Nikolaos Dionelis

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Speech Enhancement

Semantic Segmentation

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Francesco Pro, Nikolaos Dionelis, Luca Maiano, Bertrand Le Saux, Irene Amerini
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching. CoRR (2024)
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 (2024)
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 (2024)
Nikolaos Dionelis, Nicolas Longepe
CAS: Confidence Assessments of classification algorithms for Semantic segmentation of EO data. CoRR (2024)
Casper Fibaek, Luke Camilleri, Andreas Luyts, Nikolaos Dionelis, Bertrand Le Saux
PhilEO Bench: Evaluating Geo-Spatial Foundation Models. CoRR (2024)
Nikolaos Dionelis, Richard Jackson, Sotirios A. Tsaftaris, Mehrdad Yaghoobi
SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection. IJCNN (2023)
Nikolaos Dionelis, Sotirios A. Tsaftaris, Mehrdad Yaghoobi
FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection. ECML/PKDD (3) (2022)
Nikolaos Dionelis, Sotirios A. Tsaftaris, Mehrdad Yaghoobi
CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition. ICPR (2022)
Nikolaos Dionelis
FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection. CoRR (2021)
Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris
Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining. ICTAI (2021)
Nikolaos Dionelis
Tail of Distribution GAN (TailGAN): Generative- Adversarial-Network-Based Boundary Formation. CoRR (2021)
Nikolaos Dionelis
Boundary of Distribution Support Generator (BDSG): Sample Generation on the Boundary. CoRR (2021)
Nikolaos Dionelis
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary. CoRR (2021)
Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris
Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary. ICIP (2020)
Nikolaos Dionelis, Mike Brookes
Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Nikolaos Dionelis, Mike Brookes
Phase-Aware Single-Channel Speech Enhancement With Modulation-Domain Kalman Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 26 (5) (2018)
Nikolaos Dionelis
On Single-Channel Speech Enhancement and On Non-Linear Modulation-Domain Kalman Filtering. CoRR (2018)
Nikolaos Dionelis, Mike Brookes
Modulation-Domain Kalman Filtering for Monaural Blind Speech Denoising and Dereverberation. CoRR (2018)
Nikolaos Dionelis, Mike Brookes
Speech Enhancement Using Kalman Filtering in the Logarithmic Bark Power Spectral Domain. EUSIPCO (2018)
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)
Nikolaos Dionelis, Mike Brookes
Speech enhancement using modulation-domain Kalman filtering with active speech level normalized log-spectrum global priors. EUSIPCO (2017)
Nikolaos Dionelis, Mike Brookes
Phase-Aware Single-Channel Speech Enhancement with Modulation-Domain Kalman Filtering. CoRR (2017)
Nikolaos Dionelis, Mike Brookes
Active speech level estimation in noisy signals with quadrature noise suppression. EUSIPCO (2016)