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- research-articleOctober 2024
Noninvasive detection of invertebrate respiratory dynamics via high-speed infra-red trachea imaging and analysis
ICBIP '24: Proceedings of the 2024 9th International Conference on Biomedical Signal and Image ProcessingPages 66–70https://doi.org/10.1145/3691521.3691527Abstract: Respiration is a key physiological process, and tightly coupled with other physiological systems such as the neural system. Insects are emerging as critical model systems. Yet there is a lack of tools for insect respiration study, due to ...
- research-articleJuly 2024
Automation of Eye Disease Diagnoses Using Descriptive Image Algebras and Boolean Algebra Methods
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 2Pages 299–308https://doi.org/10.1134/S1054661824700093AbstractThe article presents an algebraic model for solving the problem of automation of ophthalmological diagnostics written in the language of descriptive image algebras. Descriptive image algebras are an initial mathematical language for formalizing ...
- research-articleJuly 2024
Some Scientific Results of the 16th International Conference PRIP-2023
Pattern Recognition and Image Analysis (SPPRIA), Volume 34, Issue 2Pages 221–224https://doi.org/10.1134/S1054661824700019AbstractThe main scientific results of the 16th International Conference on Pattern Recognition and Information Processing (PRIP-2023), Minsk, Republic of Belarus, October 2023, are reviewed and analyzed. The history of this series of conferences is ...
- ArticleMay 2024
Heart Attack Detection Using Body Posture and Facial Expression of Pain
Artificial Intelligence for Neuroscience and Emotional SystemsPages 411–420https://doi.org/10.1007/978-3-031-61140-7_39AbstractIt is not uncommon for a person to be alone when they have a heart attack. Getting help quickly can mean the difference between life and death. The pain a person feels during a heart attack may prevent them from seeking help in time, so automated ...
- research-articleMarch 2024
Frontiers: Smoke and Mirrors: Impact of E-cigarette Taxes on Underage Social Media Posting
This work uses social media postings as a proxy for missing legal underage consumption data to quantify e-cigarette tax effects.
E-cigarette use, or vaping, is a public health concern, with particular worries about underage use. The U.S. government is expected to introduce federal taxation on vaping. The potential deterrent effect of such a tax on underage users is understudied ...
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- research-articleDecember 2023
Exploring the spatiotemporal relationship between green infrastructure and urban heat island under multi‐source remote sensing imagery: A case study of Fuzhou City
CAAI Transactions on Intelligence Technology (CIT2), Volume 8, Issue 4Pages 1337–1349https://doi.org/10.1049/cit2.12272AbstractGreen Infrastructure (GI) has garnered increasing attention from various regions due to its potential to mitigate urban heat island (UHI), which has been exacerbated by global climate change. This study focuses on the central area of Fuzhou city, ...
- research-articleMarch 2024
Research in the Area of Pattern Recognition and Image Analysis at the Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences and Its Predecessors
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 646–663https://doi.org/10.1134/S1054661823040533AbstractThis paper provides a short survey of the main direction of activity of the Federal Research Center “Computer Science and Control” of the Russian Academy of Sciences (FRC CSC RAS) in the areas concerning the topics of the journal Pattern ...
- research-articleMarch 2024
Application of Cascade Methods as a Universal Object Detection Tool
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 685–698https://doi.org/10.1134/S1054661823040302AbstractThis paper is devoted to a review of the achievements of the Moscow scientific school of image recognition, formed under the leadership of Professor Vladimir L’vovich Arlazarov, in the field of development and application of the Viola–Jones ...
- research-articleMarch 2024
Image Analysis and Enhancement: General Methods and Biomedical Applications
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 1493–1514https://doi.org/10.1134/S1054661823040235AbstractGeneral methods of image processing, analysis and enhancement and their biomedical applications developed by the scientific school of the Laboratory of Mathematical Methods of Image Processing of the Faculty of Computational Mathematics and ...
- research-articleMarch 2024
The Role of the Scientific Council “Cybernetics” of the USSR Academy of Sciences/the Russian Academy of Sciences in the Development of National Cybernetics and Computer Technology
- G. P. Amirdjanov,
- I. B. Gurevich,
- F. V. Kostyuk,
- N. S. Kulberg,
- T. A. Rudchenko,
- A. L. Semenov,
- A. N. Sotnikov,
- Yu. O. Trusova,
- A. Yu. Uvarov,
- V. A. Vardanyan,
- T. V. Yakovleva,
- V. V. Yashina,
- A. S. Zakharova
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 988–1049https://doi.org/10.1134/S1054661823040053AbstractThe review presents the history of the creation and work of the Scientific Council “Cybernetics” (SCC)—the center for development of cybernetics in the USSR and Russia. The Council’s activity is covered as a structure that coordinates scientific ...
