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检索条件"机构=Department of Information and Computer Systems in Automation"

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Software Architecture of the Automated Animal Behavior Analysis System 3

Software Architecture of the Automated Animal Behavior Analy...

引用

3rd International Conference on Control in Technical systems, CTS 2019

作者： Sinitca, A.M. Kaplun, D.I. Kovrigin, V.K. Zamansky, A. Saint Petersburg Electrotechnical University 'Leti' Department of Automation and Control Processes Saint Petersburg Russia Saint Petersburg Electrotechnical University 'Leti' Department of Computer Aided Design Saint Petersburg Russia University of Haifa Information Systems Department Haifa Israel

ISBN: (纸本)9781728125107

One of the most important tools for animal behavior and animal welfare scientists is video-based analysis. Despite the fact that automatic analysis system exists for many species, field of automated video-based behavior analysis doesn't have an effective tool for higher animals, as dogs and therefore scientists have to use manual analysis. This work is aimed at solving this issue by developing automated software. Sleep analysis task used as basic task for development and testing. This paper describes architecture of system for automated analysis of animal behavior. © 2019 IEEE.

关键词： Machine learning

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Advances in Pattern Recognition: Joint IAPR International Workshops SSPR 2000 and SPR 2000 Alicante, Spain, August 30 - September 1, 2000 Proceedings

Advances in Pattern Recognition: Joint IAPR International Wo...

引用

International Association of Pattern Recognition, IAPR 2000 held jointly with 8th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2000 and 3rd International Workshop on Statistical Techniques in Pattern Recognition, SPR 2000

作者： Ferri, Francesc J. Iñesta, Josè M. Amin, Adnan Pudil, Pavel Spain University of Alicante Department of Computer Languages and Systems Alicante Spain University of New South Wales School of Computer Science and Engineering SydneyNSW Australia Academy of Sciences of the Czech Republic Institute of Information Theory and Automation Prague 8 Czech Republic

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Identification of surface leather defects 03

Identification of surface leather defects

引用

Proceedings of the 4th international conference conference on computer systems and technologies: e-Learning

作者： Lidiya Georgieva Kaloyan Krastev Nikola Angelov Department of Computer Systems and Technology University of Rousse Department of Automation Information and Control Technique University of Rousse

In this paper is discussing application of χ2 - criteria for analysis of leathers based on image histograms. It is proposed a manner determining standard histograms and basic evaluation, It is designed an algorithm o... 详细信息

ISBN: (纸本)9789549641332

关键词： χ

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A swarm intelligence based searching strategy for articulated 3D human body tracking

A swarm intelligence based searching strategy for articulate...

引用

2010 IEEE computer Society Conference on computer Vision and Pattern Recognition - Workshops, CVPRW 2010

作者： Zhang, Xiaoqin Hu, Weiming Wang, Xiangyang Kong, Yu Xie, Nianhua Wang, Hanzi Ling, Haibin Maybank, Steve College of Mathematics and Information Science Wenzhou University Zhejiang China National Laboratory of Pattern Recognition Institute of Automation Beijing China School of Communication and Information Engineering Shanghai University Shanghai China School of Computer Science Beijing Institute of Technology Beijing China School of Computer Science University of Adelaide Australia Department of Computer and Information Science Temple University Philadelphia United States School of Computer Science and Information Systems Birkbeck College London United Kingdom

ISBN: (纸本)9781424470297

This paper proposes an annealed particle swarm optimization based particle filter algorithm for articulated 3D human body tracking. In our algorithm, a sampling covariance and an annealing factor are incorporated into the velocity updating equation of particle swarm optimization (PSO). The sampling covariance and the annealing factor are initiated with appropriate values at the beginning of the PSO iteration, and 'annealing' is carried out at reasonable steps. Experiments with multi-camera walking sequences from the Brown dataset show that: 1) the proposed tracker can effectively alleviate the problem of inconsistency between the image likelihood and the true model;2) the tracker is also robust to noise and body self-occlusion. © 2010 IEEE.

关键词： Swarm intelligence

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Method of Automated Transcribing of Speech Signals for information Technology of Text-Dependent Authentication of a Person by Voice 11

Method of Automated Transcribing of Speech Signals for Infor...

引用

11th International Conference on Advanced computer information Technologies, ACIT 2021

作者： Bisikalo, Oleg Kovtun, Viacheslav Boivan, Olesia Kovtun, Oksana Vinnytsia National Technical University Department of Automation and Intelligent Information Technologies Vinnytsia Ukraine Vinnytsia National Technical University Department of Computer Control Systems Vinnytsia Ukraine Vasyl' Stus Donetsk National University Department of Theory and Practice of Translation Vinnytsia Ukraine

A brand new method of automated transcribing of speech signals of the selected language is represented in the article. In this method, in contrast to the existing ones, the result of transcribing is obtained as a solution of the task of optimization of the functional of relative entropy for each of the sequences of non-intersecting frames, which generalize the samples counts of the sampled speech signal. The method provides an option to improve the quality of transcribing due to personalized pre-setting of the bank of whitening filters on estimating the power spectral density in the target frequency domains of the characteristic phonemes of the selected language. Also on the basis of the proposed method in the first approximation the task of classification of language units of higher levels, in particular, morphemes and lexemes, is set. The adequacy of the proposed mathematical apparatus is proved empirically. © 2021 IEEE.

关键词： Authentication

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The Concept of Automated Phonetic Analysis of a Speech with Asymptotic Adaptation to the Specifics of Phonation of Language Units 12

The Concept of Automated Phonetic Analysis of a Speech with ...

