Video super-resolution method using deformable convolution-based alignment network

Y Lee, S Cho, D Jun - Sensors, 2022 - mdpi.com
With the advancement of sensors, image and video processing have developed for use in
the visual sensing area. Among them, video super-resolution (VSR) aims to reconstruct high …

Artificial Intelligence for Multimedia Signal Processing

BG Kim, DS Jun - Applied Sciences, 2022 - mdpi.com
At the ImageNet Large Scale Visual Re-Conversion Challenge (ILSVRC), a 2012 global
image recognition contest, the University of Toronto Supervision team led by Prof. Geoffrey …

얼굴영역화질향상을위한Dual Branch 기반초해상화방법

조동건, 권근영, 이유호, 윤국진, 정원식, 전동산… - 멀티미디어학회 …, 2023 - dbpia.co.kr
Because high-quality facial images have an effect on face detection and recognition areas,
the quality improvements of the poor facial areas are essential to raise the accuracy of those …

깊이별분리가능U-Net 을이용한아틀라스비디오초해상화방법

이유호, 윤국진, 정원식, 전동산, 서정일 - 멀티미디어학회논문지, 2023 - dbpia.co.kr
As high quality media demand, deep learning based super-resolution methods have shown
the visual performance improvements to create high resolution (HR) videos from low …