Alina Machidon

According to our database, Alina Machidon authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Adaptive data-driven subsampling for efficient neural network inference.

Alina L. Machidon, Veljko Pejovic

Signal Image Video Process., August, 2024

2023

Deep learning for compressive sensing: a ubiquitous systems perspective.

Alina L. Machidon, Veljko Pejovic

Artif. Intell. Rev., April, 2023

AgriAdapt: Towards Resource-Efficient UAV Weed Detection using Adaptable Deep Learning.

Octavian Mihai Machidon, Andraz Krasovec, Alina L. Machidon, Veljko Pejovic, Daniele Latini, Sarathchandrakumar Thottuchirayil Sasidharan, Fabio Del Frate

Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society, 2023

2022

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

Alina Machidon, Veljko Pejovic

Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

2021

Deep Learning Techniques for Compressive Sensing-Based Reconstruction and Inference - A Ubiquitous Systems Perspective.

Alina L. Machidon, Veljko Pejovic

CoRR, 2021

2020

Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and CUDA.

Alina L. Machidon, Octavian Mihai Machidon, Catalin Bogdan Ciobanu, Petre L. Ogrutan

Remote. Sens., 2020

Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis.

Alina L. Machidon, Fabio Del Frate, Matteo Picchiani, Octavian Mihai Machidon, Petre L. Ogrutan

Remote. Sens., 2020

SAR Data Fusion Using Nonlinear Principal Component Analysis.

Luca Fasano, Daniele Latini, Alina Machidon, Chiara Clementini, Giovanni Schiavon, Fabio Del Frate

IEEE Geosci. Remote. Sens. Lett., 2020

2019

Face Recognition Using Eigenfaces, Geometrical PCA Approximation and Neural Networks.

Alina L. Machidon, Octavian Mihai Machidon, Petre L. Ogrutan

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

On Parallelizing Geometrical PCA Approximation.

Alina L. Machidon, Catalin Bogdan Ciobanu, Octavian Mihai Machidon, Petre Lucian Ogrutan

Proceedings of the 2019 18th RoEduNet Conference: Networking in Education and Research (RoEduNet), 2019

2018

Maximum Distance-based PCA Approximation for Hyperspectral Image Analysis and Visualization.

Alina Machidon, Radu-Mihai Coliban, Octavian Machidon, Mihai Ivanovici

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018