Alina L. Machidon

13 papers B 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparing OCR Pipelines for Folkloristic Text Digitization.
CoRR
Octavian Mihai Machidon, Alina L. Machidon
2025 J jnl
Correction: Adaptive data-driven subsampling for efficient neural network inference.
Signal Image Video Process.
Alina L. Machidon, Veljko Pejovic
2025 J jnl
Integrating control-theoretic predictive deep learning for resource-efficient computing systems.
J. Intell. Inf. Syst.
Alina L. Machidon, Veljko Pejovic
2025 J jnl
SqueezeSlimU-Net: An Adaptive and Efficient Segmentation Architecture for Real-Time UAV Weed Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alina L. Machidon, Andraz Krasovec, Veljko Pejovic, Octavian Mihai Machidon
2024 J jnl
Adaptive data-driven subsampling for efficient neural network inference.
Signal Image Video Process.
Alina L. Machidon, Veljko Pejovic
2024 B conf
Context-Based Adaptation of Neural Network Compression for Unmanned Aerial Vehicle (UAV) Weed Detection.
ICCP
Ioana C. Igret, Alina L. Machidon, Octavian Mihai Machidon
2023 — conf
AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning.
NET4us@MobiCom
Octavian Mihai Machidon, Andraz Krasovec, Alina L. Machidon, Veljko Pejovic, Daniele Latini, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate
2023 J jnl
Deep learning for compressive sensing: a ubiquitous systems perspective.
Artif. Intell. Rev.
Alina L. Machidon, Veljko Pejovic
2021 J jnl
Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference - A Ubiquitous Systems Perspective.
CoRR
Alina L. Machidon, Veljko Pejovic
2020 J jnl
Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and CUDA.
Remote. Sens.
Alina L. Machidon, Octavian Mihai Machidon, Catalin Bogdan Ciobanu, Petre L. Ogrutan
2020 J jnl
Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis.
Remote. Sens.
Alina L. Machidon, Fabio Del Frate, Matteo Picchiani, Octavian Mihai Machidon, Petre L. Ogrutan
2019 — conf
Face Recognition Using Eigenfaces, Geometrical PCA Approximation and Neural Networks.
TSP
Alina L. Machidon, Octavian Mihai Machidon, Petre L. Ogrutan
2019 — conf
On Parallelizing Geometrical PCA Approximation.
RoEduNet
Alina L. Machidon, Catalin Bogdan Ciobanu, Octavian Mihai Machidon, Petre Lucian Ogrutan