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Journal Articles
- 2024
[j5]Alina L. Machidon, Veljko Pejovic
:
Adaptive data-driven subsampling for efficient neural network inference. Signal Image Video Process. 18(6-7): 5163-5171 (2024)- 2023
- [j4]Alina L. Machidon, Veljko Pejovic:
Deep learning for compressive sensing: a ubiquitous systems perspective. Artif. Intell. Rev. 56(4): 3619-3658 (2023) - 2020
- [j3]Luca Fasano, Daniele Latini, Alina Machidon, Chiara Clementini, Giovanni Schiavon, Fabio Del Frate:
SAR Data Fusion Using Nonlinear Principal Component Analysis. IEEE Geosci. Remote. Sens. Lett. 17(9): 1543-1547 (2020) - [j2]Alina L. Machidon, Fabio Del Frate, Matteo Picchiani, Octavian Mihai Machidon, Petre L. Ogrutan:
Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis. Remote. Sens. 12(11): 1698 (2020) - [j1]Alina L. Machidon, Octavian Mihai Machidon, Catalin Bogdan Ciobanu, Petre L. Ogrutan:
Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and CUDA. Remote. Sens. 12(12): 1918 (2020)
Conference and Workshop Papers
- 2023
- [c5]Octavian Mihai Machidon, Andraz Krasovec, Alina L. Machidon, Veljko Pejovic, Daniele Latini, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate:
AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning. NET4us@MobiCom 2023: 193-200 - 2022
- [c4]Alina Machidon, Veljko Pejovic:
Enabling resource-efficient edge intelligence with compressive sensing-based deep learning. CF 2022: 141-149 - 2019
- [c3]Alina L. Machidon, Catalin Bogdan Ciobanu, Octavian Mihai Machidon, Petre Lucian Ogrutan:
On Parallelizing Geometrical PCA Approximation. RoEduNet 2019: 1-6 - [c2]Alina L. Machidon, Octavian Mihai Machidon, Petre L. Ogrutan:
Face Recognition Using Eigenfaces, Geometrical PCA Approximation and Neural Networks. TSP 2019: 80-83 - 2018
- [c1]Alina Machidon, Radu-Mihai Coliban, Octavian Machidon, Mihai Ivanovici:
Maximum Distance-based PCA Approximation for Hyperspectral Image Analysis and Visualization. TSP 2018: 1-4
Informal and Other Publications
- 2021
- [i1]Alina L. Machidon, Veljko Pejovic:
Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference - A Ubiquitous Systems Perspective. CoRR abs/2105.13191 (2021)
Coauthor Index
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