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International Journal of Remote Sensing Volume 41, 2020 - Issue 24
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Research Article

Image fusion in remote sensing by multi-objective deep learning

Arian AzarangDepartment of Electrical and Computer Engineering, University of Texas at Dallas, Richardson, USACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-8520-8457
ORCID Icon &
Nasser KehtarnavazDepartment of Electrical and Computer Engineering, University of Texas at Dallas, Richardson, USA
Pages 9507-9524 | Received 03 Feb 2020, Accepted 06 Jul 2020, Published online: 02 Nov 2020

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Ye Yuan, Yanxia Wu, Chuheng Tang, Yan Fu, Yulei Wu, Yan Jiang & Yize Zhao. (2022) Self-calibrated dilated convolutional neural networks for SAR image despeckling. International Journal of Remote Sensing 43:17, pages 6483-6508.
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Bikash Meher, Sanjay Agrawal, Rutuparna Panda & Ajith Abraham. (2022) A region based remote sensing image fusion using anisotropic diffusion process. International Journal of Image and Data Fusion 13:3, pages 219-243.
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Kangqing Shen, Xiaoyuan Yang, Zhengze Li, Jin Jiang, Fazhen Jiang, Huwei Ren & Yixiao Li. (2022) DOCSNet: a dual-output and cross-scale strategy for pan-sharpening. International Journal of Remote Sensing 43:5, pages 1609-1629.
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Canting Zhang, Xicun Zhu, Meixuan Li, Yuliang Xue, Anran Qin, Guining Gao, Mengxia Wang & Yuanmao Jiang. (2023) Utilization of the Fusion of Ground-Space Remote Sensing Data for Canopy Nitrogen Content Inversion in Apple Orchards. Horticulturae 9:10, pages 1085.
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Volkan Yilmaz & Deryanur Asikoglu. (2023) Comparative analysis of deep learning-based pansharpening methods for improved image classification accuracy. Journal of Applied Remote Sensing 17:03.
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Chun Ding, Meimin Wang, Zhili Zhou, Teng Huang, Xiaoliang Wang & Jin Li. (2022) Siamese transformer network-based similarity metric learning for cross-source remote sensing image retrieval. Neural Computing and Applications 35:11, pages 8125-8142.
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Shahid Karim, Geng Tong, Jinyang Li, Akeel Qadir, Umar Farooq & Yiting Yu. (2023) Current advances and future perspectives of image fusion: A comprehensive review. Information Fusion 90, pages 185-217.
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Zhaobin Wang, Yikun Ma & Yaonan Zhang. (2023) Review of pixel-level remote sensing image fusion based on deep learning. Information Fusion 90, pages 36-58.
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Xiaobo Liu, Xiang Liu, Haoran Dai, Xudong Kang, Antonio Plaza & Wenjie Zu. (2023) Mun-GAN: A Multiscale Unsupervised Network for Remote Sensing Image Pansharpening. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-18.
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Yassine Himeur, Bhagawat Rimal, Abhishek Tiwary & Abbes Amira. (2022) Using artificial intelligence and data fusion for environmental monitoring: A review and future perspectives. Information Fusion 86-87, pages 44-75.
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Zhendong Wang, Haoran Wei, Jianda Wang, Xiaoming Zeng & Yuchao Chang. (2022) Security Issues and Solutions for Connected and Autonomous Vehicles in a Sustainable City: A Survey. Sustainability 14:19, pages 12409.
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Cigdem Serifoglu Yilmaz, Volkan Yilmaz & Oguz Gungor. (2022) A theoretical and practical survey of image fusion methods for multispectral pansharpening. Information Fusion 79, pages 1-43.
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Arian Azarang & Nasser Kehtarnavaz. (2021) A generative model method for unsupervised multispectral image fusion in remote sensing. Signal, Image and Video Processing 16:1, pages 63-71.
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Hayder Dibs, Hashim Ali Hasab, Ammar Shaker Mahmoud & Nadhir Al-Ansari. (2021) Fusion Methods and Multi-classifiers to Improve Land Cover Estimation Using Remote Sensing Analysis. Geotechnical and Geological Engineering 39:8, pages 5825-5842.
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Weisheng Li, Minghao Xiang & Xuesong Liang. (2021) A Dense Encoder–Decoder Network with Feedback Connections for Pan-Sharpening. Remote Sensing 13:22, pages 4505.
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Guanghui Qi, Chunyan Chang, Wei Yang, Peng Gao & Gengxing Zhao. (2021) Soil Salinity Inversion in Coastal Corn Planting Areas by the Satellite-UAV-Ground Integration Approach. Remote Sensing 13:16, pages 3100.
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Liangliang Li & Hongbing Ma. (2021) Saliency-Guided Nonsubsampled Shearlet Transform for Multisource Remote Sensing Image Fusion. Sensors 21:5, pages 1756.
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Arian Azarang & Nasser KehtarnavazArian Azarang & Nasser Kehtarnavaz. 2021. Image Fusion in Remote Sensing. Image Fusion in Remote Sensing 61 72 .
Arian Azarang & Nasser KehtarnavazArian Azarang & Nasser Kehtarnavaz. 2021. Image Fusion in Remote Sensing. Image Fusion in Remote Sensing 31 54 .
Arian Azarang & Nasser Kehtarnavaz. 2021. Image Fusion in Remote Sensing. Image Fusion in Remote Sensing.

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