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16th ICMV 2023: Yerevan, Armenia
- Wolfgang Osten:
Sixteenth International Conference on Machine Vision, ICMV 2023, Yerevan, Armenia, November 15-18, 2023. SPIE Proceedings 13072, SPIE 2024, ISBN 9781510674622
Image Classification
- Maksim Kukushkin, Martin Bogdan, Thomas Schmid:
On optimizing morphological neural networks for hyperspectral image classification. - Thanh Hong Dang, Thanh Tung Nguyen, Huy Trinh Quang, Linh Doan Bao, Toan Van Pham:
sMoBYAL: supervised contrastive active learning for image classification. - Elena Limonova, Michael Zingerenko, Dmitry Nikolaev, Vladimir V. Arlazarov:
Quantization method for bipolar morphological neural networks. - Nargiza Z. Valishina, Alexander V. Gayer, Natalya S. Skoryukina, Vladimir V. Arlazarov:
Fast keypoint filtering for feature-based identity documents classification on complex background. - Soumya A., Linga Reddy Cenkeramaddi, Vishnu Chalavadi, C. Krishna Mohan:
Multi-class object classification using deep learning models in automotive object detection scenarios. - Fatih Çagatay Akyön, Erdem Akagündüz, Sinan Onur Altinuc, Alptekin Temizel:
Sequence models for drone versus bird classification.
Image Segmentation
- Ignazio Gallo, Mattia Gatti, Nicola Landro, Christian Lo Schiavo, Mirco Boschetti, Riccardo La Grassa, Anwar Ur Rehman:
Enhancing crop segmentation in satellite image time-series with transformer networks. - Aleksandr Smolin, Marina V. Chukalina, Inna Bukreeva, Olga Junemann, Alessia Cedola, Michela Fratini, Sergei V. Saveliev, Andrey Yamaev:
Segmentation of human olfactory bulb glomeruli on its phase-contrast tomographic images with neural networks. - Sivaji Retta, Ramarajulu Srinivasan, Shawn Tan:
CattleDeSegNet: a joint approach to cattle denoising and interpretable segmentation.
Pattern Recognition
- Dmitrij Pavliuchenkov, Anton Trusov, Elena Limonova:
Training of binary neural network models using continuous approximation. - Konstantin K. Suloev, Yulia S. Chernyshova, Alexander V. Sheshkus:
SAIGAN: arbitrary length and out-of-vocabulary handwriting synthesis preserving geometrical annotation. - Aleksey D. Bursikov, Sergey A. Usilin, Irina A. Kunina:
Building an optimal document authentication system. - Yulia S. Chernyshova, Konstantin K. Suloev, Vladimir V. Arlazarov:
Multilanguage ID document images synthesis for testing recognition pipelines. - Artem Sher, Anton Trusov, Mikhail Maksimenko, Nikita Arlazarov, Elena Limonova:
FARA: fast and accurate RFDoc descriptor approximation. - Daniil P. Matalov, Vladimir V. Arlazarov:
Enhanced multiple-instance pruning for learning soft cascade detectors. - Jan Lehr, Martin Pape, Jan Philipps, Felix Scholler, Jörg Krüger:
Limitations of anomaly detection: beyond which size defects can be reliably recognized.
Image Detection and Detection Model
- Mikhail O. Chekanov, Oleg S. Shipitko:
L-shape fitting algorithm for 3D object detection in bird's-eye-view in an autonomous driving system. - Shubham Kumar Dubey, J. V. Satyanarayana, C. Krishna Mohan:
False positive elimination in object detection methods for videos. - A. V. Chuiko, Konstantin B. Bulatov, Daniil V. Tropin:
Copy-move document image forgery detection and localization based on JPEG clues. - Matthias Hermann, Georg Umlauf, Bastian Goldlücke, Matthias O. Franz:
Incremental one-class learning using regularized null-space training for industrial defect detection. - L. S. Tolstenko, Irina A. Kunina:
Detection of fingers in document images captured in uncontrolled environment. - Anastasiia V. Vlasova, Aleksandr Yu. Shkanaev, Dmitry L. Sholomov:
Methods for non-intrusive out-of-distribution images detection. - Tendai Mapungwana Chikake, Boris Goldengorin:
Image edge detection using pseudo-Boolean polynomials. - Mahtab Jamali, Paul Davidsson, Reza Khoshkangini, Martin Georg Ljungqvist, Radu-Casian Mihailescu:
Specialized indoor and outdoor scene-specific object detection models. - Michael Zingerenko, Elena Limonova:
Bipolar morphological YOLO network for object detection.
