Anastasios Koulaouzidis

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Capsule Endoscopy

Top Venues

Comput. Biol. Medicine

Publications

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)
George Dimas, Anastasios Koulaouzidis, Dimitris K. Iakovidis
Co-Operative CNN for Visual Saliency Prediction on WCE Images. ICASSP (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)
Patrick Brandao, Odysseas Zisimopoulos, Evangelos B. Mazomenos, Gastone Ciuti, Jorge Bernal, Marco Visentini Scarzanella, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, David J. Hawkes, Danail Stoyanov
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks. CoRR (2021)
Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis, Anastasios Koulaouzidis
Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images. CBMS (2021)
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)
Dimitris Diamantis, Athena Zacharia, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
Towards the Substitution of Real with Artificially Generated Endoscopic Images for CNN Training. BIBE (2019)
Wojciech Marlicz, Anastasios Koulaouzidis
Celiac disease and small-bowel enteropathy - Seeing beyond the haze, the mist and the fog. Comput. Biol. Medicine 104 (2019)
Dimitrios E. Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
Look-behind fully convolutional neural network for computer-aided endoscopy. Biomed. Signal Process. Control. 49 (2019)
Dimitrios K. Iakovidis, George Dimas, Alexandros Karargyris, Federico Bianchi, Gastone Ciuti, Anastasios Koulaouzidis
Deep Endoscopic Visual Measurements. IEEE J. Biomed. Health Informatics 23 (6) (2019)
George Dimas, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
MedGaze: Gaze Estimation on WCE Images Based on a CNN Autoencoder. BIBE (2019)
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 (2018)
Dimitris Diamantis, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
Investigating Cross-Dataset Abnormality Detection in Endoscopy with A Weakly-Supervised Multiscale Convolutional Neural Network. ICIP (2018)
Giorgos Varnava, Panayiota Demosthenous, Anastasios Koulaouzidis, Julius Georgiou
Towards an ASIC-based Fluoroscopic Capsule for the Early Cancer Detection in the Small Intestine. EMBC (2018)
Patrick Brandao, Odysseas Zisimopoulos, Evangelos B. Mazomenos, Gastone Ciuti, Jorge Bernal, Marco Visentini Scarzanella, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, David J. Hawkes, Danail Stoyanov
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks. J. Medical Robotics Res. 3 (2) (2018)
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) (2018)
George Dimas, Dimitrios K. Iakovidis, Gastone Ciuti, Alexandros Karargyris, Anastasios Koulaouzidis
Visual Localization of Wireless Capsule Endoscopes Aided by Artificial Neural Networks. CBMS (2017)
Michael D. Vasilakakis, Dimitrios K. Iakovidis, Evaggelos Spyrou, Dimitris Chatzis, Anastasios Koulaouzidis
Beyond Lesion Detection: Towards Semantic Interpretation of Endoscopy Videos. EANN (2017)
Patrick Brandao, Evangelos B. Mazomenos, Gastone Ciuti, Renato Caliò, Federico Bianchi, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, Danail Stoyanov
Fully convolutional neural networks for polyp segmentation in colonoscopy. Medical Imaging: Computer-Aided Diagnosis (2017)
George Dimas, Evaggelos Spyrou, Dimitrios K. Iakovidis, Anastasios Koulaouzidis
Intelligent visual localization of wireless capsule endoscopes enhanced by color information. Comput. Biol. Medicine 89 (2017)
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)
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 (2015)
M. Keuchel, N. Kurniawan, P. Baltes, Dirk Bandorski, Anastasios Koulaouzidis
Quantitative measurements in capsule endoscopy. Comput. Biol. Medicine 65 (2015)
Dimitrios K. Iakovidis, Dimitris Chatzis, Panos Chrysanthopoulos, Anastasios Koulaouzidis
Blood detection in wireless capsule endoscope images based on salient superpixels. EMBC (2015)
Anastasios Koulaouzidis, Dimitrios K. Iakovidis
Robust capsule endoscopy lesion quantification and localization systems. Comput. Biol. Medicine 65 (2015)
Dimitrios K. Iakovidis, Anastasios Koulaouzidis
Automatic lesion detection in wireless capsule endoscopy - A simple solution for a complex problem. ICIP (2014)