Dimitris K. Iakovidis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 44

Top Topics

Capsule Endoscopy

Risk Assessment

Image Classification

Top Venues

Publications

Georgia Sovatzidi, Georgios Triantafyllou, George Dimas, Panagiotis G. Kalozoumis, Dimitris Drikakis, Ioannis W. Kokkinakis, Ioannis A. Markakis, Christina Golna, Dimitris K. Iakovidis
Risk Assessment of COVID-19 Transmission on Cruise Ships Using Fuzzy Rules. AIAI (3) (2024)
Dimitrios E. Diamantis, Panagiota Gatoula, Anastasios Koulaouzidis, Dimitris K. Iakovidis
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation. IEEE Access 12 (2024)
Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis
SUShe: simple unsupervised shadow removal. Multim. Tools Appl. 83 (7) (2024)
Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis
TransLevelSet: Integrating vision transformers with level-sets for medical image segmentation. Neurocomputing 599 (2024)
Georgios Triantafyllou, George Dimas, Panagiotis G. Kalozoumis, Dimitris K. Iakovidis
Wave-Shaping Neural Activation for Improved 3D Model Reconstruction from Sparse Point Clouds. ACIVS (2023)
Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis
Towards the Interpretation of Multi-Label Image Classification Using Transformers and Fuzzy Cognitive Maps. FUZZ (2023)
George Dimas, Anastasios Koulaouzidis, Dimitris K. Iakovidis
Co-Operative CNN for Visual Saliency Prediction on WCE Images. ICASSP (2023)
Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis
Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection. PCI (2023)
Charis Ntakolia, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis
Emotion-aware brain storm optimization. Memetic Comput. 15 (4) (2023)
Michael D. Vasilakakis, Dimitris K. Iakovidis
Fuzzy similarity phrases for interpretable data classification. Inf. Sci. 624 (2023)
Dimitrios E. Diamantis, Panagiota Gatoula, Anastasios Koulaouzidis, Dimitris K. Iakovidis
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation. CoRR (2023)
George Dimas, Dimitris K. Iakovidis
Virtual Grid Mapping for Visual Size Measurements. IEEE Trans. Instrum. Meas. 72 (2023)
Georgia Sovatzidi, Dimitris K. Iakovidis
Interpretable EEG-Based Emotion Recognition Using Fuzzy Cognitive Maps. MIE (2023)
George Dimas, Panagiota Gatoula, Dimitris K. Iakovidis
A Single Image Neuro-Geometric Depth Estimation. ACIVS (2023)
Michael Vasilakakis, Georgia Sovatzidi, George Dimas, Dimitris K. Iakovidis
Towards the Interpretation of Convolutional Neural Networks for Image Classification Using Fuzzy Sets. SMC (2022)
Alexandros Mitsou, Dimitra-Christina C. Koutsiou, Dimitrios E. Diamantis, Theodoros Psallidas, George Dimas, Michael Vasilakakis, Panagiotis Kalozoumis, Evaggelos Spyrou, Stavros J. Perantonis, Artur Krukowski, Dimitris K. Iakovidis
ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study. PETRA (2022)
Dimitrios E. Diamantis, Dimitris K. Iakovidis
Fuzzy Pooling. CoRR (2022)
Charis Ntakolia, George Dimas, Dimitris K. Iakovidis
User-centered system design for assisted navigation of visually impaired individuals in outdoor cultural environments. Univers. Access Inf. Soc. 21 (1) (2022)
Dimitrios E. Diamantis, Panagiota Gatoula, Dimitris K. Iakovidis
EndoVAE: Generating Endoscopic Images with a Variational Autoencoder. IVMSP (2022)
Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis
Automatic Fuzzy Graph Construction For Interpretable Image Classification. ICIP (2022)
Georgios Triantafyllou, George Dimas, Panagiotis G. Kalozoumis, Dimitris K. Iakovidis
Reconstruction of Cultural Heritage 3D Models from Sparse Point Clouds Using Implicit Neural Representations. ICPR Workshops (3) (2022)
Georgia Sovatzidi, Dimitris K. Iakovidis
Stepladder determinative brain storm optimization. Appl. Intell. 52 (14) (2022)
