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Natalia Khanzhina
Observed names:
Khanzhina, Natalia,
N.E. Khanzhina
Institution:
ITMO University
Observed institution:
ITMO University
ORCID:
0000-0003-0795-642X
Observed ORCID:
0000-0003-0795-642X
OpenAlex ID:
A5000954819
Pollen grain recognition using convolutional neural network.
2018
·
Natalia Khanzhina
, Evgeny Putin
, et al.
·
The European Symposium on Artificial Neural Networks
·
32
Combating data incompetence in pollen images detection and classification for pollinosis prevention
2021
·
Natalia Khanzhina
, Andrey Filchenkov
, et al.
·
Computers in Biology and Medicine
·
23
PDF
Towards Robust Object Detection: Bayesian RetinaNet for Homoscedastic Aleatoric Uncertainty Modeling
2021
·
Khanzhina, Natalia
, Lapenok, Alexey
, et al.
·
arXiv (Cornell University)
·
7
PDF
Regularization of Autoencoders for Bank Client Profiling Based on Financial Transactions
2021
·
Andrey Filchenkov
, Natalia Khanzhina
, et al.
·
Risks
·
7
PDF
On realistic generation of new format license plate on vehicle images
2021
·
Anton Maltsev
, Roman Lebedev
, et al.
·
Procedia Computer Science
·
7
PDF
New Bayesian Focal Loss Targeting Aleatoric Uncertainty Estimate: Pollen Image Recognition
2023
·
Natalia Khanzhina
, Maxim Kashirin
, et al.
·
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
·
5
Pollen Recognition for Allergy and Asthma Management Using GIST Features
2016
·
Natalia Khanzhina
, Eugene Lane
·
Communications in computer and information science
·
5
A Study of Intelligent Techniques for Protein Secondary Structure Prediction
2015
·
Hanan Hendy
, Wael Khalifa
, et al.
·
5
Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks
2021
·
Dmitry Krylov
, Semen Poliakov
, et al.
·
4
Bayesian losses for homoscedastic aleatoric uncertainty modeling in pollen image detection
2021
·
N.E. Khanzhina
·
Scientific and technical journal of information technologies mechanics and optics
·
4
PDF
Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation in Brain Tumor Segmentation
2021
·
Natalia Khanzhina
, Maxim Kashirin
, et al.
·
Lecture notes in computer science
·
4
CT images GAN-based augmentation with AdaIN for lung nodules detection
2021
·
Maksim Kryuchkov
, Natalia Khanzhina
, et al.
·
International Conference on Machine Vision
·
3
Comparative Evaluation of Lung Cancer CT Image Synthesis with Generative Adversarial Networks
2021
·
Alexander Semiletov
, Aleksandra Vatian
, et al.
·
Lecture notes in computer science
·
2
Monte Carlo Concrete DropPath for epistemic uncertainty estimation in pollen images classification
2021
·
N.E. Khanzhina
·
Scientific and technical journal of information technologies mechanics and optics
·
1
PDF
Synthetic images generation for text detection and recognition in the wild
2020
·
Natalia Khanzhina
, Natalia Slepkova
, et al.
·
International Conference on Machine Vision
·
1
Pollen grains recognition using structural approach and neural networks
2015
·
Natalia Khanzhina
, Elena Zamyatina
·
1
Использование классических методов и нейронных сетей для распознавания пыльцевых зерен
2014
·
Замятина Елена Борисовна
, Natalia Khanzhina
·
Вестник Пермского университета. Серия: Математика. Механика. Информатика
Автоматизированное распознавание пыльцевых зерен с использованием нейронных сетей Хэмминга
2014
·
Замятина Елена Борисовна
, Natalia Khanzhina
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Works count:
18
Citation count:
111
H-index:
5
I10-index:
2
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