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Barbara Villarini

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Journal Articles

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2023
[j8]
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  - journals/sensors/BandySVA23
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Adrian D. Bandy, Yannis Spyridis, Barbara Villarini, Vasileios Argyriou:
Intraclass Clustering-Based CNN Approach for Detection of Malignant Melanoma. Sensors 23(2): 926 (2023)
2021
[j7]
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  - journals/sensors/AsaturyanVSCAK21
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Hykoush Asaturyan, Barbara Villarini, Karen Sarao, Jeanne Chow, Onur Afacan, Sila Kurugol:
Improving Automatic Renal Segmentation in Clinically Normal and Abnormal Paediatric DCE-MRI via Contrast Maximisation and Convolutional Networks for Computing Markers of Kidney Function. Sensors 21(23): 7942 (2021)
2020
[j6]
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  - journals/sensors/MontenegroVAKRA20
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Juan Manuel Fernández Montenegro, Barbara Villarini, Anastassia Angelopoulou, Epaminondas Kapetanios, José García Rodríguez, Vasileios Argyriou:
A Survey of Alzheimer's Disease Early Diagnosis Methods for Cognitive Assessment. Sensors 20(24): 7292 (2020)
2019
[j5]
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  - journals/cmig/AsaturyanGV19
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Hykoush Asaturyan, Antonio Gligorievski, Barbara Villarini:
Morphological and multi-level geometrical descriptor analysis in CT and MRI volumes for automatic pancreas segmentation. Comput. Medical Imaging Graph. 75: 1-13 (2019)
[j4]
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Hykoush Asaturyan, E. Louise Thomas, Jimmy D. Bell, Barbara Villarini:
A Framework for Automatic Morphological Feature Extraction and Analysis of Abdominal Organs in MRI Volumes. J. Medical Syst. 43(12): 334:1-334:10 (2019)
2013
[j3]
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  - journals/sigpro/ArgyriouZVP13
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Vasileios Argyriou, Stefanos Zafeiriou, Barbara Villarini, Maria Petrou:
A sparse representation method for determining the optimal illumination directions in Photometric Stereo. Signal Process. 93(11): 3027-3038 (2013)
2012
[j2]
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  - journals/ejasp/MartiniVF12
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Maria G. Martini, Barbara Villarini, Federico Fiorucci:
A reduced-reference perceptual image and video quality metric based on edge preservation. EURASIP J. Adv. Signal Process. 2012: 66 (2012)
[j1]
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Maria G. Martini, Chaminda T. E. R. Hewage, Barbara Villarini:
Image quality assessment based on edge preservation. Signal Process. Image Commun. 27(8): 875-882 (2012)

Conference and Workshop Papers

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2023
[c12]
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  - conf/cbms/BadaouiCPV23
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Rim El Badaoui, Ester Bonmati Coll, Aleka Psarrou, Barbara Villarini:
3D CATBraTS: Channel Attention Transformer for Brain Tumour Semantic Segmentation. CBMS 2023: 489-494
[c11]
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  - conf/dcoss/LiVNLSA23
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Vladislav Li, Barbara Villarini, Jean-Christophe Nebel, Thomas Lagkas, Panagiotis G. Sarigiannidis, Vasileios Argyriou:
Evaluation of Environmental Conditions on Object Detection Using Oriented Bounding Boxes for AR Applications. DCOSS-IoT 2023: 309-316
2022
[c10]
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  - conf/dcoss/VillariniA22
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Barbara Villarini, Hykoush Asaturyan:
AI Driven IoT Web-Based Application for Automatic Segmentation and Reconstruction of Abdominal Organs from Medical Images. DCOSS 2022: 215-221
2021
[c9]
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  - conf/cbms/VillariniAKABT21
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Barbara Villarini, Hykoush Asaturyan, Sila Kurugol, Onur Afacan, Jimmy D. Bell, E. Louise Thomas:
3D Deep Learning for Anatomical Structure Segmentation in Multiple Imaging Modalities. CBMS 2021: 166-171
2019
[c8]
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Hykoush Asaturyan, E. Louise Thomas, Julie Fitzpatrick, Jimmy D. Bell, Barbara Villarini:
Advancing Pancreas Segmentation in Multi-protocol MRI Volumes Using Hausdorff-Sine Loss Function. MLMI@MICCAI 2019: 27-35
2018
[c7]
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Hykoush Asaturyan, Barbara Villarini:
Hierarchical Framework for Automatic Pancreas Segmentation in MRI Using Continuous Max-Flow and Min-Cuts Approach. ICIAR 2018: 562-570
2017
[c6]
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  - conf/cbms/VillariniATMB17
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Barbara Villarini, Hykoush Asaturyan, E. Louise Thomas, Rhys Mould, Jimmy D. Bell:
A Framework for Morphological Feature Extraction of Organs from MR Images for Detection and Classification of Abnormalities. CBMS 2017: 666-671
2016
[c5]
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  - conf/icpr/MontenegroVGA16
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Juan Manuel Fernandez Montenegro, Barbara Villarini, Athanasios Gkelias, Vasileios Argyriou:
Cognitive Behaviour Analysis Based on Facial Information Using Depth Sensors. UHA3DS@ICPR 2016: 15-28
[c4]
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  - conf/mprss/VillariniGA16
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Barbara Villarini, Athanasios Gkelias, Vasileios Argyriou:
Photometric Stereo for 3D Face Reconstruction Using Non Linear Illumination Models. MPRSS 2016: 140-152
2012
[c3]
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  - conf/icip/BaruffaFMV12
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Giuseppe Baruffa, Fabrizio Frescura, Paolo Micanti, Barbara Villarini:
An optimal method for searching UEP profiles in wireless JPEG 2000 video transmission. ICIP 2012: 1645-1648
2011
[c2]
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  - conf/mobimedia/MartiniVF11
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Maria G. Martini, Barbara Villarini, Federico Fiorucci:
Reduced-Reference Image Quality Assessment Based on Edge Preservation. MobiMedia 2011: 31-45
2010
[c1]
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  - conf/estimedia/BaruffaFFMVV10
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Giuseppe Baruffa, Federico Fiorucci, Fabrizio Frescura, Paolo Micanti, Ludovico Verducci, Barbara Villarini:
A reprogrammable computing platform for JPEG 2000 and H.264 SHD video coding. ESTIMedia 2010: 107-113

Informal and Other Publications

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2024
[i2]
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  - journals/corr/abs-2403-13466
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Gowravi Malalur Rajegowda, Yannis Spyridis, Barbara Villarini, Vasileios Argyriou:
An AI-Assisted Skincare Routine Recommendation System in XR. CoRR abs/2403.13466 (2024)
2023
[i1]
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  - journals/corr/abs-2306-16798
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Vladislav Li, Barbara Villarini, Jean-Christophe Nebel, Thomas Lagkas, Panagiotis G. Sarigiannidis, Vasileios Argyriou:
Evaluation of Environmental Conditions on Object Detection using Oriented Bounding Boxes for AR Applications. CoRR abs/2306.16798 (2023)

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