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检索条件"任意字段=Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition"

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Parallel scalable libraries and algorithms for computer vision

Parallel scalable libraries and algorithms for computer visi...

引用

international conference on pattern recognition

作者： L.H. Jamieson E.J. Delp S.E. Hambrusch A.A. Khokhar G.W. Cook F. Hameed J.N. Patel Ke Shem Purdue University West Lafayette IN USA Department of Computer Sciences Purdue University West Lafayette IN USA

We describe a project that integrates applications requirements, parallel algorithm design, models of parallel computing, and software tools in order to improve the ability of applications researchers in the fields of computer vision and image processing (CVIP) to realize the performance potential of high performance parallel computers. this objective is achieved by pursuing four directions of research: the development of efficient and practical scalable algorithms for fundamental CVIP problems; the implementation of realistic CVIP scenarios on high performance computers; the development of a scalable, architecture-independent parallel model and a metric for estimating the performance of an algorithm on an existing parallel machine; and the development of prototype software tools. In this paper we describe work in each of these areas.

关键词： Computer vision Application software Software tools Concurrent computing High performance computing Software algorithms Software libraries Parallel algorithms Algorithm design and analysis Parallel processing

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Angioplasty Virtual Reality Simulator: Modeling of Blood Flow in an Artery 12

Angioplasty Virtual Reality Simulator: Modeling of Blood Flo...

引用

12th IEEE international conference on Intelligent Data Acquisition and Advanced computing Systems: Technology and Applications, IDAACS 2023

作者： Alipova, Bakhyt Tokmukhamedova, Fatima Bolatov, Zhiger Daineko, Yevgeniya Ipalakova, Madina Tsoy, Dana International It University Mathematical and Computer Modeling 050040 Kazakhstan University of Kentucky Mechanical and Aerospace Engineering 40506-0503 United States International It University Research Activities 050040 Kazakhstan International It University International Affairs 050040 Kazakhstan International It University Computer Engineering 050040 Kazakhstan

ISBN: (纸本)9798350358056

Blood flow in human arteries considered as an important aspect of health care. Due to the large amount of difficulties conducting in-vivo experiments, the use of computational fluid dynamics (CFD) to simulate pulsatile flow in the blood artery has become a promising alternative approach. In this paper the 2-dimensional model of blood flow in the rectangular coordinates is formed by numerical approach and the simulation by Unity Engine is provided. the simulation showed that the blood flow was laminar within the artery. the velocity magnitude of blood was highest at the center of the artery and gradually decreased towards the walls due to the no-slip condition. these results are consistent with previous experimental and computational studies of blood flow in arteries. © 2023 IEEE.

关键词： CFD compressible flow finite difference Navier-Stokes equation pulsatile blood flow simulation unity engine

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High performance computing for land cover dynamics

High performance computing for land cover dynamics

引用

international conference on pattern recognition

作者： R. Parulekar L. Davis R. Chellappa J. Saltz A. Sussman J. Townshend UMIACS College Park MD USA Institute for Advanced Computer Studies (UMIACS) University of Maryland College Park MD USA Department of Electrical Engineering University of Padova Italy Department of Geography University of Reading UK Department of Computer Science Tsinghua University Taiwan Department of Computer Science University of California USA

Presents the overall goals of the authors' research program on the application of high performance computing to remote sensing applications, specifically applications in land cover dynamics. this involves developing scalable and portable programs for a variety of image and map data processing applications, eventually integrated with new models for parallel I/O of large scale images and maps. After an overview of the multiblock PARTI run time support system, the authors explain extensions made to that system to support image processing applications, and then present an example involving multiresolution image processing. Results of running the parallel code on both a TMC CM5 and an Intel Paragon are discussed.

关键词： High performance computing Object oriented modeling Image processing Application software Spatial resolution Data structures Remote sensing Image resolution Image analysis Dynamic programming

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Application of Seq2Seq Model Based on TCN-GRU to Multivariate Water Quality Time Series Prediction 12

Application of Seq2Seq Model Based on TCN-GRU to Multivariat...

引用

12th international conference of Information and Communication Technology, ICTech 2023

作者： Hu, Yankun Wang, Ning Lyu, Li Zhou, Xiaolei Fang, Meng Shenyang Institute of Computing Technology Chinese Academy of Sciences Shenyang China University of Chinese Academy of Sciences Beijing China

ISBN: (纸本)9798350332919

Water pollution is still a common problem worldwide and needs to be solved urgently. Accurately predict changes in water quality can help decision makers better solve water pollution problems. However, water quality data are characterized by uncertainty, nonlinearity and complexity, the existing water quality prediction models have low prediction accuracy and poor generalization ability. In this paper, a seq2seq multivariate water quality prediction model combining TCN model, GRU model and self-attention mechanism is proposed. the traditional seq2seq model based on the basic architecture of recurrent neural network has limited ability to extract features, and it is difficult to effectively process large-scale multivariate water quality data. We use the TCN model as the encoder and the GRU model as the decoder, so as to effectively use the nonlinear feature processing capability of TCN model for time series data and the nonlinear fitting ability of the GRU model. In addition, we add a self-attention mechanism to the decoder, so that the model can effectively extract hidden related factors that affect water quality changes, further improved the predictive power of the model. To demonstrate the predictive power of the TCN-GRU seq2seq model, we conduct an experimental study on a real river water quality dataset, Experiments show that our model achieves optimal prediction results. © 2023 IEEE.

