A Deep Siamese Network with Hybrid Convolutional Feature Extraction Module for Change Detection Based on Multi-sensor Remote Sensing Images

Object-Based Change Detection Using Multiple Classifiers and Multi-Scale Uncertainty Analysis

(2019) Kun Tan et al.   Remote Sensing

A Parallel Gaussian–Bernoulli Restricted Boltzmann Machine for Mining Area Classification With Hyperspectral Imagery

(2019) Kun Tan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Reliable Mixed-Norm-Based Multiresolution Change Detector in Heterogeneous Remote Sensing Images

(2019) Redha Touati et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image Classification

(2019) Xue Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multimodal Machine Learning: A Survey and Taxonomy

(2018) Tadas Baltrusaitis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images

(2018) Jia Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images

(2017) Yang Zhan et al.   IEEE Geoscience and Remote Sensing Letters

Deep Multimodal Learning: A Survey on Recent Advances and Trends

(2017) Dhanesh Ramachandram et al.   IEEE SIGNAL PROCESSING MAGAZINE

Discriminative Feature Learning for Unsupervised Change Detection in Heterogeneous Images Based on a Coupled Neural Network

(2017) Wei Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-level monitoring of subtle urban changes for the megacities of China using high-resolution multi-view satellite imagery

(2017) Xin Huang et al.   REMOTE SENSING OF ENVIRONMENT

Active learning for training sample selection in remote sensing image classification using spatial information

(2017) Qikai Lu et al.   Remote Sensing Letters

Learning selfhood scales for urban land cover mapping with very-high-resolution satellite images

(2016) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Multi-Feature Object-Based Change Detection Using Self-Adaptive Weight Change Vector Analysis

(2016) Qiang Chen et al.   Remote Sensing

A New Multivariate Statistical Model for Change Detection in Images Acquired by Homogeneous and Heterogeneous Sensors

(2015) Jorge Prendes et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects

(2015) Dana Lahat et al.   PROCEEDINGS OF THE IEEE

The Influence of Polarimetric Parameters and an Object-Based Approach on Land Cover Classification in Coastal Wetlands

(2014) Yuanyuan Chen et al.   Remote Sensing

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Unsupervised change detection using fuzzyc-means and MRF from remotely sensed images

(2013) Ming Hao et al.   Remote Sensing Letters

Multilayer Perceptron Classification of Unknown Volatile Chemicals from the Firing Rates of Insect Olfactory Sensory Neurons and Its Application to Biosensor Design

(2012) Luqman R. Bachtiar et al.   NEURAL COMPUTATION

Multiscale Unsupervised Change Detection on Optical Images by Markov Random Fields and Wavelets

(2011) Gabriele Moser et al.   IEEE Geoscience and Remote Sensing Letters

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

(2011) Michele Volpi et al.   International Journal of Applied Earth Observation and Geoinformation

Object-oriented change detection based on the Kolmogorov–Smirnov test using high-resolution multispectral imagery

(2011) Yuqi Tang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery

(2010) Dominik Brunner et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fast Object-Level Change Detection for VHR Images

(2009) Chunlei Huo et al.   IEEE Geoscience and Remote Sensing Letters

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Conditional Copulas for Change Detection in Heterogeneous Remote Sensing Images

(2008) G. Mercier et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING