日期为2020-04-16；正式卷册出版年为2021年。
Co-author:Yuming Fang, Ping An, Xiwu Shang, Junnan Yang
First Author:Yifan Zuo
Indexed by:Journal paper
Document Code:9069434
Discipline:工学
First-Level Discipline:Computer Science and Technology
Document Type:SCI
Volume:23
Page Number:772-783
ISSN No.:1520-9210; 1941-0077
Translation or Not:no
Date of Publication:2020-04-16