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Dimitrios K. Iakovidis

Dimitris K. Iakovidis

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2004
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Dimitrios K. Iakovidis:
Συλλογή και επεξεργασία πολυκαναλικών ιατρικών δεδομένων. National and Kapodistrian University of Athens, Greece, 2004

Journal Articles

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2024
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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: 25668-25683 (2024)
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Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis:
TransLevelSet: Integrating vision transformers with level-sets for medical image segmentation. Neurocomputing 599: 128077 (2024)
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Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis:
SUShe: simple unsupervised shadow removal. Multim. Tools Appl. 83(7): 19517-19539 (2024)
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Dimitrios K. Iakovidis, Dionysios Koulouris, Andreas Menychtas, Panayiotis Tsanakas, Ilias Maglogiannis:
Continuous Machine Learning for Assisting AR Indoor Navigation. SN Comput. Sci. 5(7): 913 (2024)
2023
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Michael D. Vasilakakis, Dimitris K. Iakovidis:
Fuzzy similarity phrases for interpretable data classification. Inf. Sci. 624: 881-907 (2023)
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Charis Ntakolia, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis:
Emotion-aware brain storm optimization. Memetic Comput. 15(4): 405-450 (2023)
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George Dimas, Dimitris K. Iakovidis:
Virtual Grid Mapping for Visual Size Measurements. IEEE Trans. Instrum. Meas. 72: 1-12 (2023)
2022
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Georgia Sovatzidi, Dimitris K. Iakovidis:
Stepladder determinative brain storm optimization. Appl. Intell. 52(14): 16799-16817 (2022)
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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): 249-274 (2022)
2021
[j38]
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Dimitrios E. Diamantis, Dimitris K. Iakovidis:
ASML: Algorithm-Agnostic Architecture for Scalable Machine Learning. IEEE Access 9: 51970-51982 (2021)
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Charis Ntakolia, Dimitris K. Iakovidis:
A swarm intelligence graph-based pathfinding algorithm (SIGPA) for multi-objective route planning. Comput. Oper. Res. 133: 105358 (2021)
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Dimitrios E. Diamantis, Dimitris K. Iakovidis:
Fuzzy Pooling. IEEE Trans. Fuzzy Syst. 29(11): 3481-3488 (2021)
2020
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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): 409-421 (2020)
[j34]
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George Dimas, Dimitris Diamantis, Panagiotis Kalozoumis, Dimitrios K. Iakovidis:
Uncertainty-Aware Visual Perception System for Outdoor Navigation of the Visually Challenged. Sensors 20(8): 2385 (2020)
[j33]
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Dimitris K. Iakovidis:
Sensors, Signal and Image Processing in Biomedicine and Assisted Living. Sensors 20(18): 5071 (2020)
2019
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Dimitrios E. Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
Look-behind fully convolutional neural network for computer-aided endoscopy. Biomed. Signal Process. Control. 49: 192-201 (2019)
[j31]
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László Barna Iantovics, Dimitrios K. Iakovidis, Elena Nechita:
II-Learn - A Novel Metric for Measuring the Intelligence Increase and Evolution of Artificial Learning Systems. Int. J. Comput. Intell. Syst. 12(2): 1323-1338 (2019)
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Dimitrios K. Iakovidis, George Dimas, Alexandros Karargyris, Federico Bianchi, Gastone Ciuti, Anastasios Koulaouzidis:
Deep Endoscopic Visual Measurements. IEEE J. Biomed. Health Informatics 23(6): 2211-2219 (2019)
2018
[j29]
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Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis:
DINOSARC: Color Features Based on Selective Aggregation of Chromatic Image Components for Wireless Capsule Endoscopy. Comput. Math. Methods Medicine 2018: 2026962:1-2026962:11 (2018)
[j28]
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László Kovács, László Barna Iantovics, Dimitrios K. Iakovidis:
