GV
Gemine Vivone
cs.CVeess.IVcs.LGair qualityAir qualityColorizationConditional generative adversarial networkCOVID-19cs.AIDeep Learning
On Valency
published · living versionsW_arscu7rs·v1 · currentpublished
See the Future, Classify the Present: Stochastic Latent World Modeling for Hyperspectral Images
with Muhammad Ahmad, Ronny Hänsch, Ahmed Sohaib, Manuel Mazzara +1
1 version
Preprints & journals
34 papers in the corpus · 2016–2026See the Future, Classify the Present: Stochastic Latent World Modeling for Hyperspectral Images2610.25781v1 · Muhammad Ahmad, Gemine Vivone, Ronny Hansch et al.2026 · 0 citationsarXivon Valency
Dual Modality Prompted Diffusion Priors for Zero Shot Hyperspectral Pansharpening2608.11748v2 · Pengwei Xie, Fei Zhu, Jiajun Li et al.2026 · 0 citationsarXiv
GSPan: A Continuous Gaussian Primitive Representation for Arbitrary-Scale Pansharpening2606.17722v1 · Fangyi Li, Xiaoyuan Yang, Yixiao Li et al.2026 · 0 citationsarXiv
A General Image Fusion Approach Exploiting Gradient Transfer Learning and Fusion Rule Unfolding.41553895 · Wang, Wu, Deng, Liang-Jian, Cao, Qi et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(6):6347-6364
Robust Matrix Completion With Deterministic Sampling via Convex Optimization.41610361 · Wang, Yinjian, Li, Wei, Fowler, James E et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(6):6771-6785
SoDa2: Single-Stage Open-Set Domain Adaptation via Decoupled Alignment for Cross-Scene Hyperspectral Image Classification2605.03371v1 · Yiwen Liu, Minghua Wang, Jing Yao et al.2026 · 0 citationsarXiv
Fast Model-guided Instance-wise Adaptation Framework for Real-world Pansharpening with Fidelity Constraints2604.08903v1 · Zhiqi Yang, Jin-Liang Xiao, Shan Yin et al.2026 · 0 citationsarXiv
Robust Principal Component Completion2603.25132v2 · Yinjian Wang, Wei Li, Yuanyuan Gui et al.2026 · 0 citationsarXiv
Multimodality Image Registration With Modality Distillation.41150253 · Zhou, Xichuan, Zhao, Jicheng, Chen, Lihui et al.2026 · 2 citationsIEEE transactions on neural networks and learning systems. 2026;37(3):1033-1047
Tensor Wheel Decomposition: Theory and Application to Tensor Completion.42013251 · Wu, Zhong-Cheng, Deng, Liang-Jian, Huang, Ting-Zhu et al.2026 · 2 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:4237-4252
An Efficient Image Fusion Network Exploiting Unifying Language and Mask Guidance.40699961 · Cao, Zi-Han, Liang, Yu-Jie, Deng, Liang-Jian et al.2025 · 26 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9845-9862
Exposome, oxidative stress and inflammation in persons with multiple sclerosis: the EXPOSITION study protocol.41200026 · Monti, Maria Cristina, De Giuseppe, Rachele, Bertoli, Gloria et al.2025 · 2 citationsFrontiers in public health. 2025;13:1688158
Compact Multi-level-prior Tensor Representation for Hyperspectral Image Super-resolution2510.06098v1 · Yinjian Wang, Wei Li, Yuanyuan Gui et al.2025 · 0 citationsIEEE Transactions on Geoscience and Remote Sensing, 2026
Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization2505.17881v2 · Wenjin Qin, Hailin Wang, Hao Shu et al.2025 · 3 citationsarXiv
Zero-Shot Hyperspectral Pansharpening Using Hysteresis-Based Tuning for Spectral Quality Control2505.16658v2 · Giuseppe Guarino, Matteo Ciotola, Gemine Vivone et al.2025 · 5 citationsIEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-19, 2025, Art no. 5541219
Fully-Connected Transformer for Multi-Source Image Fusion.40031431 · Wu, Xiao, Cao, Zi-Han, Huang, Ting-Zhu et al.2025 · 46 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(3):2071-2088
