List of works - Xiaoxiang Zhu

A framework for SAR-optical stereogrammetry over urban areas.

scientific article

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

scientific article published on 09 November 2018

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

scientific article published on 01 January 2020

Deep Saliency Smoothing Hashing for Drone Image Retrieval

scientific article published in 2023

ERA: A Data Set and Deep Learning Benchmark for Event Recognition in Aerial Videos [Software and Data Sets]

scientific article published on 15 December 2020

Extracting glacier calving fronts by deep learning: the benefit of multi-spectral, topographic and textural input features

scientific article published in 2022

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones

scientific article published in 2019

InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration

scientific article published on 15 February 2018

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

scientific article published on 01 January 2019

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

scientific article published on 01 December 2019

Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network

scientific article published on 01 August 2019

MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data

scientific article published in 2019

MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images

scientific article published in 2022

Multilevel Feature Fusion-Based CNN for Local Climate Zone Classification From Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset

scientific article published in 2020

Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification

scientific article published in 2022

Nonlocal Compressive Sensing-Based SAR Tomography

scientific article published in 2019

Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

scientific article published on 01 March 2019

SAR4LCZ-Net: A Complex-Valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-Pol SAR Data

scientific article published in 2022

So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

scientific article published in 2020

Towards automatic SAR-optical stereogrammetry over urban areas using very high resolution imagery.

scientific article published in April 2018

List of works by Xiaoxiang Zhu

A framework for SAR-optical stereogrammetry over urban areas.

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

Deep Saliency Smoothing Hashing for Drone Image Retrieval

ERA: A Data Set and Deep Learning Benchmark for Event Recognition in Aerial Videos [Software and Data Sets]

Extracting glacier calving fronts by deep learning: the benefit of multi-spectral, topographic and textural input features

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones

InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network

MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data

MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images

Multilevel Feature Fusion-Based CNN for Local Climate Zone Classification From Sentinel-2 Images: Benchmark Results on the So2Sat LCZ42 Dataset

Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification

Nonlocal Compressive Sensing-Based SAR Tomography

Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

SAR4LCZ-Net: A Complex-Valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-Pol SAR Data

So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets]

Towards automatic SAR-optical stereogrammetry over urban areas using very high resolution imagery.