Andrey V. Savchenko
Orcid: 0000-0001-6196-0564Affiliations:
- National Research University Higher School of Economics, Nizhny Novgorod, Russia
According to our database1,
Andrey V. Savchenko
authored at least 87 papers
between 2011 and 2024.
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Bibliography
2024
HSEmotion Team at the 6th ABAW Competition: Facial Expressions, Valence-Arousal and Emotion Intensity Prediction.
CoRR, 2024
Inpainting Semantic and Depth Features to Improve Visual Place Recognition in the Wild.
IEEE Access, 2024
AutoFace: How to Obtain Mobile Neural Network-Based Facial Feature Extractor in Less Than 10 Minutes?
IEEE Access, 2024
2023
A standalone software for real-time facial analysis in online conferences and e-lessons.
Softw. Impacts, May, 2023
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition.
CoRR, 2023
Fast Search of Face Recognition Model for a Mobile Device Based on Neural Architecture Comparator.
IEEE Access, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction.
Proceedings of the International Conference on Machine Learning, 2023
EmotiEffNets for Facial Processing in Video-based Valence-Arousal Prediction, Expression Classification and Action Unit Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network.
IEEE Trans. Affect. Comput., 2022
Preference prediction based on a photo gallery analysis with scene recognition and object detection.
Pattern Recognit., 2022
PeerJ Comput. Sci., 2022
Expert Syst. Appl., 2022
HSE-NN Team at the 4th ABAW Competition: Multi-task Emotion Recognition and Learning from Synthetic Images.
CoRR, 2022
Frame-level Prediction of Facial Expressions, Valence, Arousal and Action Units for Mobile Devices.
CoRR, 2022
Recommending Restaurants based on Classification of Photos from the Gallery of Mobile Device.
Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022
Open-Set Face Identification with Sequential Analysis and Out-of-Distribution Data Detection<sup>*</sup>.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
MT-EmotiEffNet for Multi-task Human Affective Behavior Analysis and Learning from Synthetic Data.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Video-based Frame-level Facial Analysis of Affective Behavior on Mobile Devices using EfficientNets.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
PeerJ Comput. Sci., 2021
Fast inference in convolutional neural networks based on sequential three-way decisions.
Inf. Sci., 2021
CoRR, 2021
Proceedings of the Speech and Computer - 23rd International Conference, 2021
Facial expression and attributes recognition based on multi-task learning of lightweight neural networks.
Proceedings of the 19th IEEE International Symposium on Intelligent Systems and Informatics, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Analysis of Images, Social Networks and Texts, 2021
2020
Probabilistic Neural Network With Complex Exponential Activation Functions in Image Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2020
Optimization of Gain in Symmetrized Itakura-Saito Discrimination for Pronunciation Learning.
Proceedings of the Mathematical Optimization Theory and Operations Research, 2020
Event Recognition with Automatic Album Detection based on Sequential Grouping of Confidence Scores and Neural Attention.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Sequential Analysis with Specified Confidence Level and Adaptive Convolutional Neural Networks in Image Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020
MobileEmotiFace: Efficient Facial Image Representations in Video-Based Emotion Recognition on Mobile Devices.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Detection and Recognition of Food in Photo Galleries for Analysis of User Preferences.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Proceedings of the Computer Vision and Graphics - International Conference, 2020
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the Recent Trends in Analysis of Images, Social Networks and Texts, 2020
2019
Efficient facial representations for age, gender and identity recognition in organizing photo albums using multi-output ConvNet.
PeerJ Comput. Sci., 2019
Sequential three-way decisions in multi-category image recognition with deep features based on distance factor.
Inf. Sci., 2019
Event Recognition with Automatic Album Detection based on Sequential Processing, Neural Attention and Image Captioning.
CoRR, 2019
Appl. Soft Comput., 2019
Scene Recognition in User Preference Prediction Based on Classification of Deep Embeddings and Object Detection.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019
User Modeling on Mobile Device Based on Facial Clustering and Object Detection in Photos and Videos.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Fast Nearest-Neighbor Classifier Based on Sequential Analysis of Principal Components.
