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For: Ma F, Gao F, Sun J, Zhou H, Hussain A. Attention Graph Convolution Network for Image Segmentation in Big SAR Imagery Data. Remote Sensing 2019;11:2586. [DOI: 10.3390/rs11212586] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Number Cited by Other Article(s)
1
Gonçalves DN, Junior JM, Arruda MDSD, Fernandes VJM, Ramos APM, Furuya DEG, Osco LP, He H, Jorge LADC, Li J, Melgani F, Pistori H, Gonçalves WN. A deep learning approach based on graphs to detect plantation lines. Heliyon 2024;10:e31730. [PMID: 38841473 PMCID: PMC11152659 DOI: 10.1016/j.heliyon.2024.e31730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 05/21/2024] [Accepted: 05/21/2024] [Indexed: 06/07/2024]  Open
2
Jain A, Laidlaw DH, Bajcsy P, Singh R. Memory-efficient semantic segmentation of large microscopy images using graph-based neural networks. Microscopy (Oxf) 2024;73:275-286. [PMID: 37864808 DOI: 10.1093/jmicro/dfad049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 07/14/2023] [Accepted: 10/05/2023] [Indexed: 10/23/2023]  Open
3
Turčinović F, Kačan M, Bojanjac D, Bosiljevac M, Šipuš Z. Utilizing Polarization Diversity in GBSAR Data-Based Object Classification. SENSORS (BASEL, SWITZERLAND) 2024;24:2305. [PMID: 38610516 PMCID: PMC11014032 DOI: 10.3390/s24072305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/28/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024]
4
Orozco J, Manian V, Alfaro E, Walia H, Dhatt BK. Graph Convolutional Network Using Adaptive Neighborhood Laplacian Matrix for Hyperspectral Images with Application to Rice Seed Image Classification. SENSORS (BASEL, SWITZERLAND) 2023;23:3515. [PMID: 37050573 PMCID: PMC10099153 DOI: 10.3390/s23073515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Revised: 03/21/2023] [Accepted: 03/25/2023] [Indexed: 06/19/2023]
5
Li S, Liu F, Jiao L, Chen P, Liu X, Li L. MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors. IEEE TRANSACTIONS ON IMAGE PROCESSING : A PUBLICATION OF THE IEEE SIGNAL PROCESSING SOCIETY 2022;31:7306-7321. [PMID: 36383578 DOI: 10.1109/tip.2022.3220057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
6
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN). J Intell Inf Syst 2022. [DOI: 10.1007/s10844-022-00743-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/10/2022]
7
Liu F, Qian X, Jiao L, Zhang X, Li L, Cui Y. Contrastive Learning-Based Dual Dynamic GCN for SAR Image Scene Classification. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022;PP:390-404. [PMID: 35594238 DOI: 10.1109/tnnls.2022.3174873] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
8
Effect of Attention Mechanism in Deep Learning-Based Remote Sensing Image Processing: A Systematic Literature Review. REMOTE SENSING 2021. [DOI: 10.3390/rs13152965] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
9
Cui W, Yao M, Hao Y, Wang Z, He X, Wu W, Li J, Zhao H, Xia C, Wang J. Knowledge and Geo-Object Based Graph Convolutional Network for Remote Sensing Semantic Segmentation. SENSORS 2021;21:s21113848. [PMID: 34199626 PMCID: PMC8199747 DOI: 10.3390/s21113848] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 05/05/2021] [Accepted: 05/30/2021] [Indexed: 11/16/2022]
10
Knowledge and Spatial Pyramid Distance-Based Gated Graph Attention Network for Remote Sensing Semantic Segmentation. REMOTE SENSING 2021. [DOI: 10.3390/rs13071312] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
11
Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review—Part II: Applications. REMOTE SENSING 2020. [DOI: 10.3390/rs12183053] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
12
DeepInSAR—A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation. REMOTE SENSING 2020. [DOI: 10.3390/rs12142340] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
13
SAR Image Segmentation Using Region Smoothing and Label Correction. REMOTE SENSING 2020. [DOI: 10.3390/rs12050803] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
14
A Spatial Adaptive Algorithm Framework for Building Pattern Recognition Using Graph Convolutional Networks. SENSORS 2019;19:s19245518. [PMID: 31847218 PMCID: PMC6960836 DOI: 10.3390/s19245518] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Revised: 12/08/2019] [Accepted: 12/11/2019] [Indexed: 12/29/2022]
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