IntraClusTSP - An Incremental Intra-Cluster Refinement Heuristic Algorithm for Symmetric Travelling Salesman Problem. Symmetry 10(12): 663 (2018)
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Dimitrios K. Iakovidis, Spiros V. Georgakopoulos, Michael Vasilakakis, Anastasios Koulaouzidis, Vassilis P. Plagianakos:
Detecting and Locating Gastrointestinal Anomalies Using Deep Learning and Iterative Cluster Unification. IEEE Trans. Medical Imaging 37(10): 2196-2210 (2018)
2017
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George Dimas, Evaggelos Spyrou, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
Intelligent visual localization of wireless capsule endoscopes enhanced by color information. Comput. Biol. Medicine 89: 429-440 (2017)
2015
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Anastasios Koulaouzidis, Dimitrios K. Iakovidis:
Robust capsule endoscopy lesion quantification and localization systems. Comput. Biol. Medicine 65: 267-268 (2015)
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Evaggelos Spyrou, Dimitrios K. Iakovidis, Stavros Niafas, Anastasios Koulaouzidis:
Comparative assessment of feature extraction methods for visual odometry in wireless capsule endoscopy. Comput. Biol. Medicine 65: 297-307 (2015)
2013
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Elpiniki I. Papageorgiou, Dimitrios K. Iakovidis:
Intuitionistic Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 21(2): 342-354 (2013)
2012
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Eystratios G. Keramidas, Dimitris Maroulis, Dimitrios K. Iakovidis:
ΤND: A Thyroid Nodule Detection System for Analysis of Ultrasound Images and Videos. J. Medical Syst. 36(3): 1271-1281 (2012)
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Dimitrios K. Iakovidis, Spyros Tsevas, Michalis A. Savelonas, George Papamichalis:
Image Analysis Framework for Infection Monitoring. IEEE Trans. Biomed. Eng. 59(4): 1135-1144 (2012)
2011
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Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou:
Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making. IEEE Trans. Inf. Technol. Biomed. 15(1): 100-107 (2011)
2010
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Dimitrios K. Iakovidis, Eystratios G. Keramidas, Dimitris Maroulis:
Fusion of fuzzy statistical distributions for classification of thyroid ultrasound patterns. Artif. Intell. Medicine 50(1): 33-41 (2010)
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Dimitris G. Bariamis, Dimitrios K. Iakovidis, Dimitris Maroulis:
M³G: Maximum Margin Microarray Gridding. BMC Bioinform. 11: 49 (2010)
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Dimitris G. Bariamis, Dimitris Maroulis, Dimitrios K. Iakovidis:
Unsupervised SVM-based gridding for DNA microarray images. Comput. Medical Imaging Graph. 34(6): 418-425 (2010)
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Dimitrios K. Iakovidis, Spyros Tsevas, Andreas Polydorou:
Reduction of capsule endoscopy reading times by unsupervised image mining. Comput. Medical Imaging Graph. 34(6): 471-478 (2010)
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Dimitris G. Bariamis, Dimitris Maroulis, Dimitrios K. Iakovidis:
Adaptable, Fast, Area-Efficient Architecture for Logarithm Approximation with Arbitrary Accuracy on FPGA. J. Signal Process. Syst. 58(3): 301-310 (2010)
2009
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Dimitrios K. Iakovidis, Nikos Pelekis, Evangelos E. Kotsifakos, Ioannis Kopanakis, Haralampos Karanikas, Yannis Theodoridis:
A Pattern Similarity Scheme for Medical Image Retrieval. IEEE Trans. Inf. Technol. Biomed. 13(4): 442-450 (2009)
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Michalis A. Savelonas, Dimitrios K. Iakovidis, Ioannis Legakis, Dimitris Maroulis:
Active Contours Guided by Echogenicity and Texture for Delineation of Thyroid Nodules in Ultrasound Images. IEEE Trans. Inf. Technol. Biomed. 13(4): 519-527 (2009)
2008
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Nikos Pelekis, Dimitrios K. Iakovidis, Evangelos E. Kotsifakos, Ioannis Kopanakis:
Fuzzy clustering of intuitionistic fuzzy data. Int. J. Bus. Intell. Data Min. 3(1): 45-65 (2008)
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Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitris Maroulis:
LBP-guided active contours. Pattern Recognit. Lett. 29(9): 1404-1415 (2008)
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Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Dimitris G. Bariamis:
