Nicola Falco

28 papers C 9Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Novel Distribution Distance Based on Inconsistent Adaptive Region for Change Detection Using Hyperspectral Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Zhengjie Lei, Linfu Xie, Nicola Falco, Cheng Shi, Zhenzhen You
2023 J jnl
Multiscale Attention Network Guided With Change Gradient Image for Land Cover Change Detection Using Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyong Lv, Pingdong Zhong, Wei Wang, Zhenzhen You, Nicola Falco
2023 J jnl
Novel Land Cover Change Detection Deep Learning Framework with Very Small Initial Samples Using Heterogeneous Remote Sensing Images.
Remote. Sens.
Yangpeng Zhu, Qianyu Li, Zhiyong Lv, Nicola Falco
2023 J jnl
Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Ming Zhang, Weiwei Sun, Jón Atli Benediktsson, Tao Lei, Nicola Falco
2022 J jnl
Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective.
Proc. IEEE
Zhiyong Lv, Haitao Huang, Xinghua Li, Minghua Zhao, Jón Atli Benediktsson, Weiwei Sun, Nicola Falco
2022 J jnl
Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity.
IEEE Trans. Geosci. Remote. Sens.
Zhiyong Lv, Fengjun Wang, Weiwei Sun, Zhenzhen You, Nicola Falco, Jón Atli Benediktsson
2022 J jnl
Machine-Learning Functional Zonation Approach for Characterizing Terrestrial-Aquatic Interfaces: Application to Lake Erie.
Remote. Sens.
Léa Enguehard, Nicola Falco, Myriam Schmutz, Michelle E. Newcomer, Joshua Ladau, James B. Brown, Laura L. Bourgeau-Chavez, Haruko M. Wainwright
2021 J jnl
Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiyong Lv, Fengjun Wang, Linfu Xie, Weiwei Sun, Nicola Falco, Jón Atli Benediktsson, Zhenzhen You
2021 J jnl
Learning from learning machines: a new generation of AI technology to meet the needs of science.
CoRR
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
2020 J jnl
Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem.
Remote. Sens.
Jashvina Devadoss, Nicola Falco, Baptiste Dafflon, Yuxin Wu, Maya Franklin, Anna Hermes, Eve-Lyn S. Hinckley, Haruko M. Wainwright
2018 C conf
Remote Sensing to Uav-Based Digital Farmland.
IGARSS
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
2018 J jnl
Simultaneous and Constrained Calibration of Multiple Hyperspectral Images Through a New Generalized Empirical Line Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fadi Kizel, Jón Atli Benediktsson, Lorenzo Bruzzone, Gro B. M. Pedersen, Olga K. Vilmundardottir, Nicola Falco
2017 J jnl
Automatic Attribute Profiles.
IEEE Trans. Image Process.
Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Jón Atli Benediktsson
2017 J jnl
Hyperspectral Image Classification With Rotation Random Forest Via KPCA.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot
2016 J jnl
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du
2016 C conf
Region-based classification of remote sensing images with the morphological tree of shapes.
IGARSS
Gabriele Cavallaro, Mauro Dalla Mura, Edwin Carlinet, Thierry Géraud, Nicola Falco, Jón Atli Benediktsson
2016 C conf
Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis.
IGARSS
Nicola Falco, Gabriele Cavallaro, Prashanth Reddy Marpu, Jón Atli Benediktsson
2015 — —
Advanced Spectral and Spatial Techniques for Hyperspectral Image Analysis and Classification.
Nicola Falco
2015 C conf
An advanced classifier for the joint use of LiDAR and hyperspectral data: Case study in Queensland, Australia.
IGARSS
Pedram Ghamisi, Dan Wu, Gabriele Cavallaro, Jón Atli Benediktsson, Stuart R. Phinn, Nicola Falco
2015 C conf
Automatic Threshold Selection for Profiles of Attribute Filters Based on Granulometric Characteristic Functions.
ISMM
Gabriele Cavallaro, Nicola Falco, Mauro Dalla Mura, Lorenzo Bruzzone, Jón Atli Benediktsson
2015 C conf
Automatic morphological attribute profiles.
IGARSS
Gabriele Cavallaro, Mauro Dalla Mura, Nicola Falco, Jón Atli Benediktsson
2015 C conf
Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North state.
IGARSS
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
2015 J jnl
Spectral and Spatial Classification of Hyperspectral Images Based on ICA and Reduced Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens.
Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone
2014 J jnl
A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nicola Falco, Jón Atli Benediktsson, Lorenzo Bruzzone
2014 C conf
An ICA based approach to hyperspectral image feature reduction.
IGARSS
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
2013 — conf
A comparative study of different ICA algorithms for hyperspectral image analysis.
WHISPERS
Nicola Falco, Lorenzo Bruzzone, Jón Atli Benediktsson
2013 J jnl
Change Detection in VHR Images Based on Morphological Attribute Profiles.
IEEE Geosci. Remote. Sens. Lett.
Nicola Falco, Mauro Dalla Mura, Francesca Bovolo, Jón Atli Benediktsson, Lorenzo Bruzzone
2012 C conf
Comparison of ITPCA and IRMAD for automatic change detection using initial change mask.
IGARSS
Nicola Falco, Prashanth Reddy Marpu, Jón Atli Benediktsson