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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

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Projects 2003 2022

Research Output 1990 2018

Active convolutional neural networks for cancerous tissue recognition

Stanitsas, P., Cherian, A., Truskinovsky, A., Morellas, V. & Papanikolopoulos, N., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, p. 1367-1371 5 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 2017-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tissue
Neural networks
Image analysis
Entropy
Problem-Based Learning

Clustering Positive Definite Matrices by Learning Information Divergences

Stanitsas, P., Cherian, A., Morellas, V. & Papanikolopoulos, N. P., Jan 19 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1304-1312 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer vision
Geometry
Experiments

Extracting Phenotypic Characteristics of Corn Crops Through the Use of Reconstructed 3D Models

Zermas, D., Morellas, V., Mulla, D. J. & Papanikolopoulos, N. P., Dec 27 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2018. Institute of Electrical and Electronics Engineers Inc., p. 8247-8254 8 p. 8594356. (IEEE International Conference on Intelligent Robots and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crops
Pipelines
Industry

Imperfect segmentation labels: How much do they matter?

Heller, N., Dean, J. & Papanikolopoulos, N. P., Jan 1 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis - 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018 Held in Conjunction with MICCAI 2018. Lee, S-L., Trucco, E., Maier-Hein, L., Moriconi, S., Albarqouni, S., Jannin, P., Balocco, S., Zahnd, G., Mateus, D., Taylor, Z., Demirci, S., Stoyanov, D., Sznitman, R., Martel, A., Cheplygina, V., Granger, E. & Duong, L. (eds.). Springer- Verlag, p. 112-120 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Imperfect
Labels
Segmentation
Medical Imaging
Medical imaging

Signature of Topologically Persistent Points for 3D Point Cloud Description

Beksi, W. J. & Papanikolopoulos, N. P., Sep 10 2018, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 3229-3234 6 p. 8460605. (Proceedings - IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensors
Processing
Object detection