Cargando…

A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation

This paper proposes a new generative adversarial network for infrared and visible image fusion based on semantic segmentation (SSGAN), which can consider not only the low-level features of infrared and visible images, but also the high-level semantic information. Source images can be divided into fo...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hou, Jilei, Zhang, Dazhi, Wu, Wei, Ma, Jiayi, Zhou, Huabing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004063/ https://www.ncbi.nlm.nih.gov/pubmed/33801048 http://dx.doi.org/10.3390/e23030376

Ejemplares similares

MJ-GAN: Generative Adversarial Network with Multi-Grained Feature Extraction and Joint Attention Fusion for Infrared and Visible Image Fusion
por: Yang, Danqing, et al.
Publicado: (2023)

Real-Time Semantics-Driven Infrared and Visible Image Fusion Network
por: Zheng, Binhao, et al.
Publicado: (2023)

A Novel Infrared and Visible Image Fusion Approach Based on Adversarial Neural Network
por: Chen, Xianglong, et al.
Publicado: (2021)

Infrared-Visible Image Fusion Based on Semantic Guidance and Visual Perception
por: Chen, Xiaoyu, et al.
Publicado: (2022)

Airborne Infrared and Visible Image Fusion Combined with Region Segmentation
por: Zuo, Yujia, et al.
Publicado: (2017)

Semantic Image Inpainting with Multi-Stage Feature Reasoning Generative Adversarial Network
por: Li, Guangyao, et al.
Publicado: (2022)

Multi-Focus Image Fusion Based on Multi-Scale Generative Adversarial Network
por: Ma, Xiaole, et al.
Publicado: (2022)

Generative adversarial networks for image generation
por: Mao, Xudong, et al.
Publicado: (2021)

Feature-enhanced adversarial semi-supervised semantic segmentation network for pulmonary embolism annotation
por: Cheng, Ting-Wei, et al.
Publicado: (2023)

DRSNFuse: Deep Residual Shrinkage Network for Infrared and Visible Image Fusion
por: Wang, Hongfeng, et al.
Publicado: (2022)

RADFNet: An infrared and visible image fusion framework based on distributed network
por: Feng, Siling, et al.
Publicado: (2023)

FDNet: An end-to-end fusion decomposition network for infrared and visible images
por: Di, Jing, et al.
Publicado: (2023)

Generative adversarial networks based skin lesion segmentation
por: Innani, Shubham, et al.
Publicado: (2023)

Hippocampal subfields segmentation in brain MR images using generative adversarial networks
por: Shi, Yonggang, et al.
Publicado: (2019)

Generative multi-adversarial network for striking the right balance in abdominal image segmentation
por: Rezaei, Mina, et al.
Publicado: (2020)

Medical image fusion quality assessment based on conditional generative adversarial network
por: Tang, Lu, et al.
Publicado: (2022)

Beautification of images by generative adversarial networks
por: Music, Amar, et al.
Publicado: (2023)

Infrared and Visible Image Fusion Technology and Application: A Review
por: Ma, Weihong, et al.
Publicado: (2023)

TPFusion: Texture Preserving Fusion of Infrared and Visible Images via Dense Networks
por: Yang, Zhiguang, et al.
Publicado: (2022)

Infrared and Visible Image Fusion through Details Preservation
por: Liu, Yaochen, et al.
Publicado: (2019)

Multi-scale Fusion of Stretched Infrared and Visible Images
por: Jia, Weibin, et al.
Publicado: (2022)

Infrared and Visible Image Fusion with Significant Target Enhancement
por: Huo, Xing, et al.
Publicado: (2022)

Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey
por: Iqbal, Ahmed, et al.
Publicado: (2022)

Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks
por: Tang, Wei, et al.
Publicado: (2019)

Fusion of UAV-based infrared and visible images for thermal leakage map generation of building facades
por: Motayyeb, Soroush, et al.
Publicado: (2023)

Photoacoustic image synthesis with generative adversarial networks
por: Schellenberg, Melanie, et al.
Publicado: (2022)

A Multi-Stage Visible and Infrared Image Fusion Network Based on Attention Mechanism
por: Zheng, Xin, et al.
Publicado: (2022)

Infrared and Visible Image Fusion Method Using Salience Detection and Convolutional Neural Network
por: Wang, Zetian, et al.
Publicado: (2022)

Fusion of visible and infrared images using GE-WA model and VGG-19 network
por: Fan, Weiqiang, et al.
Publicado: (2023)

DSA-Net: Infrared and Visible Image Fusion via Dual-Stream Asymmetric Network
por: Yin, Ruyi, et al.
Publicado: (2023)

Semantic consistency generative adversarial network for cross-modality domain adaptation in ultrasound thyroid nodule classification
por: Zhao, Jun, et al.
Publicado: (2022)

Improvement of Multiparametric MR Image Segmentation by Augmenting the Data With Generative Adversarial Networks for Glioma Patients
por: Carver, Eric Nathan, et al.
Publicado: (2021)

Three-Dimensional Liver Image Segmentation Using Generative Adversarial Networks Based on Feature Restoration
por: He, Runnan, et al.
Publicado: (2022)

Infrared and Visible Image Fusion via Attention-Based Adaptive Feature Fusion
por: Wang, Lei, et al.
Publicado: (2023)

Exploration of Semantic Label Decomposition and Dataset Size in Semantic Indoor Scenes Synthesis via Optimized Residual Generative Adversarial Networks
por: Ibrahem, Hatem, et al.
Publicado: (2022)

Infrared and visible image fusion method of dual NSCT and PCNN
por: Wu, Chunming, et al.
Publicado: (2020)

Advanced Driving Assistance Based on the Fusion of Infrared and Visible Images
por: Gu, Yansong, et al.
Publicado: (2021)

Investigating the Performance of Generative Adversarial Networks for Prostate Tissue Detection and Segmentation
por: Cem Birbiri, Ufuk, et al.
Publicado: (2020)

Pavement Cracks Segmentation Algorithm Based on Conditional Generative Adversarial Network
por: Kang, Jie, et al.
Publicado: (2022)

A transformer-based generative adversarial network for brain tumor segmentation
por: Huang, Liqun, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_iipevdlajmnsl8brr0oufl4hdl