Lorenzo Bruzzone

Research interests

Publications

• Lunar impact crater identification and age estimation with Chang’E data by deep and transfer learning

  RePEc: Research Papers in Economics ·

• Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification

  IEEE Transactions on Geoscience and Remote Sensing · 2020 · 10.1109/tgrs.2020.3043267

• SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images

  IEEE Transactions on Geoscience and Remote Sensing · 2020 · 10.1109/tgrs.2020.3011913

• Unsupervised Deep Change Vector Analysis for Multiple-Change Detection in VHR Images

  IEEE Transactions on Geoscience and Remote Sensing · 2019 · 10.1109/tgrs.2018.2886643

• Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art

  IEEE Geoscience and Remote Sensing Magazine · 2019 · 10.1109/mgrs.2018.2890023

• Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery

  IEEE Transactions on Geoscience and Remote Sensing · 2018 · 10.1109/tgrs.2018.2863224

• Domain Adaptation for the Classification of Remote Sensing Data: An Overview of Recent Advances

  IEEE Geoscience and Remote Sensing Magazine · 2016 · 10.1109/mgrs.2016.2548504

• Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods

  IEEE Signal Processing Magazine · 2013 · 10.1109/msp.2013.2279179

• Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

  Remote Sensing of Environment · 2012 · 10.1016/j.rse.2012.03.013

• ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features

  Psychophysiology · 2010 · https://doi.org/10.1111/j.1469-8986.2010.01061.x

• Morphological Attribute Profiles for the Analysis of Very High Resolution Images

  IEEE Transactions on Geoscience and Remote Sensing · 2010 · 10.1109/tgrs.2010.2048116

• Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery

  IEEE Transactions on Geoscience and Remote Sensing · 2010 · 10.1109/tgrs.2009.2038274

• Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis

  IEEE Geoscience and Remote Sensing Letters · 2010 · 10.1109/lgrs.2010.2091253

• Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 10.1109/tpami.2009.57

• Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis

  IEEE Transactions on Geoscience and Remote Sensing · 2009 · 10.1109/tgrs.2008.2005729

• Recent advances in techniques for hyperspectral image processing

  Remote Sensing of Environment · 2009 · https://doi.org/10.1016/j.rse.2007.07.028

• Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas

  IEEE Transactions on Geoscience and Remote Sensing · 2008 · 10.1109/tgrs.2008.916480

• A Theoretical Framework for Unsupervised Change Detection Based on Change Vector Analysis in the Polar Domain

  IEEE Transactions on Geoscience and Remote Sensing · 2007 · 10.1109/tgrs.2006.885408

• A Novel Transductive SVM for Semisupervised Classification of Remote-Sensing Images

  IEEE Transactions on Geoscience and Remote Sensing · 2006 · 10.1109/tgrs.2006.877950

• An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images

  IEEE Transactions on Geoscience and Remote Sensing · 2005 · 10.1109/tgrs.2004.842441

• Kernel-based methods for hyperspectral image classification

  IEEE Transactions on Geoscience and Remote Sensing · 2005 · https://doi.org/10.1109/tgrs.2005.846154

• Classification of hyperspectral remote sensing images with support vector machines

  IEEE Transactions on Geoscience and Remote Sensing · 2004 · https://doi.org/10.1109/tgrs.2004.831865

• An adaptive semiparametric and context-based approach to unsupervised change detection in multitemporal remote-sensing images

  IEEE Transactions on Image Processing · 2002 · 10.1109/tip.2002.999678

• Image fusion techniques for remote sensing applications

  Information Fusion · 2002 · 10.1016/s1566-2535(01)00056-2

• Automatic analysis of the difference image for unsupervised change detection

  IEEE Transactions on Geoscience and Remote Sensing · 2000 · https://doi.org/10.1109/36.843009

Current projects

No projects listed.