FPGA-based System for Real-Time Video Texture Analysis. J. Signal Process. Syst. 53(3): 419-433 (2008)
2007
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Dimitrios K. Iakovidis, Michalis A. Savelonas, Stavros A. Karkanis, Dimitrios E. Maroulis:
A genetically optimized level set approach to segmentation of thyroid ultrasound images. Appl. Intell. 27(3): 193-203 (2007)
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Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris G. Bariamis:
FPGA architecture for fast parallel computation of co-occurrence matrices. Microprocess. Microsystems 31(2): 160-165 (2007)
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Dimitrios E. Maroulis, Michalis A. Savelonas, Dimitrios K. Iakovidis, Stavros A. Karkanis, Nikolaos Dimitropoulos:
Variable Background Active Contour Model for Computer-Aided Delineation of Nodules in Thyroid Ultrasound Images. IEEE Trans. Inf. Technol. Biomed. 11(5): 537-543 (2007)
2006
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Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Stavros A. Karkanis:
An intelligent system for automatic detection of gastrointestinal adenomas in video endoscopy. Comput. Biol. Medicine 36(10): 1084-1103 (2006)
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Dimitrios E. Maroulis, Ilias N. Flaounas, Dimitrios K. Iakovidis, Stavros A. Karkanis:
Microarray-MD: A system for exploratory analysis of microarray gene expression data. Comput. Methods Programs Biomed. 83(2): 157-167 (2006)
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Ilias N. Flaounas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis:
Cascading SVMS as a Tool for Medical Diagnosis Using Multi-class Gene Expression Data. Int. J. Artif. Intell. Tools 15(3): 335-352 (2006)
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Panagiotis Papageorgas, Dimitris Maroulis, Giorgos Anagnostopoulos, Hansjörg Albrecht, Bernd Wagner, Dimitrios K. Iakovidis, Nikiforos G. Theofanous:
A High-Performance Imaging and Control System for a Micromirror-Based Laser-Scanning Endoscope Device. IEEE Trans. Instrum. Meas. 55(5): 1725-1733 (2006)
2003
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Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Stavros A. Karkanis, Dimitris A. Karras:
CoLD: a versatile detection system for colorectal lesions in endoscopy video-frames. Comput. Methods Programs Biomed. 70(2): 151-166 (2003)
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S. A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras, M. Tzivras:
Computer-aided tumor detection in endoscopic video using color wavelet features. IEEE Trans. Inf. Technol. Biomed. 7(3): 141-152 (2003)

Conference and Workshop Papers

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2024
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George Dimas, Panagiotis G. Kalozoumis, Panagiotis Vartholomeos, Dimitris K. Iakovidis:
Image-Based Path-Planning for Navigation of Soft-Growing Robots in the Spinal Sub-Arachnoid Space. BioRob 2024: 1688-1693
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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: 336-348
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George Dimas, Panagiotis G. Kalozoumis, Panagiotis Vartholomeos, Dimitris K. Iakovidis:
ArachNet: Interpretable Sub-Arachnoid Space Segmentation Using an Additive Convolutional Neural Network. ISBI 2024: 1-5
[c75]
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Georgios Triantafyllou, Georgia Sovatzidi, George Dimas, Panagiotis G. Kalozoumis, Dimitris Drikakis, Ioannis W. Kokkinakis, Ioannis A. Markakis, Christina Golna, Dimitris K. Iakovidis:
Sensor-Based Fuzzy Inference of COVID-19 Transmission Risk in Cruise Ships. MIE 2024: 1817-1821
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Dimitrios K. Iakovidis, Dimitrios Kotsifakos, Yannis Psaromiligkos:
Predicting, Modeling, and Designing for a Bitcoin's Technical Administrator's Micro-Credentials Skills. SEEDA-CECNSM 2024: 75-80
2023
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George Dimas, Panagiota Gatoula, Dimitris K. Iakovidis:
A Single Image Neuro-Geometric Depth Estimation. ACIVS 2023: 160-171
[c72]
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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: 172-183
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Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Towards the Interpretation of Multi-Label Image Classification Using Transformers and Fuzzy Cognitive Maps. FUZZ 2023: 1-7
[c70]