引用

12th International Conference on Advanced computer information Technologies, ACIT 2022

作者： Bisikalo, Oleg Kovtun, Oksana Kovtun, Viacheslav Vinnytsia National Technical University Department of Automation and Intelligent Information Technologies Vinnytsia Ukraine Vasyl' Stus Donetsk National University Department of Theory and Practice of Translation Vinnytsia Ukraine Vinnytsia National Technical University Department of Computer Control Systems Vinnytsia Ukraine

ISBN: (数字)9781665410502

ISBN: (纸本)9781665466479

A new concept of automated phonetic analysis of a speech with asymptotic adaptation to the specifics of phonation of language units is proposed. Unlike analogues, the concept is formalized in the paradigm of information theory with the criterion of analysis of the speech signal based on its relative entropy. The obtained mathematical apparatus allows for analysing the studied process both in statics and dynamics. The quality of the analysis is characterized by errors in the first (incorrect recognition of the language unit) and the second (variability of phonation of the language unit within the corresponding cluster) kind. The derived result is an analytically substantiated possibility of estimating the phonetic saturation of speech. The formulated concept can also be used to assess the degree of information saturation of the cluster of the language unit. Such an assessment is important for the task of creating universal background models, which are an essential element of current recognition systems for both language and speaker. © 2022 IEEE.

关键词： Speech

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Neural Network Concept of Ukrainian-Language Text Embedding 13

Neural Network Concept of Ukrainian-Language Text Embedding

引用

13th International Conference on Advanced computer information Technologies, ACIT 2023

The main contribution of the research is the neural network concept of Ukrainian-language text embedding with a two-level architecture. Basic embedding is implemented based on main lexical structures (Noun-Verb, Noun-Adjective, Verb-Adverb). To preserve the semantic component of complex, long sentences characteristic of the Ukrainian language, the post-embedding procedure is analytically defined. Both levels of the concept are implemented as autoencoder-type neural networks with appropriate topologies. To evaluate the complexity of the proposed conglomerate training process, a generalized loss function was formalized. Testing of the proposed concept in comparison with classic (BOW, Word2Vec) and progressive (MCB BERT) analogues showed that the author's solution prevails over the former and lags behind the latter in the selected quality metric. © 2023 IEEE.

关键词： Embeddings

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Service-Oriented Distributed Control Software Design for Process automation systems

Service-Oriented Distributed Control Software Design for Pro...

引用

IEEE International Conference on systems, Man, and Cybernetics

作者： Wenbin (William) Dai Jukka Peltola Valeriy Vyatkin Cheng Pang Department of Computer Science Electrical and Space Engineering Lulea University of Technology Department of Information and Computer Systems in Automation Aalto University

ISBN: (纸本)9781479938414

Improving software development efficiency and reusability of existing programs is an important topic for industrial automation. Recently, modern software paradigms have been introduced into the automation domain such as object-oriented programming using the IEC 61131-3 standard and component-based design based on the IEC 61499 standard. In this paper, another software paradigm - service-oriented architecture is applied to the software design for automation programs. The proposed SOA pattern is based on a multilayered structure with enhanced reusability and flexibility. A case study of water heating system is implemented to prove the concept of SOA paradigm.

关键词： Service-Oriented Architecture Component-based design Object-Oriented Programming IEC 61131-3 PLCs IEC 61499 Function Blocks

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information control system for the production of mineral fertilizers in the granulator with a fluidized bed 3

information control system for the production of mineral fer...

引用

3rd IEEE International Conference on Advanced Trends in information Theory, ATIT 2021

作者： Korniyenko, Bogdan Ladieva, Lesya Galata, Liliya Nesteruk, Andrii Matviichuk-Yudina, Olena Department of information Systems and Technologies National Technical University of Ukraine "igor Sikorsky Kyiv Polytechnic institute" Kyiv Ukraine Department of Hardware and Software Automation National Technical University of Ukraine "igor Sikorsky Kyiv Polytechnic institute" Kyiv Ukraine Department of Computerized information Security Systems National Aviation University Kyiv Ukraine Department of Computer Multimedia Technologies National Aviation University Kyiv Ukraine

ISBN: (纸本)9781665438452

A temperature control information system has been developed to ensure the production of high-quality granules with low moisture content. The study of the granulation and dehydration process, the main factors influencing the production of quality fertilizers, namely: temperature of heating air, temperature of granules, moisture content of granules, viscosity of the binder and its concentration. Based on the mathematical model, the transfer function of the granulator was obtained with the help of the Matlab software package, information control systems based on Pi and PiD controllers were developed, which should output and maintain the temperature of the granules at a given level. Their comparison is made to determine the system that better copes with the task. it is recommended to use a information control system with a PiD regulator in the production, because it allows to reduce the consumption of gas used during the dehydration process, due to the faster achievement of the set temperature of the granules. © 2021 iEEE.

关键词： Quality control

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An improved super-resolution with manifold learning and histogram matching

引用

International Conference on Biometrics, ICB 2006

作者： Chan, Tak Ming Zhang, Junping Shanghai Key Laboratory of Intelligent Information Processing Department of Computer Science and Engineering Fudan University 200433 China Key Laboratory of Complex Systems and Intelligence Science Institute of Automation Chinese Academy of Sciences Beijing 100080 China

ISBN: (纸本)3540311114

Biometric Person Authentication such as face, fingerprint, palmprint and signature depends on the quality of image processing. When it needs to be done under a low-resolution image, the accuracy will be impaired. So how to recover the lost information from down-sampled images is important for both authentication and preprocessing. Based on Super-Resolution through Neighbor Embedding algorithm and histogram matching, we propose an improved super-resolution approach to choose more reasonable training images. First, the training image are selected by histogram matching. Second, neighbor embedding algorithm is employed to recover the high-resolution image. Experiments in several images show that our improved super-resolution approach is promising for potential applications such as low-resolution mobile phone or CCTV (Closed Circuit Television) image person authentication. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Pattern matching

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