26.《GMCNN:Image inpainting via generative mulit-column convolutional neural networks》(NeurIPS 2018) 33.《PICNet:Pluralistic image completion》(CVPR 2019) 1、题目 《SEAN: Image Synthesis with Semantic Region-Adaptive Normalization》 Computer Vision and Pattern Recognition CVPR 2020, Oral 作者: 论文地址...
论文链接:Semantic Image Synthesis with Spatially-Adaptive Normalization 摘要 本文提出一种去归一化的方法,给网络输入带标签的语义分割图,输出合成的逼真图像。 介绍 条件图像合成是指根据特定的输入数据生成逼真图像的任务。开创性的工作通过从单张图像或图像集合中提取图像块来生成输出图像。较新的方法直接使用神经网...
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs(Pix2PixHD) 1. Introduction 本文也是GAN的经典文章之一,也称作Pix2PixHD。针对Pix2Pix为代表的的Conditional GAN在语义图像生成上存在的生成结果分辨率和真实度比较低的问题,本文用了一种新的对抗损失,并用多尺度的生成器和判别器...
《High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs》论文笔记,程序员大本营,技术文章内容聚合第一站。
Lung CT image synthesis using GANs segmentation maps; and the conditional generative adversarial network (cCGAN) approach that was implemented with additional semantic labels in the generation ... J Mendes,T Pereira,F Silva,... - 《Expert Systems with Application》 被引量: 0发表: 2023年 Towards...
We propose HifiHead, a high fidelity neural talking head synthesis method, which can well preserve the source image's appearance and control the motion (e... F Zhu,J Zhu,W Chu,... 被引量: 0发表: 2022年 Dental image synthesis using generative adversarial networks with semantic activation bl...
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, and Bryan Catanzaro. "High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs", in CVPR, 2018. 摘要: 我们提出了一个新方法,使用CGANs从语义标签图生成高分辨率的逼真图像。CGANs已经被应用在多种场景,但是其结...
【图像合成】Semantic Image Synthesis with Spatially-Adaptive Normalization #开源论文# #CVPR 2019# 本文是UC Berkeley、英伟达和MIT发表于CVPR 2019的工作。采用英伟达官网的介绍就是,GauGAN可以为从建筑师...
TICS: text–image-based semantic CAPTCHA synthesis via multi-condition adversarial learningText–image-based CAPTCHAsecurity mechanism... H Dong,S Yu,C Wu,... 被引量: 0发表: 2017年 End-to-end Adversarial Retinal Image Synthesis In medical image analysis applications, the availability of the larg...
14, NO. 8, AUGUST 2015 1Semantic Object Accuracy forGenerative Text-to-Image SynthesisTobias Hinz, Stefan Heinrich, and Stefan WermterAbstract —Generative adversarial networks conditioned on textual image descriptions are capable of generating realistic-looking images.However, current methods still ...