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George Dimas, Anastasios Koulaouzidis, Dimitris K. Iakovidis:
Co-Operative CNN for Visual Saliency Prediction on WCE Images. ICASSP 2023: 1-5
[c69]
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Georgia Sovatzidi, Dimitris K. Iakovidis:
Interpretable EEG-Based Emotion Recognition Using Fuzzy Cognitive Maps. MIE 2023: 992-996
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Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis:
Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection. PCI 2023: 74-78
[c67]
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Dimitrios K. Iakovidis, Dimitrios Kotsifakos, Yannis Psaromiligkos:
A Leveraging Matterport for Industry-Focused Mobile Applications: Augmented Reality Training for Vocational Education and Training. SEEDA-CECNSM 2023: 1-7
2022
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Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Fuzzy Cognitive Maps for Interpretable Image-based Classification. FUZZ-IEEE 2022: 1-6
[c65]
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Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Automatic Fuzzy Graph Construction For Interpretable Image Classification. ICIP 2022: 3743-3747
[c64]
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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: 21-35
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Georgia Sovatzidi, Dimitris K. Iakovidis:
Brainstorming Fuzzy Cognitive Maps for Camera-Based Assistive Navigation. AIAI (2) 2022: 17-28
[c62]
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Dimitrios E. Diamantis, Panagiota Gatoula, Dimitris K. Iakovidis:
EndoVAE: Generating Endoscopic Images with a Variational Autoencoder. IVMSP 2022: 1-5
[c61]
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Theodoros Psallidas, Michael D. Vasilakakis, Evaggelos Spyrou, Dimitris K. Iakovidis:
Multimodal Video Summarization based on Fuzzy Similarity Features. IVMSP 2022: 1-5
[c60]
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Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
IF³: An Interpretable Feature Fusion Framework for Lesion Risk Assessment Based on Auto-constructed Fuzzy Cognitive Maps. CaPTion@MICCAI 2022: 77-86
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Georgia Sovatzidi, Michael Vasilakakis, Dimitris K. Iakovidis:
Constructive Fuzzy Cognitive Map for Depression Severity Estimation. MIE 2022: 485-489
[c58]
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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: 668-677
[c57]
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Michael Vasilakakis, Georgia Sovatzidi, George Dimas, Dimitris K. Iakovidis:
Towards the Interpretation of Convolutional Neural Networks for Image Classification Using Fuzzy Sets. SMC 2022: 2912-2917
2021
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Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis, Anastasios Koulaouzidis:
Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images. CBMS 2021: 189-195
[c55]
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George Dimas, Panagiota Gatoula, Dimitris K. Iakovidis:
MonoSOD: Monocular Salient Object Detection based on Predicted Depth. ICRA 2021: 4377-4383
[c54]
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George Dimas, Eirini Cholopoulou, Dimitris K. Iakovidis:
Self-Supervised Soft Obstacle Detection for Safe Navigation of Visually Impaired People. IST 2021: 1-6
[c53]
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Georgia Sovatzidi, Panagiota Gatoula, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Explainable Fuzzy Texture Words Model for Automatic Bone Fracture Identification. IST 2021: 1-6
[c52]
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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: 488-498
[c51]
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Michael D. Vasilakakis, Dimitris K. Iakovidis, George Koulaouzidis:
A Constructive Fuzzy Representation Model for Heart Data Classification. MIE 2021: 13-17
2020
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Dimitra-Christina C. Koutsiou, Michalis A. Savelonas, Dimitris K. Iakovidis:
H-V Shadow Detection Based on Electromagnetism-Like Optimization. EUSIPCO 2020: 635-639
[c49]
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Georgia Sovatzidi, Michalis A. Savelonas, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis:
Image Segmentation based on Determinative Brain Storm optimization. SMAP 2020: 1-6
[c48]
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Georgia Sovatzidi, Dimitris K. Iakovidis:
Determinative Brain Storm Optimization. ICSI 2020: 259-271
2019
[c47]
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George Dimas, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
MedGaze: Gaze Estimation on WCE Images Based on a CNN Autoencoder. BIBE 2019: 363-367
[c46]
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Dimitris Diamantis, Athena Zacharia, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
Towards the Substitution of Real with Artificially Generated Endoscopic Images for CNN Training. BIBE 2019: 519-524
[c45]
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Michael Vasilakakis, Varvara Iosifidou, Panagiota Fragkaki, Dimitrios K. Iakovidis:
Bone Fracture Identification in X-Ray Images using Fuzzy Wavelet Features. BIBE 2019: 726-730
[c44]
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Natalia Panagou, Panagiotis Oikonomou, Panos K. Papadopoulos, Maria G. Koziri, Thanasis Loukopoulos, Dimitrios K. Iakovidis:
On Predicting Bottlenecks in Wavefront Parallel Video Coding Using Deep Neural Networks. EANN 2019: 501-510
[c43]
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Dimitrios E. Diamantis, Dimitra-Christina C. Koutsiou, Dimitrios K. Iakovidis:
Staircase Detection Using a Lightweight Look-Behind Fully Convolutional Neural Network. EANN 2019: 522-532
[c42]
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George Dimas, Charis Ntakolia, Dimitrios K. Iakovidis:
Obstacle Detection Based on Generative Adversarial Networks and Fuzzy Sets for Computer-Assisted Navigation. EANN 2019: 533-544
2018
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Dimitris Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
Investigating Cross-Dataset Abnormality Detection in Endoscopy with A Weakly-Supervised Multiscale Convolutional Neural Network. ICIP 2018: 3124-3128
2017
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George Dimas, Dimitrios K. Iakovidis, Gastone Ciuti, Alexandros Karargyris, Anastasios Koulaouzidis:
Visual Localization of Wireless Capsule Endoscopes Aided by Artificial Neural Networks. CBMS 2017: 734-738
[c39]
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Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Chatzis, Anastasios Koulaouzidis:
Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos. EANN 2017: 379-390
2016
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Michael Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Anastasios Koulaouzidis:
Weakly-Supervised Lesion Detection in Video Capsule Endoscopy Based on a Bag-of-Colour Features Model. CARE@MICCAI 2016: 96-103
[c37]
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Dimitrios K. Iakovidis, Dimitra Douska, Evaggelia Barba, George Koulaouzidis:
Wavelet-based signal analysis for heart failure hospitalization prediction. pHealth 2016: 21-26
2015
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Dimitrios K. Iakovidis, Dimitris Chatzis, Panos Chrysanthopoulos, Anastasios Koulaouzidis:
Blood detection in wireless capsule endoscope images based on salient superpixels. EMBC 2015: 731-734
2014
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Dimitrios K. Iakovidis, Anastasios Koulaouzidis:
Automatic lesion detection in wireless capsule endoscopy - A simple solution for a complex problem. ICIP 2014: 2236-2240
2013
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Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Diamantis:
Efficient homography-based video visualization for wireless capsule endoscopy. BIBE 2013: 1-4
[c33]
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Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Diamantis, Ilias Tsiompanidis:
Capsule endoscope localization based on visual features. BIBE 2013: 1-4
[c32]
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Evaggelos Spyrou, Dimitris Diamantis, Dimitrios K. Iakovidis:
Panoramic Visual Summaries for Efficient Reading of Capsule Endoscopy Videos. SMAP 2013: 41-46
2012
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Christos V. Smailis, Dimitrios K. Iakovidis:
Ontology-Based Automatic Image Annotation Exploiting Generalized Qualitative Spatial Semantics. SETN 2012: 299-306
2011
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Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou:
Intuitionistic fuzzy reasoning with cognitive maps. FUZZ-IEEE 2011: 821-827
2009
[c29]
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Spyros Tsevas, Dimitrios K. Iakovidis, George Papamichalis:
Mining Patterns of Lung Infections in Chest Radiographs. AIAI 2009: 205-213
