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Lei Xu

Orcid: 0000-0003-0115-2770

Affiliations:
  • Tampere University, Department of Computing Sciences, Tampere, Finland
  • Tampere University of Technology, Laboratory of Signal Processing, Tampere, Finland


According to our database1, Lei Xu authored at least 12 papers between 2015 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images.
[BibTeX]
[DOI]
Mehmet Yamac
,
Lei Xu
,
Serkan Kiranyaz
,
Moncef Gabbouj
CoRR, February, 2026

2025
Dropout Concrete Autoencoder for Band Selection on Hyperspectral Image Scenes.
[BibTeX]
[DOI]
Lei Xu
,
Mete Ahishali
,
Moncef Gabbouj
IEEE Geosci. Remote. Sens. Lett., 2025

Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection.
[BibTeX]
[DOI]
Lei Xu
,
Mehmet Yamac
,
Mete Ahishali
,
Moncef Gabbouj
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024
Machine Learning Solutions for Classification and Regions of Interest Analysis on Imbalanced Datasets.
[BibTeX]
[DOI]
Lei Xu
PhD thesis, 2024

Conformal Prediction on Quantifying Uncertainty of Dynamic Systems.
[BibTeX]
[DOI]
Aoming Liang
,
Qi Liu
,
Lei Xu
,
Fahad Sohrab
,
Weicheng Cui
,
Changhui Song
,
Moncef Gabbouj
CoRR, 2024

Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets.
[BibTeX]
[DOI]
Lei Xu
,
Moncef Gabbouj
CoRR, 2024

Dropout Concrete Autoencoder for Band Selection on HSI Scenes.
[BibTeX]
[DOI]
Lei Xu
,
Mete Ahishali
,
Moncef Gabbouj
CoRR, 2024

2022
Saliency-Based Multilabel Linear Discriminant Analysis.
[BibTeX]
[DOI]
Lei Xu
,
Jenni Raitoharju
,
Alexandros Iosifidis
,
Moncef Gabbouj
IEEE Trans. Cybern., 2022

2020
Saliency-based Weighted Multi-label Linear Discriminant Analysis.
[BibTeX]
[DOI]
Lei Xu
,
Jenni Raitoharju
,
Alexandros Iosifidis
,
Moncef Gabbouj
CoRR, 2020

2018
Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models.
[BibTeX]
[DOI]
Lei Xu
,
Honglei Zhang
,
Jenni Raitoharju
,
Moncef Gabbouj
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Weighted Linear Discriminant Analysis Based on Class Saliency Information.
[BibTeX]
[DOI]
Lei Xu
,
Alexandros Iosifidis
,
Moncef Gabbouj
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2015
Computer Vision for Head Pose Estimation: Review of a Competition.
[BibTeX]
[DOI]
Heikki Huttunen
,
Ke Chen
,
Abhishek Thakur
,
Artus Krohn-Grimberghe
,
Oguzhan Gencoglu
,
Xingyang Ni
,
Mohammed Al-Musawi
,
Lei Xu
,
Hendrik Jacob van Veen
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015


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