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ORCIDPaolo Gamba
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- affiliation: University of Pavia, Italy
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2020 – today
- 2024
[j155]Renata Rojas Guerra
, Anna Vizziello, Pietro Savazzi, Emanuele Goldoni, Paolo Gamba:
Forecasting LoRaWAN RSSI using weather parameters: A comparative study of ARIMA, artificial intelligence and hybrid approaches. Comput. Networks 243: 110258 (2024)- [j154]Dionisio Rodríguez-Esparragón, Javier Marcello, Francisco Eugenio, Paolo Gamba:
Index-based forest degradation mapping using high and medium resolution multispectral sensors. Int. J. Digit. Earth 17(1) (2024) - [j153]Xiande Wu, Jie Feng, Ronghua Shang, Jinjian Wu, Xiangrong Zhang, Licheng Jiao, Paolo Gamba:
Multi-task multi-objective evolutionary network for hyperspectral image classification and pansharpening. Inf. Fusion 108: 102383 (2024) - [j152]David Marzi, Javier I. Santtiz Jara, Paolo Gamba:
A 3-D Fully Convolutional Network Approach for Land Cover Mapping Using Multitemporal Sentinel-1 SAR Data. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j151]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5227-5244 (2024) - [j150]Gizachew Kabite Wedajo, Tsegaye Demisis Lemma, Tesfaye Fufa, Paolo Gamba:
Integrating Satellite Images and Machine Learning for Flood Prediction and Susceptibility Mapping for the Case of Amibara, Awash Basin, Ethiopia. Remote. Sens. 16(12): 2163 (2024) - [j149]Yunsong Li, Jiaping Zhong, Weiying Xie, Paolo Gamba:
A Representation-Learning-Based Graph and Generative Network for Hyperspectral Small Target Detection. Remote. Sens. 16(19): 3638 (2024) - [j148]Dionisio Rodríguez-Esparragón, Paolo Gamba, Javier Marcello:
Automatic Methodology for Forest Fire Mapping with SuperDove Imagery. Sensors 24(16): 5084 (2024) - [j147]Sergi Aliaga, Marco Lanzetti, Vitaly Petrov, Anna Vizziello, Paolo Gamba, Josep Miquel Jornet:
Analysis of Integrated Differential Absorption Radar and Subterahertz Satellite Communications Beyond 6G. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 19243-19259 (2024) - [j146]Jia Chen, Jun Li, Paolo Gamba:
Enhancing the Spatial Resolution of Hyperspectral Images Combining High-Accuracy Surface Modeling and Subpixel Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j145]Lu Lei, Zhenyu Fang, Jinchang Ren, Paolo Gamba, Jiangbin Zheng, Huimin Zhao:
Two-Click-Based Fast Small Object Annotation in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j144]Rogério Galante Negri, Alejandro C. Frery, Wallace Casaca, Paolo Gamba, Avik Bhattacharya:
Unsupervised Multitemporal Triclass Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j143]Abhinav Verma, Avik Bhattacharya, Subhadip Dey, Armando Marino, Paolo Gamba:
Target Characterization and Scattering Power Components From Dual-Pol Sentinel-1 SAR Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [j142]Xiande Wu, Paolo Gamba, Jie Feng, Ronghua Shang, Xiangrong Zhang, Licheng Jiao:
A Multitask Framework for Hyperspectral Change Detection and Band Reweighting With Unbalanced Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j141]Guoqing Zhou, Lihuang Qian, Paolo Gamba:
A Novel Iterative Self-Organizing Pixel Matrix Entanglement Classifier for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-21 (2024) - [j140]Sheng Lin, Min Zhang, Xi Cheng, Lei Shi, Paolo Gamba, Hai Wang:
Dynamic Low-Rank and Sparse Priors Constrained Deep Autoencoders for Hyperspectral Anomaly Detection. IEEE Trans. Instrum. Meas. 73: 1-18 (2024) - [c151]Francesco Mauro, Alessandro Sebastianelli, Maria Pia del Rosso, Paolo Gamba, Silvia Liberata Ullo:
Qspecklefilter: A Quantum Machine Learning Approach for SAR Speckle Filtering. IGARSS 2024: 450-454 - [c150]Francesco Mauro, Alessandro Sebastianelli, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo:
A Hybrid MLP-Quantum Approach in Graph Convolutional Neural Networks for Oceanic Niño Index (ONI) Prediction. IGARSS 2024: 812-816 - [c149]Jia Chen, Paolo Gamba, Jun Li, Zhao Yang, Xiangan Zheng:
Urban Hyperspectral Image Super-Resolution Combining Subpixel Mapping And Interpolation. IGARSS 2024: 1245-1248 - [c148]Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo:
Using Multi-Temporal Sentinel-1 and Sentinel-2 Data for Water Bodies Mapping. IGARSS 2024: 1922-1926 - [c147]Axel Elseser, Juan Cabral, Priscilla Minotti, Paolo Gamba:
Mapping Gated Neighborhoods in the Metropolitan Area of Buenos Aires Using Deep Learning and VHR Multispectral Images. IGARSS 2024: 2755-2759 - [c146]María Sol Villella, Paolo Gamba:
A Novel Deep Learning Prospective Urban Growth Model Applied to Multispectral Satellite Data over the City of Córdoba, Argentina. IGARSS 2024: 4674-4678 - [c145]Abhinav Verma, Avik Bhattacharya, Subhadip Dey, Carlos López-Martínez, Paolo Gamba:
Rice Crop Monitoring Using Dual-Pol Sentinel-1 SLC and GRD Scattering Power Components. IGARSS 2024: 10826-10829 - [i10]Luigi Russo, Francesco Mauro, Babak Memar, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo:
Using Multi-Temporal Sentinel-1 and Sentinel-2 data for water bodies mapping. CoRR abs/2402.00023 (2024) - [i9]Alessandro Sebastianelli, Francesco Mauro, Giulia Ciabatti, Dario Spiller, Bertrand Le Saux, Paolo Gamba, Silvia Liberata Ullo:
Quanv4EO: Empowering Earth Observation by means of Quanvolutional Neural Networks. CoRR abs/2407.17108 (2024) - [i8]Andrea Ceschini, Francesco Mauro, Francesca De Falco, Alessandro Sebastianelli, Alessio Verdone, Antonello Rosato, Bertrand Le Saux, Massimo Panella, Paolo Gamba, Silvia Liberata Ullo:
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks. CoRR abs/2408.06524 (2024) - [i7]Luigi Russo, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo:
SEN12-WATER: A New Dataset for Hydrological Applications and its Benchmarking. CoRR abs/2409.17087 (2024) - [i6]Simona Reale, Pietro Di Stasio, Francesco Mauro, Alessandro Sebastianelli, Paolo Gamba, Silvia Liberata Ullo:
Benchmarking of a new data splitting method on volcanic eruption data. CoRR abs/2410.06306 (2024) - 2023
- [j139]Jing Ling, Shan Wei, Paolo Gamba, Rui Liu, Hongsheng Zhang:
Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach. Int. J. Appl. Earth Obs. Geoinformation 124: 103541 (2023) - [j138]Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo, Paolo Gamba:
On Quantum Hyperparameters Selection in Hybrid Classifiers for Earth Observation Data. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j137]Xiaoyi Wang, Liguo Wang, Anna Vizziello, Paolo Gamba:
Hyperspectral Anomaly Detection Based on Multiscale Central Difference Convolution Network. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j136]Flavio Marzialetti, Paolo Gamba, Antonietta Sorriso, Maria Laura Carranza:
Monitoring Urban Expansion by Coupling Multi-Temporal Active Remote Sensing and Landscape Analysis: Changes in the Metropolitan Area of Cordoba (Argentina) from 2010 to 2021. Remote. Sens. 15(2): 336 (2023) - [j135]Xiaoyi Wang, Liguo Wang, Qunming Wang, Anna Vizziello, Paolo Gamba:
Hyperspectral Target Detection via Global Spatial-Spectral Attention Network and Background Suppression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 9011-9024 (2023) - [j134]Jia Chen, Paolo Gamba, Jun Li:
MAHUM: A Multitasks Autoencoder Hyperspectral Unmixing Model. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j133]Yanzi Shi, Hua Cui, Yaping Yin, Huansheng Song, Yunsong Li, Paolo Gamba:
Transfer Learning With Nonlinear Spectral Synthesis for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j132]Liguo Wang, Xiaoyi Wang, Anna Vizziello, Paolo Gamba:
RSAAE: Residual Self-Attention-Based Autoencoder for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c144]Paolo Gamba, Maria Laura Carranza, Giovanni Laneve, Marcelo Scavuzzo, Anabella Ferral:
The ITAREO Project: Sentinel and SIASGE Constellations for SDG Mapping. IGARSS 2023: 903-906 - [c143]David Marzi, Fabio Dell'Acqua, Paolo Gamba:
Tillage Assessment in Time Series of Spaceborne Radar Data Over Rice Paddy Fields in Northern Italy. IGARSS 2023: 3486-3489 - [c142]Tsegaye D. Lemma, Paolo Gamba, Gizachew Kabate Wedajo:
Evaluation of Era5, and Space-Based Precipitation Estimation Over Awash River Basin, Ethiopia. IGARSS 2023: 3799-3802 - [c141]Meiqin Che, Anna Vizziello, Paolo Gamba:
Semantic Segmentation and Recognition of Temporal Patterns in Urban SAR Sequences. IGARSS 2023: 6878-6881 - [c140]Renata Rojas Guerra, Fábio M. Bayer, Paolo Gamba:
A 3D Dynamical Hybrid Model: Coupling Statistical And Machine Learning Techniques To SAR Time Series Prediction. IGARSS 2023: 8342-8345 - [c139]Flavio Marzialetti, Maria Laura Carranza, Antonietta Sorriso, Paolo Gamba:
Comparing SAR X and L bands to map the urban extent in a metropolis of South America. The potential of multitemporal data. JURSE 2023: 1-4 - [c138]J. Chen, Jun Li, Paolo Gamba:
A Multi-Tasks Autoencoder Hyperspectral Unmixing Model With Information Gain Based On Graph Network. WHISPERS 2023: 1-5 - [i5]Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot:
SpectralGPT: Spectral Foundation Model. CoRR abs/2311.07113 (2023) - 2022
- [j131]Yanzi Shi, Jiahui Qu, Xiangyu Song, Yunsong Li, Huansheng Song, Anna Vizziello, Paolo Gamba:
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j130]Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili:
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. Remote. Sens. 14(1): 230 (2022) - [j129]Alessandro Sebastianelli, Maria Pia del Rosso, Silvia Liberata Ullo, Paolo Gamba:
A Speckle Filter for Sentinel-1 SAR Ground Range Detected Data Based on Residual Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 5086-5101 (2022) - [j128]Meiqin Che, Anna Vizziello, Paolo Gamba:
Spatio-Temporal Urban Change Mapping With Time-Series SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 7222-7234 (2022) - [j127]Yanzi Shi, Jiaojiao Li, Yunsong Li, Paolo Gamba:
Hyperspectral Target Detection Using a Bilinear Sparse Binary Hypothesis Model. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j126]Yunsong Li, Yanzi Shi, Keyan Wang, Bobo Xi, Jiaojiao Li, Paolo Gamba:
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery. IEEE Trans. Image Process. 31: 1418-1432 (2022) - [c137]Yanzi Shi, Paolo Gamba, Jiahui Qu, Yunsong Li:
Bilinear Sparse Target Detection for Asbestos Identification in Hyperspectral PRISMA Data. IGARSS 2022: 1959-1962 - [c136]David Marzi, Antonietta Sorriso, Fabio Dell'Acqua, Paolo Gamba:
Heterogeneous SAR Sequence Processing for Land Cover Mapping. IGARSS 2022: 5172-5175 - [c135]Abhinav Verma, Subhadip Dey, Carlos López-Martínez, Avik Bhattacharya, Paolo Gamba:
Dual-Pol Radar Built-Up Area Index for Urban Area Mapping Using Sentinel-1 SAR Data. IGARSS 2022: 5282-5285 - 2021
- [j125]Meiqin Che, Paolo Gamba:
Bi- and three-dimensional urban change detection using sentinel-1 SAR temporal series. GeoInformatica 25(4): 759-773 (2021) - [j124]Oladimeji Mudele, Alejandro C. Frery, Lucas F. R. Zanandrez, Álvaro E. Eiras, Paolo Gamba:
Dengue Vector Population Forecasting Using Multisource Earth Observation Products and Recurrent Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4390-4404 (2021) - [j123]Meiqin Che, Anna Vizziello, Paolo Gamba:
Urban Change Pattern Exploration of Megacities Using Multitemporal Nighttime Light and Sentinel-1 SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10681-10690 (2021) - [j122]David Marzi, Paolo Gamba:
Inland Water Body Mapping Using Multitemporal Sentinel-1 SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11789-11799 (2021) - [j121]Débora M. Bayer, Fábio M. Bayer, Paolo Gamba:
A 3-D Spatiotemporal Model for Remote Sensing Data Cubes. IEEE Trans. Geosci. Remote. Sens. 59(2): 1082-1093 (2021) - [j120]Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot:
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning. IEEE Trans. Geosci. Remote. Sens. 59(3): 2269-2280 (2021) - [j119]Saloua Chlaily, Mauro Dalla Mura, Jocelyn Chanussot, Christian Jutten, Paolo Gamba, Andrea Marinoni:
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection. IEEE Trans. Geosci. Remote. Sens. 59(7): 5598-5618 (2021) - [j118]Yuanchao Su, Xiang Xu, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza:
Deep Autoencoders With Multitask Learning for Bilinear Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 59(10): 8615-8629 (2021) - [c134]Oladimeji Mudele, Verónica Andreo, Ximena Porcasi, Carlos M. Scavuzzo, Laura Lopez, Paolo Gamba:
Predicting Aedes Aegypti Eggs Count Using Remote Sensing Data and a Generalized Linear Model. IGARSS 2021: 84-87 - [c133]Subhadip Dey, Narayanarao Bhogapurapu, Avik Bhattacharya, Alejandro C. Frery, Paolo Gamba:
Built-Up Area Mapping Using Full and Dual Polarimetric SAR Data. IGARSS 2021: 1693-1696 - [c132]Eduard Khachatrian, Saloua Chlaily, Torbjørn Eltoft, Paolo Gamba, Andrea Marinoni:
Unsupervised Band Selection for Hyperspectral Datasets by Double Graph Laplacian Diagonalization. IGARSS 2021: 4007-4010 - [c131]David Marzi, Paolo Gamba:
Wide-Scale Water Bodies Mapping Using Multi-Temporal SentineL-1 Sar Data. IGARSS 2021: 6032-6035 - [c130]Antonietta Sorriso, David Marzi, Paolo Gamba:
A General Land Cover Classification Framework for Sentinel-1 SAR Data. RTSI 2021: 211-216 - 2020
- [j117]Oladimeji Mudele, Fábio M. Bayer, Lucas F. R. Zanandrez, Álvaro E. Eiras, Paolo Gamba:
Modeling the Temporal Population Distribution of Ae. aegypti Mosquito Using Big Earth Observation Data. IEEE Access 8: 14182-14194 (2020) - [j116]Anna Vizziello, Pietro Savazzi, Giovanni Magenes, Paolo Gamba:
PHY Design and Implementation of a Galvanic Coupling Testbed for Intra-Body Communication Links. IEEE Access 8: 184585-184597 (2020) - [j115]Debanshu Ratha, Paolo Gamba, Avik Bhattacharya, Alejandro C. Frery:
Novel Techniques for Built-Up Area Extraction From Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. 17(1): 177-181 (2020) - [j114]Wen Wu, Zelang Miao, Yuelong Xiao, Zhongbin Li, Anshu Zhang, Alim Samat, Nianchun Du, Zhuokui Xu, Paolo Gamba:
New Scheme for Impervious Surface Area Mapping From SAR Images With Auxiliary User-Generated Content. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5954-5970 (2020) - [j113]Fábio M. Bayer, Débora M. Bayer, Andrea Marinoni, Paolo Gamba:
A Novel Rayleigh Dynamical Model for Remote Sensing Data Interpretation. IEEE Trans. Geosci. Remote. Sens. 58(7): 4989-4999 (2020) - [c129]Meiqin Che, Paolo Gamba:
Temporal and Spatial Change Pattern Recognition by Means of Sentinel-1 SAR Time-Series. IGARSS 2020: 160-163 - [c128]Andrea Marinoni, Gianni Cristian Iannelli, Salman Khaleghian, Paolo Gamba:
On the Optimal Design of Convolutional Neural Networks for Earth Observation Data Analysis by Maximization of Information Extraction. IGARSS 2020: 3505-3508 - [c127]David Marzi, Paolo Gamba:
Global Vegetation Mapping for ESA Climate Change Initiative Project Leveraging Multitemporal High Resolution Sentinel-1 SAR Data. IGARSS 2020: 4791-4794 - [i4]Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot:
Spectral Superresolution of Multispectral Imagery with Joint Sparse and Low-Rank Learning. CoRR abs/2007.14006 (2020)
2010 – 2019
- 2019
- [j112]Emanuele Goldoni, Luca Prando, Anna Vizziello, Pietro Savazzi, Paolo Gamba:
Experimental data set analysis of RSSI-based indoor and outdoor localization in LoRa networks. Internet Technol. Lett. 2(1) (2019) - [j111]Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Paolo Gamba, Zhongbin Li, Alim Samat, Lixin Wu, Jia Li, Hao Wu:
Integration of Satellite Images and Open Data for Impervious Surface Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1120-1133 (2019) - [j110]Meiqin Che, Paolo Gamba:
Intra-Urban Change Analysis Using Sentinel-1 and Nighttime Light Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1134-1142 (2019) - [j109]Shuyuan Xu, Jun Li, Mahdi Khodadadzadeh, Andrea Marinoni, Paolo Gamba, Bo Li:
Abundance-Indicated Subspace for Hyperspectral Classification With Limited Training Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1265-1278 (2019) - [j108]Gianni Cristian Iannelli, Paolo Gamba:
Urban Extent Extraction Combining Sentinel Data in the Optical and Microwave Range. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2209-2216 (2019) - [j107]Qihao Weng, Paolo Gamba, Kun-Shan Chen, Guangxing Wang:
Foreword Remote Sensing for Environmental Sustainability in the Asian-Pacific Region. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(11): 4172-4174 (2019) - [j106]Yuanchao Su, Jun Li, Antonio Plaza, Andrea Marinoni, Paolo Gamba, Somdatta Chakravortty:
DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(7): 4309-4321 (2019) - [j105]Andrea Marinoni, Paolo Gamba:
Improving Reliability in Nonlinear Hyperspectral Unmixing by Multidimensional Structural Optimization. IEEE Trans. Geosci. Remote. Sens. 57(8): 5211-5223 (2019) - [c126]Anna Vizziello, Pietro Savazzi, Farzana Kulsoom, Giovanni Magenes, Paolo Gamba:
A Novel Galvanic Coupling Testbed Based on PC Sound Card for Intra-body Communication Links. BODYNETS 2019: 135-149 - [c125]Yuanchao Su, Jun Li, Hairong Qi, Paolo Gamba, Antonio Plaza, Javier Plaza:
Multi-Task Learning with Low-Rank Matrix Factorization for Hyperspectral Nonlinear Unmixing. IGARSS 2019: 2127-2130 - [c124]David Marzi, Andrea Marinoni, Paolo Gamba:
Mapping Mineral Abundances on the Moon Surface using Chang'E-1 IIM Data. IGARSS 2019: 4917-4920 - [c123]Andrea Marinoni, Martine Mostervik Espeseth, Paolo Gamba, Camilla Brekke, Torbjørn Eltoft:
Assessment of Polarimetric Variability by Distance Geometry for Enhanced Classification of Oil Slicks Using SAR. IGARSS 2019: 5217-5220 - [c122]Zelang Miao, Gianni Cristian Iannelli, Paolo Gamba:
Using social media data to map urban areas: ideas and limits. IGARSS 2019: 5800-5803 - [c121]Andrea Marinoni, Uta Heiden, Paolo Gamba:
Human settlement and infrastructure monitoring with hyperspectral imaging. JURSE 2019: 1-4 - [c120]Oladimeji Mudele, Paolo Gamba:
Mapping vegetation in urban areas using Sentinel-2. JURSE 2019: 1-4 - 2018
- [j104]Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili:
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas. Int. J. Appl. Earth Obs. Geoinformation 73: 503-521 (2018) - [j103]Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili:
Fuzzy multiclass active learning for hyperspectral image classification. IET Image Process. 12(7): 1095-1101 (2018) - [j102]Meiqin Che, Peijun Du, Paolo Gamba:
2- and 3-D Urban Change Detection With Quad-PolSAR Data. IEEE Geosci. Remote. Sens. Lett. 15(1): 68-72 (2018) - [j101]Yuanchao Su, Andrea Marinoni, Jun Li, Javier Plaza, Paolo Gamba:
Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 15(9): 1427-1431 (2018) - [j100]Maofeng Tang, Bing Zhang, Andrea Marinoni, Lianru Gao, Paolo Gamba:
Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing. IEEE Geosci. Remote. Sens. Lett. 15(11): 1765-1769 (2018) - [j99]Xuran Pan, Lianru Gao, Andrea Marinoni, Bing Zhang, Fan Yang, Paolo Gamba:
Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network. Remote. Sens. 10(5): 743 (2018) - [j98]Maofeng Tang, Lianru Gao, Andrea Marinoni, Paolo Gamba, Bing Zhang:
Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1179-1190 (2018) - [j97]Gianni Lisini, Andreas Salentinig, Peijun Du, Paolo Gamba:
SAR-Based Urban Extents Extraction: From ENVISAT to Sentinel-1. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(8): 2683-2691 (2018) - [j96]Andrea Marinoni, Javier Plaza, Antonio Plaza, Paolo Gamba:
Estimating Nonlinearities in p-Linear Hyperspectral Mixtures. IEEE Trans. Geosci. Remote. Sens. 56(11): 6586-6595 (2018) - [c119]Yuanfeng Wu, Lianru Gao, Wenzhi Liao, Paolo Gamba, Bing Zhang:
Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos. IGARSS 2018: 1132-1135 - [c118]Andrea Marinoni, Paolo Gamba:
Structural Optimization For Accurate Characterization Of Urban Areas In Hyperspectral Datasets. IGARSS 2018: 1644-1647 - [c117]Gholam Reza Dini, Karsten Jacobsen, Franz Rottensteiner, Mehdi Ravanbakhsh, Paolo Gamba, Christian Heipke:
A Hybrid Approach for Delineation of Building Footprints From Space-borne Stereo Images. IGARSS 2018: 1652-1655 - [c116]Andrea Marinoni, Paolo Gamba, Daniele De Vecchi, Devis Tuia:
Discovering Temporal Patterns of Air Quality in Different Parts of Europe with Data Driven Feature Extraction. IGARSS 2018: 2062-2065 - [c115]Haoyang Yu, Lianru Gao, Wenzhi Liao, Paolo Gamba, Bing Zhang:
Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification. IGARSS 2018: 3579-3582 - [c114]Meiqin Che, Paolo Gamba:
Possibilities and Limits of Urban Change Detection Using Polarimetric SAR Data. IGARSS 2018: 6079-6082 - [c113]