SeaMo: A Season-Aware Multimodal Foundation Model for Remote Sensing2412.19237v2 · Xuyang Li, Chenyu Li, Gemine Vivone et al.2024 · 40 citationsarXiv
Spectral-Spatial Transformer for Hyperspectral Image Sharpening.37527326 · Chen, Lihui, Vivone, Gemine, Qin, Jiayi et al.2024 · 46 citationsIEEE transactions on neural networks and learning systems. 2024;35(11):16733-16747
Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives2407.01355v2 · Matteo Ciotola, Giuseppe Guarino, Gemine Vivone et al.2024 · 53 citationsarXiv
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models2404.14955v4 · Muhammad Ahmad, Salvatore Distifano, Adil Mehmood Khan et al.2024 · 106 citationsarXiv
ATFusion: An Alternate Cross-Attention Transformer Network for Infrared and Visible Image Fusion2401.11675v2 · Han Yan, Songlei Xiong, Long Wang et al.2024 · 21 citationsarXiv
Band-wise Hyperspectral Image Pansharpening using CNN Model Propagation2311.06510v1 · Giuseppe Guarino, Matteo Ciotola, Gemine Vivone et al.2023 · 33 citationsarXiv
A benchmarking protocol for SAR colorization: From regression to deep learning approaches.37976594 · Shen, Kangqing, Vivone, Gemine, Yang, Xiaoyuan et al.2023 · 24 citationsNeural networks : the official journal of the International Neural Network Society. 2024;169:698-712
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening.35263264 · Zhang, Tian-Jiang, Deng, Liang-Jian, Huang, Ting-Zhu et al.2023 · 98 citationsIEEE transactions on neural networks and learning systems. 2023;34(11):9088-9101
GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution.37022388 · Ran, Ran, Deng, Liang-Jian, Jiang, Tai-Xiang et al.2023 · 168 citationsIEEE transactions on cybernetics. 2023;53(7):4148-4161
LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening.37027760 · Wu, Zhong-Cheng, Huang, Ting-Zhu, Deng, Liang-Jian et al.2026 · 121 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2023;32:1640-1655
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks.34106864 · Hu, Jin-Fan, Huang, Ting-Zhu, Deng, Liang-Jian et al.2022 · 240 citationsIEEE transactions on neural networks and learning systems. 2022;33(12):7251-7265
Government restriction efficiency on curbing COVID-19 pandemic transmission in Western Europe10.1101/2022.02.28.22271636v1 · Lolli, S., Vivone, G.2022 · 3 citationsmedRxiv
Impact of meteorological conditions and air pollution on COVID-19 pandemic transmission in Italy.33004925 · Lolli, Simone, Chen, Ying-Chieh, Wang, Sheng-Hsiang et al.2020 · 140 citationsScientific reports. 2020;10(1):16213
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks2005.14400v1 · Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng et al.2020 · 3 citationsarXiv
The role of tropospheric ozone in flagging COVID-19 pandemic transmission.38624568 · Lolli, S, Vivone, G2024 · 11 citationsBulletin of atmospheric science and technology. 2020;1(3-4):551-555
A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.29870351 · Deng, Liang-Jian, Vivone, Gemine, Guo, Weihong et al.2018 · 93 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2018;27(9):4330-4344
Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening.29671744 · Vivone, Gemine, Restaino, Rocco, Chanussot, Jocelyn2018 · 307 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2018;27(7):3418-3431
Fusion of Multispectral and Panchromatic Images Based on Morphological Operators.28113904 · Restaino, Rocco, Vivone, Gemine, Dalla Mura, Mauro et al.2019 · 206 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2016;25(6):2882-2895
Career total: 272 works. 34 are in this corpus.
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