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Vasileios Magoulianitis
Vasileios Magoulianitis
PhD Student at USC-ECE
Geverifieerd e-mailadres voor usc.edu
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Deep learning on multi sensor data for counter UAV applications—A systematic review
S Samaras, E Diamantidou, D Ataloglou, N Sakellariou, A Vafeiadis, ...
Sensors 19 (22), 4837, 2019
1722019
Does deep super-resolution enhance uav detection?
V Magoulianitis, D Ataloglou, A Dimou, D Zarpalas, P Daras
2019 16th IEEE International Conference on Advanced Video and Signal Based …, 2019
622019
UAV classification with deep learning using surveillance radar data
S Samaras, V Magoulianitis, A Dimou, D Zarpalas, P Daras
International Conference on Computer Vision Systems, 744-753, 2019
262019
E-pixelhop: An enhanced pixelhop method for object classification
Y Yang, V Magoulianitis, CCJ Kuo
2021 Asia-Pacific Signal and Information Processing Association Annual …, 2021
152021
The Novel Green Learning Artificial Intelligence for Prostate Cancer Imaging: A Balanced Alternative to Deep Learning and Radiomics
M Kaneko, V Magoulianitis, LS Ramacciotti, A Raman, D Paralkar, ...
Urologic Clinics, 2023
52023
HEVC decoder optimization in low power configurable architecture for wireless devices
V Magoulianitis, I Katsavounidis
2015 IEEE 16th International Symposium on A World of Wireless, Mobile and …, 2015
42015
MP09-06 ASSESSMENT OF A NOVEL BPMRI-BASED MACHINE LEARNING FRAMEWORK TO AUTOMATE THE DETECTION OF CLINICALLY SIGNIFICANT PROSTATE CANCER USING THE PI-CAI (PROSTATE IMAGING …
Andre Luis Abreu, Giovanni Cacciamani, Masatomo Kaneko, Vasileios ...
The Journal of Urology 209 (Supplement 4), e106, 2023
22023
MP09-05 Automated prostate gland and prostate zones segmentation using a novel mri-based machine learning framework and creation of software interface for users annotation
M Kaneko, GIE Cacciamani, Y Yang, V Magoulianitis, J Xue, J Yang, J Liu, ...
The Journal of Urology 209 (Supplement 4), e105, 2023
22023
MP55-20 a novel machine learning framework for automated detection of prostate cancer lesions confirmed on mri-informed target biopsy
M Kaneko, GE Cacciamani, V Magoulianitis, Y Yang, J Xue, J Yang, J Liu, ...
The Journal of Urology 209 (Supplement 4), e771, 2023
22023
LGSQE: Lightweight Generated Sample Quality Evaluation
G Zhao, V Magoulianitis, S You, CCJ Kuo
2023 IEEE International Conference on Image Processing (ICIP), 1915-1919, 2023
12023
Lightweight Quality Evaluation of Generated Samples and Generative Models
G Zhao, V Magoulianitis, S You, CCJ Kuo
APSIPA Transactions on Signal and Information Processing 12 (1), 2023
12023
An Unsupervised Parameter-Free Nuclei Segmentation Method for Histology Images
V Magoulianitis, P Han, Y Yang, CCJ Kuo
2022 IEEE International Conference on Image Processing (ICIP), 226-230, 2022
12022
Statistical attention localization (SAL): Methodology and application to object classification
Y Yang, V Magoulianitis, X Wang, CCJ Kuo
arXiv preprint arXiv:2208.01823, 2022
12022
HUNIS: High-Performance Unsupervised Nuclei Instance Segmentation
V Magoulianitis, Y Yang, CCJ Kuo
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
12022
Unsupervised data-driven nuclei segmentation for histology images
V Magoulianitis, P Han, Y Yang, CCJ Kuo
arXiv preprint arXiv:2110.07147, 2021
12021
PD36-11 A NOVEL LIGHTWEIGHT MACHINE LEARNING MODEL FOR AUTOMATED RECLASSIFICATION OF THE INDEX LESION ON BIPARAMETRIC PROSTATE MRI
GE Cacciamani, M Kaneko, V Magoulianitis, J Yang, Y Yang, J Xue, J Liu, ...
The Journal of Urology 211 (5S), e797, 2024
2024
Generative artificial intelligence in surgery
S Rodler, C Ganjavi, P De Backer, V Magoulianitis, LS Ramacciotti, ...
Surgery, 2024
2024
PCa-RadHop: A Transparent and Lightweight Feed-forward Method for Clinically Significant Prostate Cancer Segmentation
V Magoulianitis, J Yang, Y Yang, J Xue, M Kaneko, G Cacciamani, ...
arXiv preprint arXiv:2403.15969, 2024
2024
PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation
Y Yang, V Magoulianitis, J Yang, J Xue, M Kaneko, G Cacciamani, ...
arXiv preprint arXiv:2403.15971, 2024
2024
A Lightweight Generalizable Evaluation and Enhancement Framework for Generative Models and Generated Samples
G Zhao, V Magoulianitis, S You, CCJ Kuo
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
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