2008
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Dimitrios K. Iakovidis, Nikos Pelekis, Evangelos E. Kotsifakos, Ioannis Kopanakis:
Intuitionistic Fuzzy Clustering with Applications in Computer Vision. ACIVS 2008: 764-774
[c27]
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Dimitris G. Bariamis, Dimitris Maroulis, Dimitrios K. Iakovidis:
Automatic DNA microarray gridding based on Support Vector Machines. BIBE 2008: 1-5
[c26]
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Dimitrios K. Iakovidis:
Versatile approximation of the lung field boundaries in chest radiographs in the presence of bacterial pulmonary infections. BIBE 2008: 1-6
[c25]
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Spyros Tsevas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Emmanuel Pavlakis:
Automatic frame reduction of Wireless Capsule Endoscopy video. BIBE 2008: 1-6
[c24]
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Eystratios G. Keramidas, Dimitrios K. Iakovidis, Dimitris Maroulis, Nikos Dimitropoulos:
Thyroid Texture Representation via Noise Resistant Image Features. CBMS 2008: 560-565
[c23]
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Eystratios G. Keramidas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis:
Noise-robust statistical feature distributions for texture analysis. EUSIPCO 2008: 1-5
[c22]
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Dimitrios K. Iakovidis, Eystratios G. Keramidas, Dimitris Maroulis:
Fuzzy Local Binary Patterns for Ultrasound Texture Characterization. ICIAR 2008: 750-759
[c21]
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Michalis A. Savelonas, Dimitris Maroulis, Dimitrios K. Iakovidis, Nikos Dimitropoulos:
Computer-Aided Malignancy Risk Assessment of Nodules in Thyroid US Images Utilizing Boundary Descriptors. Panhellenic Conference on Informatics 2008: 157-160
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Spyros Tsevas, Dimitrios K. Iakovidis, Dimitris Maroulis, Emmanuel Pavlakis, Andreas Polydorou:
Non-negative Matrix Factorization for Endoscopic Video Summarization. SETN 2008: 425-430
2007
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Dimitrios K. Iakovidis, Michalis A. Savelonas, Dimitris Maroulis:
Adaptive Vision System for Segmentation of Echographic Medical Images Based on a Modified Mumford-Shah Functional. ACIVS 2007: 565-574
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Michalis A. Savelonas, Dimitrios K. Iakovidis, Nikolaos Dimitropoulos, Dimitrios E. Maroulis:
Computational Characterization of Thyroid Tissue in the Radon Domain. CBMS 2007: 189-192
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Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitris Maroulis:
Bimodal Texture Segmentation with the Lee-Seo Model. ICIAR 2007: 246-253
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Eystratios G. Keramidas, Dimitrios K. Iakovidis, Dimitris Maroulis, Stavros A. Karkanis:
Efficient and Effective Ultrasound Image Analysis Scheme for Thyroid Nodule Detection. ICIAR 2007: 1052-1060
2006
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Dimitris G. Bariamis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis:
Dedicated Hardware for Real-Time Computation of Second-Order Statistical Features for High Resolution Images. ACIVS 2006: 67-77
[c14]
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Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Stavros A. Karkanis:
An Active Contour Model Guided by LBP Distributions. ACIVS 2006: 197-207
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Haralampos Karanikas, Nikos Pelekis, Dimitrios K. Iakovidis, Ioannis Kopanakis, Thomas Mavroudakis, Yannis Theodoridis:
MetaOn - Ontology Driven Metadata Construction and Management for Intelligent Search in Text and Image Collections. DEXA Workshops 2006: 450-454
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Michalis A. Savelonas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis:
An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation. ICPR (2) 2006: 279-282
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Dimitrios K. Iakovidis, Michalis A. Savelonas, S. A. Karkanis, Dimitrios E. Maroulis:
Segmentation of Medical Images with Regional Inhomogeneities. ICPR (3) 2006: 976-979
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Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Ilias N. Flaounas, Stavros A. Karkanis:
A gene expression analysis system for medical diagnosis. AIAI 2006: 459-466
2005
