Remote and Distributed Sensing | Doctoral Program - Information Engineering and Computer Science

Remote and Distributed Sensing

The members of this research program have valuable expertise in different ICT sectors of primary importance for the development of advanced systems for environmental monitoring and land management. Their main goal is to develop scientific activities and applications in some of the key areas of the ICT for the environment. The most relevant technological and methodological components of the research program are: airborne and satellite remote sensing technology; signal processing and pattern recognition methodologies; data fusion techniques; radar technology; in-situ sensor technology; the Geographical Information System (GIS). The research group is committed to the development of scientific activities in the above mentioned areas, and works to integrate the methodologies and technologies of multisensory architectures to define effective systems for environmental monitoring. Most of all, the group aims to establish methodologies for the analysis of remote sensing data, and to define data fusion approaches for the integration of multi-temporal and multisensory images (e.g., SAR data, optical data, etc.), as well as ancillary data acquired by in-situ sensors. Attention is paid to the whole processing chain from data acquisition and pre-processing, to data analysis and data fusion, until product delivery to end-users and customized services based on GIS platforms.

 

Publications

11 publications for 20 currently enrolled students

Subsurface signatures of bright terrain formation models on Ganymede by 3D radar sounder simulations
Sbalchiero, Elisa; Thakur, Sanchari; Cortellazzi, Marco; Bruzzone, Lorenzo in ICARUS, v. 394, (2023), p. 115351. - DOI: 10.1016/j.icarus.2022.115351

A Dictionary-Based Integrated Simulation Approach to Model Large- and Small-Scale Coherent Surface Scattering Phenomena in Radar Sounder Data
Sbalchiero, Elisa; Cortellazzi, Marco; Thakur, Sanchari; Bruzzone, Lorenzo in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 61, (2023), p. 1-19. - DOI: 10.1109/TGRS.2023.3317234

A theoretical framework for unsupervised land cover change detection in dense satellite image time series
Listiani, Indira Aprilia; Bovolo, Francesca; Zanetti, Massimo in Proc. SPIE 12733, Image and Signal Processing for Remote Sensing XXIX, 127330A, Bellingham, WA USA: SPIE DIGITAL LIBRARY, 2023, p. 11. - ISBN: 9781510666955. Proceedings of: SPIE, Amsterdam, Netherlands, 3-6 September 2023. - DOI: 10.1117/12.2679728

Differential Diagnosis of Lung Disease through Quantitative Lung Ultrasound Spectroscopy, an in vivo clinical study over 114 patients
Mento, Federico; Perpenti, Mattia; Barcellona, Giuliana; Perrone, Tiziano; Demi, Libertario in IEEE IUS 2023, Montreal: IEEE, 2023, p. 1-4. - ISBN: 979-8-3503-4645-9. Proceedings of: IEEE IUS 2023, Montreal, 03-08 September 2023. - Publication URL . - DOI: 10.1109/IUS51837.2023.10308226

An Attention-Enhanced Feature Fusion Network (AeF2N) for Hyperspectral Image Classification
Zheng, Yongjie; Liu, Sicong; Bruzzone, L in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v. 2023, 20, (2023), p. 55110051-55110055. - Publication URL . - DOI: 10.1109/LGRS.2023.3320193

Network on or Off? Instant Global Binary Decisions over UWB with Flick
Soprana, E.; Trobinger, M.; Vecchia, D.; Picco, G. P. in 22th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), New York: ACM, 2023, p. 261-273. - ISBN: 9798400701184. Proceedings of: IPSN, San Antonio, TX, USA, May 9-12, 2023. - DOI: 10.1145/3583120.3586967

Mapping Mediterranean maquis formations using Sentinel-2 time-series
Listiani, Indira Aprilia; Leloglu, Ugur Murat; Zeydanli, Ugur; Caliskan, Bilgehan Kaan in ECOLOGICAL INFORMATICS, v. 71, (2022), p. 10181401-10181417. - Publication URL . - DOI: 10.1016/j.ecoinf.2022.101814

A multi-layer simulation technique for modeling large and small-scale scattering in radar sounder data
Cortellazzi, M.; Thakur, S.; Sbalchiero, E.; Bruzzone, L. in Image and Signal Processing for Remote Sensing XXVIII, Bellingham, Washington USA: SPIE, 2022, p. 26. - ISBN: 9781510655379. Proceedings of: SPIE, Berlin, Germany, 5th-8th September 2022. - DOI: 10.1117/12.2638225

GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification
Zhao, Hui; Liu, Sicong; Du, Qian; Bruzzone, Lorenzo; Zheng, Yongjie; Du, Kecheng; Tong, Xiaohua; Xie, Huan; Ma, Xiaolong in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 60, (2022), p. 563281401-563281414. - Publication URL . - DOI: 10.1109/TGRS.2022.3215020

A Shallow-to-Deep Feature Fusion Network for {VHR} Remote Sensing Image Classification
Liu, Sicong; Zheng, Yongjie; Du, Qian; Bruzzone, Lorenzo; Samat, Alim; Tong, Xiaohua; Jin, Yanmin; Wang, Chao in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 60, (2022), p. 541021301-541021313. - Publication URL . - DOI: 10.1109/tgrs.2022.3179288

A novel integrated radar sounder simulation technique for modelling large and small-scale surface scattering phenomena
Sbalchiero, E.; Thakur, S.; Cortellazzi, M.; Bruzzone, L. in Proceedings of SPIE - The International Society for Optical Engineering, Madrid: SPIE, 2021, p. 29. - (PROCEEDINGS OF SPIE, THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING). - ISBN: 9781510645684. Proceedings of: Image and Signal Processing for Remote Sensing XXVII 2021, esp, 2021. - DOI: 10.1117/12.2599760

 

Students

Atanasova, Milena Minchevamilena.atanasova [at] unitn.itwebpage
Beati, Ludovica Marialudovicamaria.beati [at] unitn.itwebpage
Cortellazzi, Marcomarco.cortellazzi [at] unitn.itwebpage
Dal Corso, Jordyjordy.dalcorso [at] unitn.itwebpage
Dinesh, Devdev.dinesh [at] unitn.itwebpage
Ferrari, Mattiamattia.ferrari-2 [at] unitn.itwebpage
Giaccone, Lucaluca.giaccone [at] unitn.itwebpage
Goswami, Anurupaanurupa.goswami [at] unitn.itwebpage
Guo, Houcaihoucai.guo [at] unitn.itwebpage
Hueller, Jhonnyjhonny.hueller [at] unitn.itwebpage
Listiani, Indira Apriliaindira.listiani [at] unitn.itwebpage
Pandit, Prashantprashant.pandit [at] unitn.itwebpage
Perpenti, Mattiamattia.perpenti [at] unitn.itwebpage
Sankaranarayanan, Aadhithyaa.sankaranarayanan [at] unitn.itwebpage
Sharma, Aanchalaanchal.sharma [at] unitn.itwebpage
Soprana, Enricoenrico.soprana [at] unitn.itwebpage
Wicklein, Jana Annikajanaannika.wicklein [at] unitn.itwebpage
Yebasse, Milkisa Tesfayemilkisa.yebasse [at] unitn.itwebpage
Zangrandi, Chiarachiara.zangrandi [at] unitn.itwebpage
Zheng, Yongjieyongjie.zheng [at] unitn.itwebpage