- research-articleMarch 2024
Formation and Development of Image Analysis and Pattern Recognition in the USSR, the Republic of Belarus, and the Russian Federation
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 4Pages 603–625https://doi.org/10.1134/S1054661823040028AbstractPreface to the Special Issue of the journal PRIA “Leading Scientific Schools in Image Analysis, Pattern Recognition, and Related Problems of Computer Science in the USSR, the Republic of Belarus and the Russian Federation.” The main scientific ...
- ArticleOctober 2023
A Digital Analysis of Mozart’s F-Clefs
Graphonomics in Human Body Movement. Bridging Research and Practice from Motor Control to Handwriting Analysis and RecognitionPages 178–188https://doi.org/10.1007/978-3-031-45461-5_13AbstractUsing image analysis tools and statistical tests, this article compares f-clefs taken from Mozart’s Thematic Catalogue with clefs taken from two of his autograph manuscripts. Based on the assumption that the natural variation of a single composer’...
- surveySeptember 2023
Fundus Imaging-Based Healthcare: Present and Future
ACM Transactions on Computing for Healthcare (HEALTH), Volume 4, Issue 3Article No.: 16, Pages 1–34https://doi.org/10.1145/3586580A fundus image is a two-dimensional pictorial representation of the membrane at the rear of the eye that consists of blood vessels, the optical disc, optical cup, macula, and fovea. Ophthalmologists use it during eye examinations to screen, diagnose, and ...
- research-articleSeptember 2023
Image Analysis Approach to Trademark Congestion and Depletion
ICAIL '23: Proceedings of the Nineteenth International Conference on Artificial Intelligence and LawPages 402–406https://doi.org/10.1145/3594536.3595126Is there a limited supply of good image trademarks? Trademark law long rested on the assumption that there is an inexhaustible supply of good marks that provide businesses with sufficient economic advantages to engage in effective branding. However, this ...
- ArticleSeptember 2023
Image Classification Through Graph Neural Networks and Random Walks
AbstractHumans can assimilate the context between information from a few perceived data, and this statement applies to the context in images. In machine learning, an image’s context can be represented and predicted using graph convolutional networks. In ...
- research-articleJune 2023
Mixed‐decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition
CAAI Transactions on Intelligence Technology (CIT2), Volume 9, Issue 2Pages 319–332https://doi.org/10.1049/cit2.12246AbstractEye health has become a global health concern and attracted broad attention. Over the years, researchers have proposed many state‐of‐the‐art convolutional neural networks (CNNs) to assist ophthalmologists in diagnosing ocular diseases ...
- research-articleJune 2023
Image Neural Network Classifier by Detail Attributes
Pattern Recognition and Image Analysis (SPPRIA), Volume 33, Issue 2Pages 179–183https://doi.org/10.1134/S1054661823020116AbstractThe paper presents the features of the development of a neural network analyzer of image detail. The neural network analyzer is a binary classifier based on the algorithm of search and identification of small image structures with different levels ...
- research-articleOctober 2023
CCVNet: COVID-19 Detection in Chest X-ray Imaging based on Convolutional Neural Network
ICMHI '23: Proceedings of the 2023 7th International Conference on Medical and Health InformaticsPages 1–5https://doi.org/10.1145/3608298.3608299COVID-19 is a violent disease that rapidly transmits from human to human until the world pandemic. The preliminary screening for this disease is the reverse transcription-polymerase chain reaction (RT-PCR) testing, but the chest X-ray imaging in the ...
- research-articleMarch 2023
Geometric prior guided hybrid deep neural network for facial beauty analysis
CAAI Transactions on Intelligence Technology (CIT2), Volume 9, Issue 2Pages 467–480https://doi.org/10.1049/cit2.12197AbstractFacial beauty analysis is an important topic in human society. It may be used as a guidance for face beautification applications such as cosmetic surgery. Deep neural networks (DNNs) have recently been adopted for facial beauty analysis and have ...