High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 9387 - 9395
• Main Authors: Liang, Jie, Zeng, Hui, Zhang, Lei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2021
• Subjects: Graphics processing units; Image color analysis; Image resolution; Laplace equations; Lighting; Real-time systems; Visualization

Existing image-to-image translation (I2IT) methods are either constrained to low-resolution images or long inference time due to their heavy computational burden on the convolution of high-resolution feature maps. In this paper, we focus on speeding-up the high-resolution photorealistic I2IT tasks b...