Výsledky vyhledávání - Multispectral image fusion by conventional autoencoder

Multispectral image fusion method based on edge chromatic aberration.

Autoři: Shi, Yida Qiu, Dongwei Wu, Runze a další

Zdroj: International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences; 2025, Vol. 48 Issue G-2025, p1331-1337, 7p

Self-supervised spectral super-resolution for a fast hyperspectral and multispectral image fusion.

Autoři: Rajaei, Arash Abiri, Ebrahim Helfroush, Mohammad Sadegh

Zdroj: Scientific Reports; 11/30/2024, Vol. 14 Issue 1, p1-15, 15p

Témata: ARTIFICIAL neural networks, IMAGE fusion, DEEP learning, REMOTE sensing, SOURCE code, MULTISPECTRAL imaging

An Unmixing-Based Multi-Attention GAN for Unsupervised Hyperspectral and Multispectral Image Fusion.

Autoři: Su, Lijuan Sui, Yuxiao Yuan, Yan

Zdroj: Remote Sensing; Feb2023, Vol. 15 Issue 4, p936, 22p

Témata: IMAGE fusion, MULTISPECTRAL imaging, GENERATIVE adversarial networks, HIGH resolution imaging, SPATIAL resolution

A Systematic Literature Review on Multimodal Image Fusion Models with Challenges and Future Research Trends.

Autoři: Ravi, Jampani Narmadha, R.

Zdroj: International Journal of Image & Graphics; Jul2025, Vol. 25 Issue 4, p1-33, 33p

A General Paradigm with Detail-Preserving Conditional Invertible Network for Image Fusion.

Autoři: Wang, Wu Deng, Liang-Jian Ran, Ran a další

Zdroj: International Journal of Computer Vision; Apr2024, Vol. 132 Issue 4, p1029-1054, 26p

Témata: IMAGE fusion, INFRARED imaging, MULTISPECTRAL imaging, BENCHMARK problems (Computer science), DEEP learning, REMOTE sensing

A model-guided deep convolutional sparse coding network for hyperspectral and multispectral image fusion.

Autoři: Khader, Abdolraheem Xiao, Liang Yang, Jingxiang

Zdroj: International Journal of Remote Sensing; Mar2022, Vol. 43 Issue 6, p2268-2295, 28p

Témata: MULTISPECTRAL imaging, IMAGE fusion, DEEP learning, LINEAR network coding, THRESHOLDING algorithms, HIGH resolution imaging, SYLVESTER matrix equations

Korporace: HARVARD University

Image Fusion in Remote Sensing: Conventional and Deep Learning Approaches.

Autoři: Azarang, Arian Kehtarnavaz, Nasser

Zdroj: Synthesis Lectures on Image, Video & Multimedia Processing; 2021, Vol. 10 Issue 1, pvi-81, 87p

Infrared and visible image fusion based on multi‐channel convolutional neural network.

Autoři: Wang, Hongmei An, Wenbo Li, Lin a další

Zdroj: IET Image Processing (Wiley-Blackwell); May2022, Vol. 16 Issue 6, p1575-1584, 10p

Témata: IMAGE fusion, CONVOLUTIONAL neural networks, INFRARED imaging

A generative model method for unsupervised multispectral image fusion in remote sensing.

Autoři: Azarang, Arian Kehtarnavaz, Nasser

Zdroj: Signal, Image & Video Processing; Feb2022, Vol. 16 Issue 1, p63-71, 9p

AVAFN-adaptive variational autoencoder fusion network for multispectral image.

Autoři: Chu, Wen-Lin Tu, Ching-Che Jian, Bo-Lin

Zdroj: Multimedia Tools & Applications; Dec2024, Vol. 83 Issue 41, p89297-89315, 19p

Témata: IMAGE fusion, FEATURE extraction, IMAGE processing, AUTOENCODERS, ARTIFICIAL intelligence, DEEP learning

A Hybrid Multiscale and CNN-Based Fusion Framework for Enhanced SAR–MS Image Integration.

Autoři: Tondewad, Priyanka S. Dale, Manisha P.