关键词： Water quality

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Medical Image computing and Computer Assisted Intervention – MICCAI 2023 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Hayit Greenspan Anant Madabhushi Parvin Mousavi Septimiu Salcudean James Duncan Tanveer Syeda-Mahmood Russell Taylor

the ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th international conference on Medical Image computing and Computer-Assist... 详细信息

ISBN: (数字)9783031438981

ISBN: (纸本)9783031438974

关键词： Computer Imaging, Vision, pattern recognition and Graphics Computer Applications Machine Learning Computers and Education Biomedical Engineering and Bioengineering Biomedical Engineering and Bioengineering

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Medical Image computing and Computer Assisted Intervention – MICCAI 2023 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Hayit Greenspan Anant Madabhushi Parvin Mousavi Septimiu Salcudean James Duncan Tanveer Syeda-Mahmood Russell Taylor

ISBN: (数字)9783031439018

ISBN: (纸本)9783031439001

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Medical Image computing and Computer Assisted Intervention – MICCAI 2023 1

引用

丛书名： Lecture Notes in Computer Science

1000年

作者： Hayit Greenspan Anant Madabhushi Parvin Mousavi Septimiu Salcudean James Duncan Tanveer Syeda-Mahmood Russell Taylor

ISBN: (数字)9783031438950

ISBN: (纸本)9783031438943

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Innovative Multistage Intelligent Resource Comprehensive Utilization Device of Rotten Fruit 12

Innovative Multistage Intelligent Resource Comprehensive Uti...

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12th international conference on Clean and Green Energy, ICCGE 2023

作者： Zhu, Wenxiao Shi, Yiyuan Chen, Xutao Ding, Wenli Zhang, Jingli Zheng, Xiaobo Zhang, Haochun School of Energy Science and Engineering Harbin Institute of Technology 92 West Dazhi Street Nangang District Harbin China School of Astronautics Harbin Institute of Technology 92 West Dazhi Street Nangang District Harbin China Department of Computing Harbin Institute of Technology 92 West Dazhi Street Nangang District Harbin China

ISBN: (纸本)9781839539237

this paper presents an automated machine that uses advanced technologies, including sensors, and automatic control, to convert rotten fruits into high-quality methane energy. the machine features a sleek and modern design, precise manufacturing, and energy efficiency. the paper provides a detailed description of the machine's structure, performance, and applications, and showcases its advantages in waste reduction, energy output, and environmental protection. the machine has significant potential for promoting sustainable development and innovative technology and has promising prospects for widespread application. this paper contributes to the research and development of advanced machines for waste-to-energy conversion. © the Institution of Engineering & Technology 2023.

关键词： Fruits

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ACM international conference Proceeding Series

ACM International Conference Proceeding Series

引用

12th Innovations in Software Engineering conference, ISEC 2019

ISBN: (纸本)9781450362153

the proceedings contain 34 papers. the topics discussed include: is virtual reality product development different? an empirical study on VR product development practices;thrusthetero: a framework to simplify heterogeneous computing platform programming using design abstraction;an approach to identify use case scenarios from textual requirements specification;change-proneness of object-oriented software using combination of feature selection techniques and ensemble learning techniques;enhancing test cases generated by concolic testing;a knowledge centric approach to conceptualizing robotic solutions;making sense of actor behavior: an algebraic filmstrip pattern and its implementation;a software framework for adaptive signal analytics based on autonomic service components;modeling and coverage analysis of programs with exception handling;the value of software architecture recovery for maintenance;evolution traceability roadmap for business processes;key factors in scaling up agile team in matrix organization;and a case study exploring supply chain systems using actor based simulation.

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Logical Decision Networks Based on the Optical Coloroids 12

Logical Decision Networks Based on the Optical Coloroids

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12th IEEE international conference on Intelligent Data Acquisition and Advanced computing Systems: Technology and Applications, IDAACS 2023

作者： Timchenko, Victor Kondratenko, Yuriy Kreinovich, Vladik Admiral Makarov National University of Shipbuilding Mykolaiv54025 Ukraine Petro Mohyla Black Sea National University Mykolaiv54003 Ukraine Institute of Artificial Intelligence Problems of Mes&nas of Ukraine Kyiv01001 Ukraine University of Texas at El Paso El PasoTX79968 United States

ISBN: (纸本)9798350358056

this work is dedicated to the creation of efficient systems based on the use of light radiation of a certain color directly as a fuzzy variable - the carrier of logical information and the basis for building logical decision networks by transforming light radiation with appropriate light filters. the optical processing of color information, which reflects different values of the input data, is carried out by the proposed structural construction of fuzzy logic gates and is significantly simplified, compared to the existing systems, due to the implementation of the properties of additive and subtractive color processing using simple light filters. the concept of applying the rule of idempotence and decision blocking, as well as the criterion for the maximum reliability of estimates based on the minimum standard deviation from the average weighted values of the corresponding combinations of color information, has been formed. the advantages of the proposed approach in relation to decision-making systems with big data are substantiated. © 2023 IEEE.

关键词： fuzzy color computing logical decision network optical coloroid

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