List of works - Nicola Falco

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

scholarly article

A toolbox for unsupervised change detection analysis

An ICA based approach to hyperspectral image feature reduction

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

article

Automatic Attribute Profiles.

scientific article

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

Automatic morphological attribute profiles

Change Detection in VHR Images Based on Morphological Attribute Profiles

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

scholarly article

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

scholarly article published July 2012

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

Extraction of spatial features in hyperspectral images based on the analysis of differential attribute profiles

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

scholarly article

Investigating Microtopographic and Soil Controls on a Mountainous Meadow Plant Community Using High‐Resolution Remote Sensing and Surface Geophysical Data

scientific article

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

scientific article published in 2022

Mapping 35 years of change in Leaf Mass per Area across the globe from multispectral satellite data

conference paper presented at EGU22

Of mosses and men: Plant succession, soil development and soil carbon accretion in the sub-Arctic volcanic landscape of Hekla, Iceland

scholarly article

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

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

scholarly article by Fadi Kizel et al published June 2018 in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

Study on the capabilities of morphological attribute profiles in change detection on VHR images

The Importance of Accounting for Landscape Position When Investigating Grasslands: A Multidisciplinary Characterisation of a California Coastal Grassland

scientific article published in 2024

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

article published in 2016

List of works by Nicola Falco

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

A toolbox for unsupervised change detection analysis

An ICA based approach to hyperspectral image feature reduction

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

Automatic Attribute Profiles.

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

Automatic morphological attribute profiles

Change Detection in VHR Images Based on Morphological Attribute Profiles

Class-Separation-Based Rotation Forest for Hyperspectral Image Classification

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

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

Extraction of spatial features in hyperspectral images based on the analysis of differential attribute profiles

Hyperspectral Image Classification With Rotation Random Forest Via KPCA

Investigating Microtopographic and Soil Controls on a Mountainous Meadow Plant Community Using High‐Resolution Remote Sensing and Surface Geophysical Data

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

Mapping 35 years of change in Leaf Mass per Area across the globe from multispectral satellite data

Of mosses and men: Plant succession, soil development and soil carbon accretion in the sub-Arctic volcanic landscape of Hekla, Iceland

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

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

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

Study on the capabilities of morphological attribute profiles in change detection on VHR images

The Importance of Accounting for Landscape Position When Investigating Grasslands: A Multidisciplinary Characterisation of a California Coastal Grassland

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