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检索条件"任意字段=11th International Conference on Computer-Aided Design and Computer Graphics"

共 8468 条记录，以下是471-480 订阅

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Semantic Segmentation of PolSAR Data Using CNN Based Deep Learning Models 11

Semantic Segmentation of PolSAR Data Using CNN Based Deep Le...

引用

11th international conference on Intelligent Systems and Embedded design, ISED 2023

作者： Garg, Rajat Singh, Kartikay Singh, Isha Kumar, Anil Kumar, Shashi Tiwari, Rajeev School of Computer Science & Engineering Iilm University Greater Noida India School of Computer Science University of Petroleum and Energy Studies Dehradun India Prsd Iirs Isro Dehradun India

ISBN: (纸本)9798350318159

the rapid advancement in Deep Learning models which were originally designed for computer vision has unlocked a multitude of opportunities for addressing complex visual problems. Originally, these models were designed to tackle problems such as computer vision or image processing but now-a-days, it has opened new horizons in the domains of remote sensing and geoinformatics. this research aims to present a comprehensive comparison of semantic segmentation outcomes generated by multiple deep learning models. the comparative analysis between FPN, UNET, and DeepLabv3+ on the L band Uninhabited Ariel Vehicle Synthetic Aperture Radar (UAVSAR) dataset of the Houston region in the Texas, USA show that the DeepLabv3+ outperforms the FPN and UNET models with Xception as a backbone. the overall accuracy of FPN, UNET and DeepLabv3+ is 84.62%, 86.52%, and 87.78% respectively. © 2023 IEEE.

关键词： Synthetic aperture radar

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Enabling Serverless Sky Computing 11

Enabling Serverless Sky Computing

引用

11th IEEE international conference on Cloud Engineering (IC2E)

作者： Cordingly, Robert Lloyd, Wes Univ Washington Sch Engn & Technol Tacoma WA 98402 USA

ISBN: (纸本)9798350343946

the Sky Computing vision represents a unified multi-cloud environment where applications can be deployed to utilize resources from different cloud regions, resource configurations, and cloud providers. Serverless computing platforms have recently emerged, offering automatic elastic scaling, high performance, and reduced costs but often utilize proprietary deployment tools and services locking users into platform-specific services. this research aims to apply Sky Computing to serverless computing platforms offered by major cloud providers such as Amazon Web Services, Google Cloud, Azure, and more. this research will build a serverless sky architecture to enable the aggregation of serverless resources to achieve service-level objectives such as low hosting costs, high performance, fault tolerance, high throughput, and low carbon footprint. the research will focus on evaluating the performance implications of serverless aggregation (thrust-1), design and evaluation of Sky Computing architectures and aggregation strategies (thrust-2), and finally autonomous resource aggregation for intelligent self-management of applications deployed to the sky (thrust-3).

关键词： computer architecture Costs Ecosystems Fault tolerance Fault tolerant systems Serverless computing Web services

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3D Virtual Reality Application with design Approach for Introduction of Istano Basa Pagaruyung Tourist Attractions 23

3D Virtual Reality Application with Design Approach for Intr...

引用

11th international conference on computer and Communications Management, ICCCM 2023

作者： Adrian, Qadhli Jafar Hidayat, Robby Rahmat Pasha, Donaya Maharini, Anggita Septia Lubis, Muharman Lubis, Arif Ridho Department of Information System Universitas Teknokrat Indonesia Indonesia Department of Information Technology Universitas Teknokrat Indonesia Indonesia Department of Computer Engineering and Informatics Politeknik Negeri Medan Indonesia

ISBN: (纸本)9798400707735

this research is about the development of proper media for the tourist attraction, which in this case related to the Istano Basa Pagaruyung in order to increase the engagement during Covid-19 pandemic, which is the Android-based. It aims to produce interactivity and innovation product service by using Virtual Reality (VR) technology through design approach method as cognitive and practical process. For the purpose of testing, there are three aspects that were evaluated namely the functional conformity, the usability and the portability. In the first aspect, the results indicated almost 100% successful presentation, while the usability aspect provide the presentation value of 86.7% and the last aspects show zero errors result. thus, it can conclude that the application can be one alternative solution to promote tourist attraction in the midst of the Covid-19 pandemic in term of marketing or learning mechanism. It also presents the useful practice on the utilization of design approach that can be aligned with multimedia development life cycle (MDLC) to have non-linear and iterative process in order to redefine the problem for designing the alternative solution © 2023 ACM.

关键词： Virtual reality

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TEdit: A Distributed Tetrahedral Mesh Editor with Immediate Simulation Feedback 11

TEdit: A Distributed Tetrahedral Mesh Editor with Immediate ...

引用

11th international conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH)

作者： Stroeter, D. Krispel, U. Mueller-Roemer, J. Fellner, D. Tech Univ Darmstadt Interact Graph Syst Grp Darmstadt Germany Fraunhofer Austria Res GmbH Vienna Austria Graz Univ Technol Inst Comp Graph & Knowledge Visualizat Graz Austria Fraunhofer IGD Darmstadt Germany

ISBN: (纸本)9789897585289

the cycle of computer aided design and verification via physics simulation is often burdened by the use of separate tools for modeling and simulation, which requires conversion between formats, e.g. meshing for finite element simulation. this separation is often unavoidable because the tools contain specific domain knowledge which is mandatory for the task, for example a specific CAD modeling suite. We propose a distributed application that allows interactive modification of tetrahedral meshes, derived from existing CAD models. It provides immediate simulation feedback by offloading resource-intensive tasks onto multiple machines thereby enabling fast design cycles for individualized versions of mass-produced parts.

