Concepedia

Alina L. Machidon

AL

5

Publications

142

Citations

5

H-Index

2019

Active since

Affiliations

University of Ljubljana(Current)

Transylvania University of Brașov

Alina L. Machidon is an author at University of Ljubljana specializing in data science, engineering, and computer vision.

Top concepts

EngineeringData ScienceImage AnalysisComputer VisionComputer ScienceMachine LearningPattern RecognitionGeographyBiometricsDeep Learning

Publications per year

2019–2025

5

Publications

5

Deep learning for compressive sensing: a ubiquitous systems perspective

Alina L. Machidon, Veljko Pejović · Artificial Intelligence Review · 2022 · 55 citations · Full text

Sparse Representation, Sparse Imaging, Machine Learning +12

Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis

Alina L. Machidon, Fabio Del Frate, Matteo Picchiani et al. · Remote Sensing · 2020 · 39 citations · Full text

Image Analysis, Computer Vision, Data Science +14

Face Recognition Using Eigenfaces, Geometrical PCA Approximation and Neural Networks

Alina L. Machidon, Octavian Machidon, Petre Ogrutan · 2019 · 27 citations

Face Detection, Geometrical Pca Approximation, Facial Recognition System +15

SqueezeSlimU-Net: An Adaptive and Efficient Segmentation Architecture for Real-Time UAV Weed Detection

Alina L. Machidon, Andraž Krašovec, Veljko Pejović et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2025 · 11 citations · Full text

Enabling resource-efficient edge intelligence with compressive sensing-based deep learning

Alina L. Machidon, Veljko Pejović · 2022 · 10 citations

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