A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

scholarly article by Devis Tuia et al published June 2011 in IEEE Journal on Selected Topics in Signal Processing

Advanced active sampling for remote sensing image classification

Analysis of past and future dam formation and failure in the Santa Cruz River (San Juan province, Argentina)

article

Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks ⬇️

scholarly article by Michele Volpi & Devis Tuia published February 2017 in IEEE Transactions on Geoscience and Remote Sensing

Detecting animals in African Savanna with UAVs and the crowds

scientific article published in 2017

Enhanced change detection using nonlinear feature extraction

Flooding extent cartography with Landsat TM imagery and regularized kernel Fisher's discriminant analysis

article

Memory-Based Cluster Sampling for Remote Sensing Image Classification

Multi-sensor change detection based on nonlinear canonical correlations

Semi-supervised multiview embedding for hyperspectral data classification

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

Supervised change detection in VHR images using contextual information and support vector machines

Supervised change detection in VHR images: A comparative analysis

Transfer component analysis for domain adaptation in image classification

Unbiased query-by-bagging active learning for VHR image classification

Unsupervised Change Detection With Kernels

Unsupervised change detection by kernel clustering

Unsupervised change detection in the feature space using kernels

article published in 2011