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Dimitrios E. Maroulis, Michalis A. Savelonas, Stavros A. Karkanis, Dimitrios K. Iakovidis, Nikolaos Dimitropoulos:
Computer-Aided Thyroid Nodule Detection in Ultrasound Images. CBMS 2005: 271-276
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Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Stavros A. Karkanis, A. Brokos:
A Comparative Study of Texture Features for the Discrimination of Gastric Polyps in Endoscopic Video. CBMS 2005: 575-580
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Michalis A. Savelonas, Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Stavros A. Karkanis, Nikolaos Dimitropoulos:
A variable background active contour model for automatic detection of thyroid nodules in ultrasound images. ICIP (1) 2005: 17-20
2004
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Stavros A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis:
Color textural features under varying illumination. ICIP 2004: 1505-1508
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Dimitris G. Bariamis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, S. A. Karkanis:
An FPGA-Based Architecture for Real Time Image Feature Extraction. ICPR (1) 2004: 801-804
2003
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Dimitrios K. Iakovidis, Dimitrios E. Maroulis, S. A. Karkanis, Ilias N. Flaounas:
Color Texture Recognition in Video Sequences using Wavelet Covariance Features and Support Vector Machines. EUROMICRO 2003: 199-205
2001
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Stavros A. Karkanis, George D. Magoulas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras:
Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images. ICIP (1) 2001: 281-284
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Stavros A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Dimitris A. Karras:
Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network. ICIP (2) 2001: 833-836
2000
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S. A. Karkanis, Dimitrios K. Iakovidis, Dimitrios E. Maroulis, Nikiforos G. Theofanous, George D. Magoulas:
Tumor Recognition in Endoscopic Video Images Using Artificial Neural Network Architectures. EUROMICRO 2000: 2423-

Parts in Books or Collections

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2022
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Panagiotis G. Kalozoumis, Michele Marino, Emanuele L. Carniel, Dimitris K. Iakovidis:
Towards the Development of a Digital Twin for Endoscopic Medical Device Testing. Digital Twins for Digital Transformation 2022: 113-145
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Dimitrios E. Diamantis, Panagiotis G. Kalozoumis, Dimitris K. Iakovidis:
Digital Twin for Simulation and Evaluation of Assistive Navigation Systems. Digital Twins for Digital Transformation 2022: 147-170

Informal and Other Publications

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2024
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Eirini Cholopoulou, Dimitrios E. Diamantis, Dimitra-Christina C. Koutsiou, Dimitris K. Iakovidis:
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal. CoRR abs/2408.03734 (2024)
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Georgia Sovatzidi, Michael D. Vasilakakis, Dimitris K. Iakovidis:
Intuitionistic Fuzzy Cognitive Maps for Interpretable Image Classification. CoRR abs/2408.03745 (2024)
[i6]
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Eirini Cholopoulou, Dimitris K. Iakovidis:
MeLIAD: Interpretable Few-Shot Anomaly Detection with Metric Learning and Entropy-based Scoring. CoRR abs/2409.13602 (2024)
2023
[i5]
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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 abs/2302.02150 (2023)
2022
[i4]
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Dimitrios E. Diamantis, Dimitris K. Iakovidis:
Fuzzy Pooling. CoRR abs/2202.08372 (2022)
[i3]
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George Dimas, Eirini Cholopoulou, Dimitris K. Iakovidis:
E Pluribus Unum Interpretable Convolutional Neural Networks. CoRR abs/2208.05369 (2022)
2021
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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 Fernández, 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 abs/2111.02493 (2021)
2020
[i1]
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George Pantazis, George Dimas, Dimitris K. Iakovidis:
SalSum: Saliency-based Video Summarization using Generative Adversarial Networks. CoRR abs/2011.10432 (2020)

Coauthor Index

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