Nicola Falco

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Remote. Sens.

University of Trento, Italy (PHD)

Education History

University of Trento, Italy

PHD

Publications

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 (2024)
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) (2023)
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 (2023)
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 (2023)
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 (2022)
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) (2022)
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) (2022)
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 (2021)
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 (2021)
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) (2020)
Nicola Falco, Haruko M. Wainwright, Craig Ulrich, Baptiste Dafflon, Susan S. Hubbard, Malcolm Williamson, Jackson D. Cothren, Richard G. Ham, Jay A. McEntire, McClain McEntire
Remote Sensing to Uav-Based Digital Farmland. IGARSS (2018)
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) (2018)
Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson
Automatic Attribute Profiles. IEEE Trans. Image Process. 26 (4) (2017)
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) (2017)
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)
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)
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) (2016)
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)
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)
Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson
Automatic morphological attribute profiles. IGARSS (2015)
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)
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) (2015)
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
An ICA based approach to hyperspectral image feature reduction. IGARSS (2014)
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) (2014)
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
A comparative study of different ICA algorithms for hyperspectral image analysis. WHISPERS (2013)
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) (2013)
Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. IGARSS (2012)

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Publication Activity (10 Years)

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Nicola Falco