MSDBPN: multi-column smoothed dilated convolution based back projection network for stereo image super-resolution

• Published in: Pattern analysis and applications : PAA Vol. 28; no. 2
• Main Authors: Zhou, Zihao, Wang, Yongfang, Lian, Junjie
• Format: Journal Article
• Language: English
• Published: London Springer London 01.06.2025; Springer Nature B.V
• Subjects: Computer Science; Convolution; Error correction; Image reconstruction; Image resolution; Original Article; Parallax; Pattern Recognition; Smoothed dilation convolution; Super-resolution; Deep back projection; Stereo image processing

Fully exploiting the parallax information of stereo images for super-resolution (SR) can obtain remarkable performance. The most challenging issue for stereo image SR is how to capture complementary correlation information between the stereo image pair to accurately guide reconstruction. In this pap...