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Books and Theses
- 2015
[b1]Nicola Falco:
Advanced Spectral and Spatial Techniques for Hyperspectral Image Analysis and Classification. University of Trento, Italy, 2015
Journal Articles
- 2024
- [j16]Zhiyong Lv
, Zhengjie Lei, Linfu Xie, Nicola Falco, Cheng Shi, Zhenzhen You:
Novel Distribution Distance Based on Inconsistent Adaptive Region for Change Detection Using Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - 2023
- [j15]Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Nicola Falco:
Multiscale Attention Network Guided With Change Gradient Image for Land Cover Change Detection Using Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j14]Yangpeng Zhu, Qianyu Li, Zhiyong Lv, Nicola Falco:
Novel Land Cover Change Detection Deep Learning Framework with Very Small Initial Samples Using Heterogeneous Remote Sensing Images. Remote. Sens. 15(18): 4609 (2023) - [j13]Zhiyong Lv, Ming Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei, Nicola Falco:
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - 2022
- [j12]Zhiyong Lv, Haitao Huang, Xinghua Li, Minghua Zhao, Jón Atli Benediktsson, Weiwei Sun, Nicola Falco:
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective. Proc. IEEE 110(12): 1976-1991 (2022) - [j11]Léa Enguehard, Nicola Falco, Myriam Schmutz, Michelle E. Newcomer, Joshua Ladau, James B. Brown, Laura L. Bourgeau-Chavez, Haruko M. Wainwright:
Machine-Learning Functional Zonation Approach for Characterizing Terrestrial-Aquatic Interfaces: Application to Lake Erie. Remote. Sens. 14(14): 3285 (2022) - [j10]Zhiyong Lv, Fengjun Wang, Weiwei Sun, Zhenzhen You, Nicola Falco, Jón Atli Benediktsson:
Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - 2021
- [j9]Zhiyong Lv, Fengjun Wang, Linfu Xie, Weiwei Sun, Nicola Falco, Jón Atli Benediktsson, Zhenzhen You:
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10199-10212 (2021) - 2020
- [j8]Jashvina Devadoss, Nicola Falco, Baptiste Dafflon, Yuxin Wu, Maya Franklin, Anna Hermes, Eve-Lyn S. Hinckley, Haruko M. Wainwright:
Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem. Remote. Sens. 12(17): 2733 (2020) - 2018
- [j7]Fadi Kizel, Jón Atli Benediktsson, Lorenzo Bruzzone, Gro B. M. Pedersen, Olga K. Vilmundardottir, Nicola Falco:
Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(6): 2047-2058 (2018) - 2017
- [j6]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot:
Hyperspectral Image Classification With Rotation Random Forest Via KPCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1601-1609 (2017) - [j5]Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson:
Automatic Attribute Profiles. IEEE Trans. Image Process. 26(4): 1859-1872 (2017) - 2016
- [j4]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du:
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(4): 584-588 (2016) - 2015
- [j3]Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone:
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(11): 6223-6240 (2015) - 2014
- [j2]Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone:
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2183-2199 (2014) - 2013
- [j1]Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone:
Change Detection in VHR Images Based on Morphological Attribute Profiles. IEEE Geosci. Remote. Sens. Lett. 10(3): 636-640 (2013)
Conference and Workshop Papers
- 2018
- [c10]Nicola Falco, Haruko M. Wainwright, Craig Ulrich, Baptiste Dafflon, Susan S. Hubbard, Malcolm Williamson, Jackson David Cothren, Richard G. Ham, Jay A. McEntire, McClain McEntire:
Remote Sensing to Uav-Based Digital Farmland. IGARSS 2018: 5936-5939 - 2016
- [c9]Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson:
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis. IGARSS 2016: 3374-3377 - [c8]Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson:
Region-based classification of remote sensing images with the morphological tree of shapes. IGARSS 2016: 5087-5090 - 2015
- [c7]Tuomas Häme, Teemu Mutanen, Yrjö Rauste, Oleg Antropov, Matthieu Molinier, Shaun Quegan, Euripidis Kantzas, Annikki Mäkelä, Francesco Minunno, Jón Atli Benediktsson, Nicola Falco, Kolbeinn Árnason, Rune Storvold, Jörg Haarpaintner, Vladimir Elsakov, Jussi Rasinmäki:
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state. IGARSS 2015: 2048-2051 - [c6]Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jón Atli Benediktsson, Stuart R. Phinn, Nicola Falco:
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia. IGARSS 2015: 2354-2357 - [c5]Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson:
Automatic morphological attribute profiles. IGARSS 2015: 2604-2607 - [c4]Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jón Atli Benediktsson:
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions. ISMM 2015: 169-181 - 2014
- [c3]Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson:
An ICA based approach to hyperspectral image feature reduction. IGARSS 2014: 3470-3473 - 2013
- [c2]Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson:
A comparative study of different ICA algorithms for hyperspectral image analysis. WHISPERS 2013: 1-4 - 2012
- [c1]Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson:
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. IGARSS 2012: 6769-6772
Informal and Other Publications
- 2021
- [i1]Luca Pion-Tonachini, Kristofer E. Bouchard, Héctor García Martín, Sean Peisert, W. Bradley Holtz, Anil Aswani, Dipankar Dwivedi, Haruko M. Wainwright, Ghanshyam Pilania, Benjamin Nachman, Babetta L. Marrone, Nicola Falco, Prabhat, Daniel B. Arnold, Alejandro Wolf-Yadlin, Sarah Powers, Sharlee Climer, Quinn Jackson, Ty Carlson, Michael Sohn, Petrus H. Zwart, Neeraj Kumar, Amy Justice, Claire J. Tomlin, Daniel A. Jacobson, Gos Micklem, Georgios V. Gkoutos, Peter J. Bickel, Jean-Baptiste Cazier, Juliane Müller, Bobbie-Jo Webb-Robertson, Rick Stevens, Mark Anderson, Kenneth Kreutz-Delgado, Michael W. Mahoney, James B. Brown:
Learning from learning machines: a new generation of AI technology to meet the needs of science. CoRR abs/2111.13786 (2021)
Coauthor Index
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