Mariia Dmitrieva

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Rittscher JensDepartment of Engineering Science, University of Oxford, UKVerified email at rittscher.org
David LaneProfessor Emeritus, Heriot Watt University : Honorary Professor University of Edinburgh : FounderVerified email at hw.ac.uk
Keith E BrownSenior Lecturer Electrical Engineering, Heriot-Watt UniversityVerified email at hw.ac.uk
Joël LefebvreAssistant Professor of Computer Sciences at Université du Québec à MontréalVerified email at uqam.ca
Daniel St JohnstonDirector of teh Gurdon Institute, University of CambridgeVerified email at gurdon.cam.ac.uk
Helen L ZennerResearch Associate, University of CambridgeVerified email at cam.ac.uk
Matias Valdenegro-ToroAssistant Professor for ML, Bernoulli Institute, University of GroningenVerified email at rug.nl
Francesco ReinaPostdoctoral Researcher, Leibniz IPHT, JenaVerified email at ipht-jena.de
Christian EggelingProfessor of Super-Resolution Microscopy, University Jena Germany & University of OxfordVerified email at rdm.ox.ac.uk
Kristofer Delas PenasUniversity of the PhilippinesVerified email at up.edu.ph
Sharib AliUniversity of Leeds, School of ComputingVerified email at leeds.ac.uk
Bilal WehbePhd, German Research Center for Artificial Intelligence - Robotic Innovation CenterVerified email at dfki.de
Juan Francisco Fuentes-PérezGEA Ecohidráulica, Universidad de ValladolidVerified email at iaf.uva.es
Mariela De Lucas AlvarezDFKI RIC, Bremen and Robotics Group, Universität BremenVerified email at dfki.de
Klemen IsteničUniversity of GironaVerified email at udg.edu
Martin BoothDepartment of Engineering Science, University of OxfordVerified email at eng.ox.ac.uk
Veronika YordanovaVerified email at ucl.ac.uk
Thomas GUERNEVESeeByte LtdVerified email at seebyte.com
Shahab Heshmati-AlamdariAssociate Professor, Aalborg University, Department of Electronic SystemsVerified email at es.aau.dk
Georgios SalavasidisNational Oceanography CentreVerified email at noc.ac.uk

Mariia Dmitrieva

Postdoctoral Researcher, University of Oxford

Verified email at eng.ox.ac.uk

image processing machine learning biomedical image analysis signal processing


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Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy S Ali, M Dmitrieva, N Ghatwary, S Bano, G Polat, A Temizel, A Krenzer, ... Medical image analysis 70, 102002, 2021	98	2021
Object classification with convolution neural network based on the time-frequency representation of their echo M Dmitrieva, M Valdenegro-Toro, K Brown, G Heald, D Lane 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017	15	2017
Protein tracking by cnn-based candidate pruning and two-step linking with bayesian network M Dmitrieva, HL Zenner, J Richens, D St Johnston, J Rittscher 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019	12	2019
TRAIT2D: a software for quantitative analysis of single particle diffusion data F Reina, JMA Wigg, M Dmitrieva, B Vogler, J Lefebvre, J Rittscher, ... F1000Research 10, 2021	8	2021
Material recognition based on the time delay of secondary reflections using wideband sonar pulses M Dmitrieva, K Brown, G Heald, D Lane IET Radar, Sonar & Navigation 13 (11), 2034-2040, 2019	4	2019
Self-supervised voxel-level representation rediscovers subcellular structures in volume electron microscopy H Han, M Dmitrieva, A Sauer, KH Tam, J Rittscher Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	3	2022
Short Trajectory Segmentation with 1D UNET Framework: Application to Secretory Vesicle Dynamics M Dmitrieva, J Lefebvre, K delas Penas, HL Zenner, J Richens, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 891-894, 2020	3	2020
Classification of spherical objects based on the form function of acoustic echoes M Dmitrieva, KE Brown, GJ Heald, DM Lane 4th Underwater Acoustics Conference and Exhibition, Skiathos, Greece, pp.483-488, 2017	3	2017
Adaptive bio-inspired signals for better object characterisation M Dmitrieva, K Brown, D Lane Biomimetic and Biohybrid Systems: 4th International Conference, Living …, 2015	3	2015
Single-molecule localization microscopy reconstruction using Noise2Noise for super-resolution imaging of actin filaments J Lefebvre, A Javer, M Dmitrieva, J Rittscher, B Lewków, E Allgeyer, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1596-1599, 2020	2	2020
Sea floor recognition with bio-inspired echolocation M Dmitrieva, K Brown, G Heald, D Lane OCEANS 2017-Aberdeen, 1-5, 2017	1	2017
Leveraging Inter-Annotator Disagreement for Semi-Supervised Segmentation A Sauer, M Dmitrieva, H Han, J Rittscher 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023		2023
Profiling DNA Damage in 3D Histology Samples KE delas Peñas, R Haeusler, S Feng, V Magidson, M Dmitrieva, D Wink, ... International Workshop on Medical Optical Imaging and Virtual Microscopy …, 2022		2022
TRAIT2D: a Software for Quantitative Analysis of Singl e Particle Diffusion Data [version 1; peer review: awaiting peer F Reina, JMA Wigg, M Dmitrieva, J Lefebvre, J Rittscher, C Eggeling		2021
Extracting Axial Depth and Trajectory Trend Using Astigmatism, Gaussian Fitting, and CNNs for Protein Tracking K delas Penas, M Dmitrieva, J Lefebvre, H Zenner, E Allgeyer, M Booth, ... 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1634-1637, 2020		2020
Results from the Robocademy ITN: Autonomy, Disturbance Rejection and Perception for Advanced Marine Robotics M Valdenegro-Toro, MDL Alvarez, M Dmitrieva, B Wehbe, G Salavasidis, ... arXiv preprint arXiv:1910.13144, 2019		2019
Object characterisation using wideband sonar pulses M Dmitrieva Heriot-Watt University, 2018		2018
Image processing based strategy for adaptive wideband echolocation M Dmitrieva, K Brown, G Heald, D Lane IEEE International Conference on Acoustics Speech and Signal Processing PhD …, 2017		2017

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