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Style transfer-based domain adaptation for vegetation segmentation with optical imagery

Applied optics (2004), 2021-08, Vol.60 (22), p.F109-F117

2021

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Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-22

2023

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IEEE_Xplore

Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects

IEEE transactions on geoscience and remote sensing, 2019-08, Vol.57 (8), p.5975-5990

2019

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IEEE_Xplore

Object-based detection of vehicles using combined optical and elevation data

ISPRS journal of photogrammetry and remote sensing, 2018-02, Vol.136, p.85-105

2018

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Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-11, Vol.11 (11), p.4299-4316

2018

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Improving the Efficiency of Land Cover Classification by Combining Segmentation, Hierarchical Clustering, and Active Learning

IEEE journal of selected topics in applied earth observations and remote sensing, 2018-11, Vol.11 (11), p.4016-4031

2018

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Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors

Automatisierungstechnik : AT, 2021-04, Vol.69 (4), p.325-335

2021

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DustNet: Attention to Dust

Pattern Recognition, p.211-226

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An Efficient Parallel Algorithm for Graph-Based Image Segmentation

Computer Analysis of Images and Patterns, p.1003-1010

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Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, p.1448-1451

2020

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IEEE_Xplore

Classification with Controlled Robustness in High-Resolution SAR Data

Lecture notes in computer science, 2003, p.92-99

2003

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Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, p.728-731

2019

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IEEE_Xplore

Deep Self-Supervised Image Denoising for Joint Hyperspectral-Lidar Classification

2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, p.1-5

2023

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IEEE_Xplore

Deep Self-Supervised Hyperspectral-Lidar Fusion for Land Cover Classification

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.5910-5913

2023

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IEEE_Xplore

Advantages and disadvantages of training based object detection/classification in SAS images

2013

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Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data

2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2022, p.1-5

2022

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IEEE_Xplore

Class-aware Object Counting

2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2022, p.469-478

2022

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Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, p.3468-3471

2021

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IEEE_Xplore

Deep Self-Supervised Pixel-Level Learning For Hyperspectral Classification

2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2022, p.1-5

2022

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IEEE_Xplore

Terrestrial Visual Dust Density Estimation Based On Deep Learning

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.4923-4926

2023

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IEEE_Xplore

Hyperspectral Band Selection within a Deep Reinforcement Learning Framework

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, p.52-55

2020

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IEEE_Xplore

Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, 2020, p.1303-1306

2020

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IEEE_Xplore

Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme

Adaptive and Natural Computing Algorithms, p.492-499

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Towards Fast 3D Reconstruction of Urban Areas from Aerial Nadir Images for a Near Real-Time Remote Sensing System

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.6472-6475

2018

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IEEE_Xplore

Improving Linear Classification Using Semi-Supervised Invertible Manifold Alignment

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018, p.3551-3554

2018

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IEEE_Xplore

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Style transfer-based domain adaptation for vegetation segmentation with optical imagery

Adaptive Two-Stage Multisensor Convolutional Autoencoder Model for Lossy Compression of Hyperspectral Data

Nonlinear Feature Normalization for Hyperspectral Domain Adaptation and Mitigation of Nonlinear Effects

Object-based detection of vehicles using combined optical and elevation data

Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks

Improving the Efficiency of Land Cover Classification by Combining Segmentation, Hierarchical Clustering, and Active Learning

Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors

DustNet: Attention to Dust

An Efficient Parallel Algorithm for Graph-Based Image Segmentation

Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks

Classification with Controlled Robustness in High-Resolution SAR Data

Domain Adaptation for Semantic Segmentation Using Convolutional Neural Networks

Deep Self-Supervised Image Denoising for Joint Hyperspectral-Lidar Classification

Deep Self-Supervised Hyperspectral-Lidar Fusion for Land Cover Classification

Advantages and disadvantages of training based object detection/classification in SAS images

Transferability of Convolutional Autoencoder Model For Lossy Compression to Unknown Hyperspectral Prisma Data

Class-aware Object Counting

Self-Supervised Image Colorization for Semantic Segmentation of Urban Land Cover

Deep Self-Supervised Pixel-Level Learning For Hyperspectral Classification

Terrestrial Visual Dust Density Estimation Based On Deep Learning

Hyperspectral Band Selection within a Deep Reinforcement Learning Framework

Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification

Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme

Towards Fast 3D Reconstruction of Urban Areas from Aerial Nadir Images for a Near Real-Time Remote Sensing System

Improving Linear Classification Using Semi-Supervised Invertible Manifold Alignment

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