Comparison of ITPCA and IRMAD for automatic change detection using initial change mask. - Nicola Falco; Prashanth Reddy Marpu; Jón Atli Benediktsson (IGARSS, 2012)

A comparative study of different ICA algorithms for hyperspectral image analysis. - Nicola Falco; Lorenzo Bruzzone; Jón Atli Benediktsson (WHISPERS, 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)

An ICA based approach to hyperspectral image feature reduction. - Nicola Falco; Lorenzo Bruzzone; Jón Atli Benediktsson (IGARSS, 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)

Automatic morphological attribute profiles. - Gabriele Cavallaro; Mauro Dalla Mura; Nicola Falco; Jón Atli Benediktsson (IGARSS, 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 (IGARSS, 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; et al. (IGARSS, 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 (ISMM, 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)

Advanced Spectral and Spatial Techniques for Hyperspectral Image Analysis and Classification. - Nicola Falco (2015)

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 (IGARSS, 2016)

Unsupervised change detection analysis to multi-channel scenario based on morphological contextual analysis. - Nicola Falco; Gabriele Cavallaro; Prashanth Reddy Marpu; Jón Atli Benediktsson (IGARSS, 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)

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)

Automatic Attribute Profiles. - Gabriele Cavallaro; Nicola Falco; Mauro Dalla Mura; Jón Atli Benediktsson (IEEE Trans. Image Process., 2017)

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 (IGARSS, 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-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)

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; et al. (CoRR, 2021)

Diagnostic Analysis on Change Vector Analysis Methods for LCCD Using Remote Sensing Images. - Zhiyong Lv; Fengjun Wang; Linfu Xie; Weiwei Sun 005; Nicola Falco; Jón Atli Benediktsson; Zhenzhen You (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective. - Zhiyong Lv; Haitao Huang; Xinghua Li 002; Minghua Zhao; Jón Atli Benediktsson; Weiwei Sun 005; Nicola Falco (Proc. IEEE, 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)

Landslide Inventory Mapping on VHR Images via Adaptive Region Shape Similarity. - Zhiyong Lv; Fengjun Wang; Weiwei Sun 005; Zhenzhen You; Nicola Falco; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2022)

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)

Spatial-Contextual Information Utilization Framework for Land Cover Change Detection With Hyperspectral Remote Sensed Images. - Zhiyong Lv; Ming Zhang; Weiwei Sun 005; Jón Atli Benediktsson; Tao Lei; Nicola Falco (IEEE Trans. Geosci. Remote. Sens., 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., 2023)

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 002; Zhenzhen You (IEEE Trans. Geosci. Remote. Sens., 2024)