Perceptual Mapping
Found 3 free book(s)ESRGAN: Enhanced Super-Resolution Generative Adversarial ...
openaccess.thecvf.comperceptual-quality aware manner based on [6]. The perceptual quality is judged by the non-reference measures of Ma’s score [27] and NIQE [30], i.e., perceptual index = 1 2((10 − Ma) + NIQE). A lower perceptual index represents a better perceptual quality. As shown in Fig. 2, the perception-distortion plane is divided into three
and Super-Resolution arXiv:1603.08155v1 [cs.CV] 27 Mar 2016
arxiv.orgPerceptual Losses for Real-Time Style Transfer and Super-Resolution 5 To address the shortcomings of per-pixel losses and allow our loss functions to better measure perceptual and semantic di erences between images, we draw inspiration from recent work that generates images via optimization [6,7,8,9,10].
Perceptual Generative Adversarial Networks for Small ...
openaccess.thecvf.comPerceptual Generative Adversarial Networks for Small Object Detection Jianan Li1 Xiaodan Liang2 Yunchao Wei3 Tingfa Xu1∗ Jiashi Feng 3 Shuicheng Yan3,4 1 Beijing Institute of Technology 2 CMU 3 National University of Singapore 4 360 AI Institute {20090964, ciom xtf1}@bit.edu.cn xiaodan1@cs.cmu.edu {eleweiyv, elefjia}@nus.edu.sg yanshuicheng@360.cn