Searchgenerative adversarial networksreturned 18 results

---

1

Engan: enhancement generative adversarial network in medical image segmentation

EnGAN：医学图像分割中的增强生成对抗网络

Deng Erqiang

Qin Zhen

Zhu guosong

medical image segmentation

image enhancement

domain transfer

domain migration

generative adversarial networks

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.08.0509

2

Generative adversarial network recommendation based on reverse extension enhancement

基于反向延长增强的对抗生成网络推荐算法

Zhang Wenlong

Sun Fuzhen

Wu Xiangshuai

Li Pengcheng

Wang Shaoqing

recommendation system

reverse extension enhancement

generative adversarial networks

sequential recommendation

self-attention networks

Accepted Paper No. 7, 2024 : doi:10.19734/j.issn.1001-3695.2023.11.0548

3

TCSNGAN: image generation model based on Transformer and CNN with spectral normalization

TCSNGAN:基于Transformer和谱归一化CNN的图像生成模型

Qian Huimin

Mao Qiuling

Chen Shi

Han Yixing

Lyu Benjie

generative adversarial networks

image generation

Transformer

Lipschitz discriminator

No. 4, 2024 : 1221-1227 doi:10.19734/j.issn.1001-3695.2023.07.0357

4

Multi-scale audio sequence generation method based on generative adversarial networks and feature fusion

基于生成对抗网络与特征融合的多尺度音频序列生成方法

Xu Huajie

Zhang Bo

audio sequence generation

generative adversarial network

semi-supervised learning

feature fusion

No. 9, 2023 : 2770-2774 doi:10.19734/j.issn.1001-3695.2023.01.0018

5

Face image super-resolution fusing with high-frequency filtering and artifact loss

融合高频滤波和伪影损失的人脸超分辨率重建

Sun Hong

Song Donghao

Chen Yujuan

high-frequency filtering

artifact loss

adaptive residual

generative adversarial networks

No. 6, 2023 : 1906-1911 doi:10.19734/j.issn.1001-3695.2022.09.0489

6

Review of research on improvement and application of generative adversarial networks

生成对抗网络改进角度与应用研究综述

Zhang Bin

Zhou Yuechuan

Zhang Min

Li Jia

Zhang Jianxun

Guo Zhigang

generative adversarial network

image generation

image translation

generative model

No. 3, 2023 : 649-658 doi:10.19734/j.issn.1001-3695.2022.08.0410

7

MMMGAN:maximizing middle modes and minor modes in generative adversarial networks

最大化中心模式和微小模式生成对抗网络

Sun Zhiwei

Ma Tao

Zhao Tingting

Yan Xiaoning

Xu Nenghua

image synthesis

middle mode

minor mode

mode collapse

deep learning

No. 12, 2022 : 3815-3819 doi:10.19734/j.issn.1001-3695.2022.03.0160

8

Research on freehand sketch to image translation based on generative adversarial networks

基于GAN的手绘草图图像翻译研究综述

Wang Jianxin

Shi Yingjie

Liu Hao

Huang Haiqiao

Du Fang

freehand sketch

image to image translation

generative adversarial network(GAN)

image synthesis

disentanglement

No. 8, 2022 : 2249-2256 doi:10.19734/j.issn.1001-3695.2022.01.0027

9

Cross-view gait recognition based on two-channel cycle consistency GAN

基于双通道循环一致性GAN的跨视角步态识别研究

Wang Yu

Xia Yi

generative adversarial networks

cross-view gait recognition

cross-view image converting

gait energy image

No. 1, 2022 : 259-264 doi:10.19734/j.issn.1001-3695.2021.05.0202

10

Adversarial learning method for weakly supervised semantic segmentation

弱监督语义分割的对抗学习方法

Luo Huilan

Chen Hu

weak supervised semantic segmentation

generative adversarial networks

class activation map

self-supervised equivariant attention mechanism

No. 10, 2021 : 3196-3200 doi:10.19734/j.issn.1001-3695.2020.11.0433

11

Method of single image blind deblurring based on multi scale residual generative adversarial networks

基于多尺度残差生成对抗网络的单图像盲去运动模糊方法

Chen Qiaosong

Sui Xiaoxu

Guan Yangjun

Fan Jinsong

Deng Xin

Wang Jin

image blind deblurring

granular residual block

generative adversarial networks

No. 3, 2021 : 919-922 doi:10.19734/j.issn.1001-3695.2019.12.0695

12

Research on bearing fault diagnosis based on WGAN and GAPCNN under imbalance of data

数据失衡下基于WGAN和GAPCNN的轴承故障诊断研究

Xue Zhenze

Man Junfeng

Peng Cheng

Deng He

fault diagnosis

deep learning

rolling bearing

generative adversarial networks

convolution neural network

No. 12, 2020 : 3681-3685 doi:10.19734/j.issn.1001-3695.2019.07.0555

13

Unsupervised image style transfer based on image mask

基于图像蒙板的无监督图像风格迁移

Kong Lengrui

Teng Shaohua

image style transfer

generative adversarial networks

unsupervised learning

image mask

deep learning

No. 8, 2020 : 2552-2555 doi:10.19734/j.issn.1001-3695.2019.03.0093

14

Alzheimer’s disease classification algorithm based on DCGAN and LSTM

结合DCGAN与LSTM的阿兹海默症分类算法

Lin Ying

He Xiaofeng

Chen Lingna

Chen Junxi

Alzheimer's disease(AD)

deep convolutional generative adversarial networks(DCGAN)

long short-term memory(LSTM)

unsupervised

No. 5, 2020 : 1574-1577 doi:10.19734/j.issn.1001-3695.2018.10.0853

15

Survey of single image super resolution based on deep learning

基于深度学习的单图像超分辨率重建研究综述

Nan Fangzhe

Qian Yurong

Xing Yanni

Zhao Jingxia

single image super-resolution reconstruction(SISR)

deep learning(DL)

DenseNet

generative adversarial networks

No. 2, 2020 : 321-326 doi:10.19734/j.issn.1001-3695.2018.10.0610

16

Occluded facial expression recognition based on generative adversarial networks

基于生成对抗网络的遮挡表情识别

Wang Suqin

Gao Yudou

Zhang Jiaqi

facial expression recognition

partial occlusion

face completion

generative adversarial network

convolutional neural network

No. 10, 2019 : 3112-3115,3120 doi:10.19734/j.issn.1001-3695.2018.06.0360

17

Chinese fonts style transfer based on generative adversarial networks

基于生成式对抗网络的中文字体风格迁移

Teng Shaohua

Kong Lengrui

style transfer

generative adversarial networks(GAN)

convolutional neural networks

residual networks

deep learning

No. 10, 2019 : 3164-3167 doi:10.19734/j.issn.1001-3695.2018.04.0330

18

Colorization of manga sketch based on conditional generative adversarial networks

基于条件生成对抗网络的漫画手绘图上色方法

Liang Peijun

Liu Yijun

manga

sketch

colorization

deep learning

conditional generative adversarial network(CGAN)

No. 1, 2019 : 308-311 doi:10.19734/j.issn.1001-3695.2017.07.0891