Nicola Falco

According to our database, Nicola Falco authored at least 28 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Novel Distribution Distance Based on Inconsistent Adaptive Region for Change Detection Using Hyperspectral Remote Sensing Images.

Zhiyong Lv, Zhengjie Lei, Linfu Xie, Nicola Falco, Cheng Shi, Zhenzhen You

IEEE Trans. Geosci. Remote. Sens., 2024

2023

Novel Land Cover Change Detection Deep Learning Framework with Very Small Initial Samples Using Heterogeneous Remote Sensing Images.

Yangpeng Zhu, Qianyu Li, Zhiyong Lv, Nicola Falco

Remote. Sens., September, 2023

Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images.

Zhiyong Lv, Ming Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei, Nicola Falco

IEEE Trans. Geosci. Remote. Sens., 2023

Multiscale Attention Network Guided With Change Gradient Image for Land Cover Change Detection Using Remote Sensing Images.

Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Nicola Falco

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity.

Zhiyong Lv, Fengjun Wang, Weiwei Sun, Zhenzhen You, Nicola Falco, Jón Atli Benediktsson

IEEE Trans. Geosci. Remote. Sens., 2022

Machine-Learning Functional Zonation Approach for Characterizing Terrestrial-Aquatic Interfaces: Application to Lake Erie.

Léa Enguehard, Nicola Falco, Myriam Schmutz, Michelle E. Newcomer, Joshua Ladau, James B. Brown, Laura L. Bourgeau-Chavez, Haruko M. Wainwright

Remote. Sens., 2022

Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective.

Zhiyong Lv, Haitao Huang, Xinghua Li, Minghua Zhao, Jón Atli Benediktsson, Weiwei Sun, Nicola Falco

Proc. IEEE, 2022

2021

Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images.

Zhiyong Lv, Fengjun Wang, Linfu Xie, Weiwei Sun, Nicola Falco, Jón Atli Benediktsson, Zhenzhen You

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Learning from learning machines: a new generation of AI technology to meet the needs of science.

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

CoRR, 2021

2020

Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem.

Jashvina Devadoss, Nicola Falco, Baptiste Dafflon, Yuxin Wu, Maya Franklin, Anna Hermes, Eve-Lyn S. Hinckley, Haruko M. Wainwright

Remote. Sens., 2020

2018

Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model.

Fadi Kizel, Jón Atli Benediktsson, Lorenzo Bruzzone, Gro B. M. Pedersen, Olga K. Vilmundardottir, Nicola Falco

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Remote Sensing to Uav-Based Digital Farmland.

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Automatic Attribute Profiles.

Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson

IEEE Trans. Image Process., 2017

Hyperspectral Image Classification With Rotation Random Forest Via KPCA.

Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification.

Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du

IEEE Geosci. Remote. Sens. Lett., 2016

Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis.

Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Region-based classification of remote sensing images with the morphological tree of shapes.

Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Advanced Spectral and Spatial Techniques for Hyperspectral Image Analysis and Classification.

Nicola Falco

PhD thesis, 2015

Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles.

Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2015

Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions.

Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jón Atli Benediktsson

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.

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

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia.

Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jón Atli Benediktsson, Stuart R. Phinn, Nicola Falco

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic morphological attribute profiles.

Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification.

Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An ICA based approach to hyperspectral image feature reduction.

Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Change Detection in VHR Images Based on Morphological Attribute Profiles.

Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone

IEEE Geosci. Remote. Sens. Lett., 2013

A comparative study of different ICA algorithms for hyperspectral image analysis.

Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012

Comparison of ITPCA and IRMAD for automatic change detection using initial change mask.

Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012