Proceedings of the Analysis of Images, Social Networks and Texts, 2019
Proceedings of the Analysis of Images, Social Networks and Texts, 2019
2018
Unconstrained face identification using maximum likelihood of distances between deep off-the-shelf features.
Expert Syst. Appl., 2018
Efficient Facial Representations for Age, Gender and Identity Recognition in Organizing Photo Albums using Multi-output CNN.
CoRR, 2018
Granular Computing and Sequential Analysis of Deep Embeddings in Fast Still-to-Video Face Recognition.
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings.
Proceedings of the Analysis of Images, Social Networks and Texts, 2018
Proceedings of the Analysis of Images, Social Networks and Texts, 2018
2017
Maximum-likelihood approximate nearest neighbor method in real-time image recognition.
Pattern Recognit., 2017
Clustering and maximum likelihood search for efficient statistical classification with medium-sized databases.
Optim. Lett., 2017
Maximum A Posteriori Estimation of Distances Between Deep Features in Still-to-Video Face Recognition.
CoRR, 2017
Probabilistic Neural Network with Complex Exponential Activation Functions in Image Recognition using Deep Learning Framework.
CoRR, 2017
Sequential Three-Way Decisions in Efficient Classification of Piecewise Stationary SpeechSignals.
Proceedings of the Rough Sets - International Joint Conference, 2017
Proceedings of the Pattern Recognition and Machine Intelligence, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Deep Convolutional Neural Networks and Maximum-Likelihood Principle in Approximate Nearest Neighbor Search.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
Organizing Multimedia Data in Video Surveillance Systems Based on Face Verification with Convolutional Neural Networks.
Proceedings of the Analysis of Images, Social Networks and Texts, 2017
2016
Fast multi-class recognition of piecewise regular objects based on sequential three-way decisions and granular computing.
Knowl. Based Syst., 2016
The maximal likelihood enumeration method for the problem of classifying piecewise regular objects.
Autom. Remote. Control., 2016
Pattern Classification with the Probabilistic Neural Networks Based on Orthogonal Series Kernel.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016
Classification of Dangerous Situations for Small Sample Size Problem in Maintenance Decision Support Systems.
Proceedings of the Analysis of Images, Social Networks and Texts, 2016
2015
Pattern Recognit. Lett., 2015
Statistical Testing Of Segment Homogeneity In Classification Of Piecewise-Regular Objects.
Int. J. Appl. Math. Comput. Sci., 2015
An Optimal Greedy Approximate Nearest Neighbor Method in Statistical Pattern Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015
Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples.
Proceedings of the Analysis of Images, Social Networks and Texts, 2015
2014
Noise Resistant Morphological Algorithm of Moving Forklift Truck Detection on Noisy Image Data.
Int. J. Concept. Struct. Smart Appl., 2014
Maximum Likelihood Directed Enumeration Method in Piecewise-Regular Object Recognition.
CoRR, 2014
Proceedings of the Rough Sets and Current Trends in Computing, 2014
Proceedings of the Image and Signal Processing - 6th International Conference, 2014
Nonlinear Transformation of the Distance Function in the Nearest Neighbor Image Recognition.
Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014
A Fast Mathematical Morphological Algorithm of Video-Based Moving Forklift Truck Detection in Noisy Environment.
Proceedings of the Analysis of Images, Social Networks and Texts, 2014
2013
Probabilistic neural network with homogeneity testing in recognition of discrete patterns set.
Neural Networks, 2013
Autom. Remote. Control., 2013
Proceedings of the Advances in Nonlinear Speech Processing - 6th International Conference, 2013
Proceedings of the Computer Vision Systems - 9th International Conference, 2013
2012
Face Recognition in Real-Time Applications: A Comparison of Directed Enumeration Method and K-d Trees.
Proceedings of the Perspectives in Business Informatics Research, 2012
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012
2011
Image Recognition with a Large Database Using Method of Directed Enumeration Alternatives Modification.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011