George Dimas, Eirini Cholopoulou, Dimitris K. Iakovidis
E Pluribus Unum Interpretable Convolutional Neural Networks. CoRR (2022)
Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis
Constructive Fuzzy Cognitive Map for Depression Severity Estimation. MIE (2022)
Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis
: An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps. CaPTion@MICCAI (2022)
Theodoros Psallidas, Michael D. Vasilakakis, Evaggelos Spyrou, Dimitris K. Iakovidis
Multimodal Video Summarization based on Fuzzy Similarity Features. IVMSP (2022)
Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis
Fuzzy Cognitive Maps for Interpretable Image-based Classification. FUZZ-IEEE (2022)
Georgia Sovatzidi, Dimitris K. Iakovidis
Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation. AIAI (2) (2022)
Dimitrios E. Diamantis, Dimitris K. Iakovidis
ASML: Algorithm-Agnostic Architecture for Scalable Machine Learning. IEEE Access 9 (2021)
Dimitrios E. Diamantis, Dimitris K. Iakovidis
Fuzzy Pooling. IEEE Trans. Fuzzy Syst. 29 (11) (2021)
Georgia Sovatzidi, Panagiota Gatoula, Michael D. Vasilakakis, Dimitris K. Iakovidis
Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification. IST (2021)
George Dimas, Panagiota Gatoula, Dimitris K. Iakovidis
MonoSOD: Monocular Salient Object Detection based on Predicted Depth. ICRA (2021)
Michael Vasilakakis, Georgia Sovatzidi, Dimitris K. Iakovidis
Explainable Classification of Weakly Annotated Wireless Capsule Endoscopy Images Based on a Fuzzy Bag-of-Colour Features Model and Brain Storm Optimization. MICCAI (3) (2021)
George Dimas, Eirini Cholopoulou, Dimitris K. Iakovidis
Self-Supervised Soft Obstacle Detection for Safe Navigation of Visually Impaired People. IST (2021)
Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis, Anastasios Koulaouzidis
Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images. CBMS (2021)
Charis Ntakolia, Dimitris K. Iakovidis
A swarm intelligence graph-based pathfinding algorithm (SIGPA) for multi-objective route planning. Comput. Oper. Res. 133 (2021)
Dimitris K. Iakovidis, Melanie Ooi, Ye Chow Kuang, Serge Demidenko, Alexandr Shestakov, Vladimir Sinistin, Manus Henry, Andrea Sciacchitano, Stefano Discetti, Silvano Donati, Michele Norgia, Andreas Menychtas, Ilias Maglogiannis, Selina C. Wriessnegger, Luis Alberto Barradas Chacon, George Dimas, Dimitris Filos, Anthony H. Aletras, Johannes Töger, Feng Dong, Shangjie Ren, Andreas Uhl, Jacek Paziewski, Jianghui Geng, Francesco Fioranelli, Ram M. Narayanan, Carlos Fernandez, Christoph Stiller, Konstantina Malamousi, Spyros Kamnis, Konstantinos Delibasis, Dong Wang, Jianjing Zhang, Robert X. Gao
Roadmap on Signal Processing for Next Generation Measurement Systems. CoRR (2021)
Michael D. Vasilakakis, Dimitris K. Iakovidis, George Koulaouzidis
A Constructive Fuzzy Representation Model for Heart Data Classification. MIE (2021)
Georgia Sovatzidi, Michalis A. Savelonas, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis
Image Segmentation based on Determinative Brain Storm optimization. SMAP (2020)
Michael D. Vasilakakis, Dimitris Diamantis, Evaggelos Spyrou, Anastasios Koulaouzidis, Dimitris K. Iakovidis
Weakly supervised multilabel classification for semantic interpretation of endoscopy video frames. Evol. Syst. 11 (3) (2020)
Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis
H-V Shadow Detection Based on Electromagnetism-Like Optimization. EUSIPCO (2020)
Dimitris K. Iakovidis
Sensors, Signal and Image Processing in Biomedicine and Assisted Living. Sensors 20 (18) (2020)
George Pantazis, George Dimas, Dimitris K. Iakovidis
SalSum: Saliency-based Video Summarization using Generative Adversarial Networks. CoRR (2020)
Georgia Sovatzidi, Dimitris K. Iakovidis
Determinative Brain Storm Optimization. ICSI (2020)