Zdroj: Mathematical Modelling of Engineering Problems; Oct2025, Vol. 12 Issue 10, p3593-3606, 14p

Témata: IMAGE fusion, MULTISPECTRAL imaging, CONVOLUTIONAL neural networks, IMAGE quality analysis, SYNTHETIC aperture radar, MULTIPLE scale method

Hyperspectral and Multispectral Remote Sensing Image Fusion Based on a Retractable Spatial–Spectral Transformer Network.

Autoři: He, Yilin Li, Heng Zhang, Miaosen a další

Zdroj: Remote Sensing; Jun2025, Vol. 17 Issue 12, p1973, 35p

Témata: REMOTE sensing, MULTISPECTRAL imaging, TRANSFORMER models, DATA mining, IMAGE fusion, DETECTORS

Enhanced multimodal medical image fusion using adaptive channel regularized attention mechanism with convolutional neural network.

Autoři: Chaurasiya, Satish Nihalani, Neelu

Zdroj: Cluster Computing; Nov2025, Vol. 28 Issue 13, p1-23, 23p

Témata: IMAGE fusion, CONVOLUTIONAL neural networks, IMAGE processing, COMPUTER-assisted image analysis (Medicine), FEATURE extraction, MULTIMODAL user interfaces, DIAGNOSIS

HSSTN: A Hybrid Spectral–Structural Transformer Network for High-Fidelity Pansharpening.

Autoři: Kang, Weijie Feng, Yuan Ding, Yao a další

Zdroj: Remote Sensing; Oct2025, Vol. 17 Issue 19, p3271, 28p

Témata: REMOTE sensing, MULTISENSOR data fusion, IMAGE quality analysis, IMAGE fusion, SPATIAL resolution

A Graph-Based Superpixel Segmentation Approach Applied to Pansharpening.

Autoři: Hallabia, Hind

Zdroj: Sensors (14248220); Aug2025, Vol. 25 Issue 16, p4992, 25p

Témata: IMAGE fusion, IMAGE segmentation, SIMPLEX algorithm, GEOSPATIAL data, MULTISENSOR data fusion, MULTISPECTRAL imaging, HIGH resolution imaging

AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis.

Autoři: Cao, Bing Bi, Zhiwei Hu, Qinghua a další

Zdroj: International Journal of Computer Vision; Aug2023, Vol. 131 Issue 8, p1995-2014, 20p

Témata: COLLABORATIVE learning, DIAGNOSTIC imaging, IMAGE fusion, MULTIMODAL user interfaces, SOURCE code, MULTISPECTRAL imaging

ADAFuse:Adaptive Feature Decomposition Network with Cross-Modal Fusion for Infrared and Visible Image Fusion.

Autoři: Xue, Kaiyu Wang, Xiaoming

Zdroj: Signal, Image & Video Processing; Dec2025, Vol. 19 Issue 12, p1-12, 12p

Structure-aware medical image fusion via mean curvature enhancement in the contourlet domain.

Autoři: Sharma, Shweta Rani, Shalli Dogra, Ayush a další

Zdroj: PLoS ONE; 9/29/2025, Vol. 20 Issue 9, p1-35, 35p

Témata: IMAGE fusion, COMPUTED tomography, IMAGE enhancement (Imaging systems), MAGNETIC resonance imaging, COMPUTER-assisted image analysis (Medicine), IMAGE processing, WAVELET transforms

Performance analysis of multimodal medical image fusion using AMT-DWT-based pre-processing and customized CNN for denoising.

Autoři: Ghosh, Tanima N., Jayanthi

Zdroj: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 20, p22269-22301, 33p

Témata: DISCRETE wavelet transforms, IMAGE intensifiers, IMAGE processing, IMAGE fusion, ARTIFICIAL intelligence, DIAGNOSTIC imaging

Multi-modal action recognition via advanced image fusion techniques for cyber-physical systems.

Autoři: Shou, Zaiyong Zhu, Daoyu

Zdroj: Frontiers in Physics; 2025, p1-13, 13p

Témata: IMAGE fusion, CYBER physical systems, HUMAN activity recognition, DETECTION algorithms, FEATURE extraction, DIAGNOSTIC imaging, SITUATIONAL awareness