Výsledky vyhledávání - Generative Adversarial Networks in Image Processing

Photo-realistic photo synthesis using improved conditional generative adversarial networks Autor Mandara Kirimanjeshwara, Raghavendra Shetty, Prasad, Sarappadi Narasimha

“… In this study, we adopt the perspective that this is an image-to-image translation issue and investigate the usage of the well-known enhanced pix2pix generative adversarial networks (GANs…”
Získat plný text

Deep Correlation Multimodal Neural Style Transfer Autor Nguyen Quang Tuyen, Son Nguyen, Tae Jong Choi, Vinh Quang Dinh

Získat plný text

Generative Adversarial Networks in Medical Image Processing Autor Gong, Meiqin, Chen, Siyu, Chen, Qingyuan, Zeng, Yuanqi, Zhang, Yongqing

“…The emergence of generative adversarial networks (GANs) has provided new technology and framework for the application of medical images…”
Zjistit podrobnosti o přístupu

Image clearness processing for image restoration based on generative adversarial networks Autor Wang, Xin, E, Na, Yang, Jingbo

“…, and historical document restoration. However, with the advancements in generative adversarial networks, existing technologies are no longer sufficient to meet the high-definition requirements of image restoration…”
Získat plný text

Generative Adversarial Networks (GANs) for Medical Image Processing: Recent Advancements Autor Ali, Mohd, Ali, Mehboob, Hussain, Mubashir, Koundal, Deepika

“…Generative Adversarial Networks (GANs) constitute an advanced category of deep learning models that have significantly transformed the domain of generative modelling…”
Získat plný text

Image-Scene Transformation Based on Generative Adversarial Networks Autor LUO Siqing, CHEN Hui

“… world.One feasible way is to use Generative Adversarial Networks(GAN) to convert the scenes in the images without a pair of data…”
Získat plný text

MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks Autor Xu, Han, Ma, Jiayi, Zhang, Xiao-Ping

“…In this paper, we present an end-to-end architecture for multi-exposure image fusion based on generative adversarial networks, termed as MEF-GAN…”
Získat plný text

Medical Image Processing based on Generative Adversarial Networks: A Systematic Review Autor Liu, Jun, Li, Kunqi, Dong, Hua, Han, Yuanyuan, Li, Rihui

“…Generative adversarial networks (GANs) have demonstrated superior data generation capabilities compared to other methods, making them popular for use in medical image applications…”
Zjistit podrobnosti o přístupu

Underwater image enhancement based on conditional generative adversarial network Autor Yang, Miao, Hu, Ke, Du, Yixiang, Wei, Zhiqiang, Sheng, Zhibin, Hu, Jintong

“… In this paper, we solve this problem based on a conditional generative adversarial network…”
Získat plný text

A Comparative Study of Generative Adversarial Networks in Medical Image Processing Autor Abdulqader, Marwa Mahfodh, Abdulazeez, Adnan Mohsin

“…The rapid development of Generative Adversarial Networks (GANs) has transformed medical image processing, enabling realistic image synthesis, augmentation, and restoration…”
Získat plný text

Layout-to-Image Translation With Double Pooling Generative Adversarial Networks Autor Tang, Hao, Sebe, Nicu

“…In this paper, we address the task of layout-to-image translation, which aims to translate an input semantic layout to a realistic image…”
Získat plný text

Towards Unsupervised Deep Image Enhancement With Generative Adversarial Network Autor Ni, Zhangkai, Yang, Wenhan, Wang, Shiqi, Ma, Lin, Kwong, Sam

“… In this paper, we present an unsupervised image enhancement generative adversarial network (UEGAN), which learns the corresponding image-to-image mapping from a set…”
Získat plný text

Digital Image Processing (DIP) and Generative Adversarial Networks (GANs) Techniques for Improvement Low-Resolution Face Recognition Autor Kurnia, Dian Ade, Mohd, Othman, Abdollah, Mohd Faizal, Sudrajat, Dadang, Efendi, Dwi Marisa, Rahmatullah, Sidik

“…) and Generative Adversarial Networks (GANs). Recent advances in facial recognition have achieved high accuracy, although predominantly for high-resolution images…”
Získat plný text

Generative Adversarial Networks in Digital Pathology and Histopathological Image Processing: A Review Autor Jose, Laya, Liu, Sidong, Russo, Carlo, Nadort, Annemarie, Di Ieva, Antonio

“… Generative adversarial networks (GANs) are a recent development in the field of artificial intelligence and since their inception, have boosted considerable interest in digital pathology…”
Získat plný text

Generative Adversarial Networks in Medical Image augmentation: A review Autor Chen, Yizhou, Yang, Xu-Hua, Wei, Zihan, Heidari, Ali Asghar, Zheng, Nenggan, Li, Zhicheng, Chen, Huiling, Hu, Haigen, Zhou, Qianwei, Guan, Qiu

“… Generative Adversarial Networks (GANs) have attracted attention in medical image processing due to their excellent image generation capabilities and have been widely used in data augmentation…”
Získat plný text

Disguise of Steganography Behaviour: Steganography Using Image Processing with Generative Adversarial Network Autor Li, Mingjie, Wang, Zichi, Song, Haoxian, Liu, Yong

“…, histogram equalization and sharpening). Firstly, an image processing model is trained using DCGAN and WGAN-GP, which is used to generate the images processed by normal operations…”
Získat plný text

Few-shot image generation based on meta-learning and generative adversarial network Autor Gu, Bowen, Zhai, Junhai

“…Generative adversarial network (GAN) learns the latent distribution of samples through the adversarial training between discriminator and generator, then uses the learned probability distribution to generate realistic samples…”
Získat plný text

Joint image-to-image translation with denoising using enhanced generative adversarial networks Autor Yan, Lan, Zheng, Wenbo, Wang, Fei-Yue, Gou, Chao

“…Impressive progress has been made recently in image-to-image translation using generative adversarial networks (GANs…”
Získat plný text

Single‐image snow removal algorithm based on generative adversarial networks Autor Zhang, Zhijia, Wu, Sinan, Wang, Shixian

“… Based on this, the authors propose an effective Generative Adversarial Network (GAN) snow removal algorithm for single images to solve the snow removal failure problem caused by irregular snow particles and snow streaks…”
Získat plný text

TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network Autor Rao, Dongyu, Xu, Tianyang, Wu, Xiao-Jun

“…The end-to-end image fusion framework has achieved promising performance, with dedicated convolutional networks aggregating the multi-modal local appearance…”
Získat plný text