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2020 – today
- 2024
[c12]Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini:
A Semantic Segmentation-Guided Approach for Ground-to-Aerial Image Matching. IGARSS 2024: 2630-2635- [c11]Casper Fibaek, Luke Camilleri, Andreas Luyts, Nikolaos Dionelis, Bertrand Le Saux:
PhilEO Bench: Evaluating Geo-Spatial Foundation Models. IGARSS 2024: 2739-2744 - [c10]Nikolaos Dionelis, Francesco Pro, Luca Maiano, Irene Amerini, Bertrand Le Saux:
Learning from Unlabelled data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. IGARSS 2024: 8167-8172 - [i12]Casper Fibaek, Luke Camilleri, Andreas Luyts, Nikolaos Dionelis, Bertrand Le Saux:
PhilEO Bench: Evaluating Geo-Spatial Foundation Models. CoRR abs/2401.04464 (2024) - [i11]Nikolaos Dionelis, Francesco Pro, Luca Maiano, Irene Amerini, Bertrand Le Saux:
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images. CoRR abs/2404.11299 (2024) - [i10]Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini:
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching. CoRR abs/2404.11302 (2024) - [i9]Nikolaos Dionelis, Nicolas Longepe:
CAS: Confidence Assessments of classification algorithms for Semantic segmentation of EO data. CoRR abs/2406.18279 (2024) - [i8]Nikolaos Dionelis, Casper Fibaek, Luke Camilleri, Andreas Luyts, Jente Bosmans, Bertrand Le Saux:
Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI. CoRR abs/2406.18295 (2024) - 2023
- [c9]Nikolaos Dionelis, Richard Jackson, Sotirios A. Tsaftaris, Mehrdad Yaghoobi:
SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection. IJCNN 2023: 1-8 - 2022
- [c8]Nikolaos Dionelis, Sotirios A. Tsaftaris, Mehrdad Yaghoobi:
CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition. ICPR 2022: 1792-1799 - [c7]Nikolaos Dionelis
, Sotirios A. Tsaftaris, Mehrdad Yaghoobi:
FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection. ECML/PKDD (3) 2022: 137-153 - 2021
- [c6]Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris:
Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining. ICTAI 2021: 528-535 - [i7]Nikolaos Dionelis:
Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary. CoRR abs/2107.09950 (2021) - [i6]Nikolaos Dionelis:
Tail of Distribution GAN (TailGAN): Generative- Adversarial-Network-Based Boundary Formation. CoRR abs/2107.11658 (2021) - [i5]Nikolaos Dionelis:
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary. CoRR abs/2110.15273 (2021) - [i4]Nikolaos Dionelis:
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection. CoRR abs/2111.15487 (2021) - 2020
- [c5]Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris:
Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary. ICIP 2020: 803-807
2010 – 2019
- 2019
- [j2]Nikolaos Dionelis, Mike Brookes:
Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 27(4): 799-814 (2019) - 2018
- [j1]Nikolaos Dionelis, Mike Brookes:
Phase-Aware Single-Channel Speech Enhancement With Modulation-Domain Kalman Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 26(5): 937-950 (2018) - [c4]Nikolaos Dionelis, Mike Brookes:
Speech Enhancement Using Kalman Filtering in the Logarithmic Bark Power Spectral Domain. EUSIPCO 2018: 1642-1646 - [i3]Nikolaos Dionelis, Mike Brookes:
Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation. CoRR abs/1807.10236 (2018) - [i2]Nikolaos Dionelis:
On Single-Channel Speech Enhancement and On Non-Linear Modulation-Domain Kalman Filtering. CoRR abs/1811.00078 (2018) - 2017
- [c3]Nikolaos Dionelis, Mike Brookes:
Speech enhancement using modulation-domain Kalman filtering with active speech level normalized log-spectrum global priors. EUSIPCO 2017: 2309-2313 - [c2]Nikolaos Dionelis, Mike Brookes:
Modulation-domain speech enhancement using a Kalman filter with a Bayesian update of speech and noise in the log-spectral domain. HSCMA 2017: 111-115 - [i1]Nikolaos Dionelis, Mike Brookes:
Phase-Aware Single-Channel Speech Enhancement with Modulation-Domain Kalman Filtering. CoRR abs/1708.02171 (2017) - 2016
- [c1]Nikolaos Dionelis, Mike Brookes:
Active speech level estimation in noisy signals with quadrature noise suppression. EUSIPCO 2016: 1193-1197
Coauthor Index
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