OverallNet: Scale-Arbitrary Lightweight SR Model for handling 360° Panoramic Images
Dongsik Yoon, Jongeun Kim, Seonggeun Song, Yejin Lee, Gunhee Lee · 2024
Estimating room layouts from 360 • panoramic images is an essential task in computer vision, enhancing 3D scene understanding from 2D images.To achieve and handle high-quality panoramas necessitates a Super-Resolution (SR) technique that is both light and capable of arbitrary-scale SR, optimized for efficient inference.In this study, we propose a simple model that employs a modular arbitrary-scale technique.Additionally, our model incorporates quantization to maximize efficiency during user inference, making it well-suited for processing high-quality panoramic images.