Image Analysis and Processing Method
- Mengxiang Hao, Hang Wu, Ruchong Fu, Yubin Miao:
Point scene understanding via points-to-mesh reconstruction and multi-level utilization of proposals. - Nafe B. Alkzir, Ilya P. Nikolaev, Dmitry P. Nikolaev:
Search for image quality metrics suitable for assessing images specially precompensated for users with refractive errors. - Konstantin E. Lihota, Alexander V. Gayer, Vladimir V. Arlazarov:
Threshold U-Net: speed up document binarization with adaptive thresholds. - Ziyi Zhou, Yingran Jin, Yun Gao:
Integrated channel attention method for Siamese tracker. - Ekaterina P. Gerasimova, Dmitry L. Sholomov:
Assessment of the color compatibility of garments for building a recommendation system for an outfit. - Kirill Muravyev, Konstantin S. Yakovlev:
Maintaining topological maps for mobile robots. - Daniil Reutskii, Egor I. Ershov:
Spectral filters design for a better hyperspectral reconstruction. - Natalia A. Obukhova, Alexandr A. Motyko, Alexandr A. Pozdeev, K. A. Smirnov:
Method of color image formation taking into account the human perception features.
Digital Photography Technology and Computer Vision based on imaging
- Mikhail Shutov, Marat I. Gilmanov, Dmitry Polevoy, Alexey Buzmakov, Anastasia Ingacheva, Marina V. Chukalina, Dmitriy Nikolaev:
CT metal artifacts simulation under x-ray total absorption. - Alexandra Zhabitskaya, Alexander Sheshkus, Vladimir L. Arlazarov:
HoughToRadon transform: new neural network layer for features improvement in projection space. - Nicola Landro, Ignazio Gallo, Filippo Pelosi, Riccardo La Grassa, Anwar Ur Rehman:
Distortion-aware super-resolution for planetary exploration images. - Danil Kazimirov, Anastasia Ingacheva, Alexey Buzmakov, Marina V. Chukalina, Dmitry Nikolaev:
Robust automatic rotation axis alignment mean projection image method in cone-beam and parallel-beam CT. - Aya Saad, Stian Jakobsen, Morten Bondø, Mats Mulelid, Eleni Kelasidi:
StereoYolo+DeepSORT: a framework to track fish from underwater stereo camera in situ. - Tuan Aqeel Bohoran, Polydoros N. Kampaktsis, Laura McLaughlin, Jay Leb, Serafeim P. Moustakidis, Gerry P. McCann, Archontis Giannakidis:
Embracing uncertainty flexibility: harnessing a supervised tree kernel to empower ensemble modelling for 2D echocardiography-based prediction of right ventricular volume. - Vyacheslav Zhdanovskiy, Lev Teplyakov, Philipp Belyaev:
Efficient single- and multi-DNN inference using TensorRT framework. - D. S. Sidorchuk, M. A. Pavlova, D. O. Kushchev, M. A. Selyugin, Ilya P. Nikolaev, D. A. Bocharov:
CADCP: a method for chromatic haze compensation on remotely sensed images.
Data-based Intelligent Computing and Algorithm
- Jan Lehr, Martin Pape, Samuel Günther, Jörg Krüger:
Insights of anomaly detection: How does polluted training data influence performance? - Abbas Türkoglu, Erdem Akagündüz:
EANet: enhanced attribute-based RGBT tracker network. - Petr Sokerin, Kristian Kuznetsov, Elizaveta Makhneva, Alexey Zaytsev:
Portfolio selection via topological data analysis. - C. Nagaraju, Yenda Ramesh, C. Krishna Mohan:
A data parallel approach for distributed neural networks to achieve faster convergence. - Prashant Gohel, Manjunath V. Joshi:
Quantum time series forecasting. - Nisrine Farhat, Amine Bohi, Leila Ben Letaifa, Rim Slama:
CG-MER: a card game-based multimodal dataset for emotion recognition.
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