关键词： computer aided design Simulation Environments Client Server Architectures Massively Parallel and High-performance Simulations

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11th international conference on design, User Experience, and Usability (DUXU) Held as Part of the 24th international conference on Human-computer Interaction (HCII)

作者： Emmanuel, Guy-Serge Polito, Francesca Iowa State Univ Ames IA 50011 USA

ISBN: (纸本)9783031059063;9783031059056

In theworld of User Experience (UX), personas are tools that represent what designers learn during research into potential customers and a population that might use a product, website, service, or represent a brand. they also serve to help designers and engineering teams focus on user values, as well as understand possible user constraints and limitations [1]. this study asks the question "how related are designers to the personas they create?" UX designers create for an ever-changing world and increasingly diverse audiences. It is important to ensure that their personas reflect evolving consumer base demographics. Our hypothesis grew out of studies discussing implications of innate human stereotyping behavior on the creation of personas [2]. However, to our knowledge, no previous studies directly examined how related UX design practitioners and the personas they create are. Turner and Turner [2] suggest, in their article "Is stereotyping inevitable when designing with personas?", that we tend to display our biases in the form of stereotypes. Without examining these biases, designers may fail to create representative personas that demonstrate empathy for the user's specific needs, values, and constraints, instead creating products around their own needs and vision [3]. Analyzing the data, we found most UX designers created personas that were closely related to themselves, with very little deviation from this norm. the sole exception was Black designers, who tended to produce a wider array of more diverse personas.

关键词： HCI UX design Personas Bias Stereotypes

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DRL-Based Secure Beamforming for Hybrid-RIS aided Satellite Downlink Communications 11

DRL-Based Secure Beamforming for Hybrid-RIS Aided Satellite ...

引用

11th IEEE international conference on Communication, Networks and Satellite, COMNETSAT 2022

作者： Ngo, Quynh T. Phan, Khoa T. Mahmood, Abdun Xiang, Wei La Trobe University Computer Science and Information Technology Dept. Melbourne Australia

ISBN: (纸本)9781665460309

In this paper, a secure multiuser MISO satellite downlink communication system is considered with the assist of a hybrid reconfigurable intelligent surface (RIS). A robust satellite and RIS beamforming joint design is formulated to maximize the overall system secrecy rate. the RIS active and passive elements are optimized considering practical models of the outdated channel state information and power consumption. Deep reinforcement learning is leveraged to solve the highly dynamic and multidimensional beamforming design problem. Simulation results confirm the beamforming design effectiveness and the performance gains when exploiting hybrid-RIS over conventional passive RIS. © 2022 IEEE.

关键词： Reinforcement learning

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AUTOTRANSFER: AUTOML WIth KNOWLEDGE TRANSFER - AN APPLICATION TO GRAPH NEURAL NETWORKS 11

AUTOTRANSFER: AUTOML WITH KNOWLEDGE TRANSFER - AN APPLICATIO...

引用

11th international conference on Learning Representations, ICLR 2023

作者： Cao, Kaidi You, Jiaxuan Liu, Jiaju Leskovec, Jure Department of Computer Science Stanford University United States

AutoML has demonstrated remarkable success in finding an effective neural architecture for a given machine learning task defined by a specific dataset and an evaluation metric. However, most present AutoML techniques consider each task independently from scratch, which requires exploring many architectures, leading to high computational costs. Here we propose AUTOTRANSFER, an AutoML solution that improves search efficiency by transferring the prior architectural design knowledge to the novel task of interest. Our key innovation includes a task-model bank that captures the model performance over a diverse set of GNN architectures and tasks, and a computationally efficient task embedding that can accurately measure the similarity among different tasks. Based on the task-model bank and the task embeddings, we estimate the design priors of desirable models of the novel task, by aggregating a similarity-weighted sum of the top-K design distributions on tasks that are similar to the task of interest. the computed design priors can be used with any AutoML search algorithm. We evaluate AUTOTRANSFER on six datasets in the graph machine learning domain. Experiments demonstrate that (i) our proposed task embedding can be computed efficiently, and that tasks with similar embeddings have similar best-performing architectures;(ii) AUTOTRANSFER significantly improves search efficiency with the transferred design priors, reducing the number of explored architectures by an order of magnitude. Finally, we release GNN-BANK-101, a large-scale dataset of detailed GNN training information of 120,000 task-model combinations to facilitate and inspire future research. © 2023 11th international conference on Learning Representations, ICLR 2023. All rights reserved.

关键词： Embeddings

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A Blockchain-Based Searchable Encryption Scheme for Efficient Data Sharing 11

A Blockchain-Based Searchable Encryption Scheme for Efficien...

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11th international conference on Advanced Cloud and Big Data, CBD 2023

作者： Ge, Shusheng Xiong, Shuming Chen, Pengchao Xie, Qingqing Jiangsu University College of Computer Science and Communication Engineering Zhenjiang China

ISBN: (纸本)9798350345346

Data sharing is being paid more and more attention with networked data growing. However, the existing solutions suffer from low search efficiency when there is a large amount of data. Furthermore, the shared data may also be accessed by other people without authorization, causing security threats of privacy leakage. To solve these problems, we propose a blockchain-based efficient data sharing scheme with searchable encryption called BEDShare. In our scheme, encrypted shared data are stored in the Interplanetary File System (IPFS), and the corresponding indexes are stored in a consortium chain possessed by data users. Based on the discrete logarithm problem, we design an access authorization protocol, making it available to query the relevant data by generating the search trapdoor. We also optimize the searchable encryption for the problem of low search efficiency that occurs when the number of indexes is large to improve the efficiency of the scheme. In addition, we present an authorization protocol without a trusted authority. With the authorization operation, the data owner can decide who is allowed to access the shared data. thus, BEDShare is privacy-protected and fully decentralized. Finally, we implement a prototype of the construction scheme, and the simulation results shows that the efficiency and practicability of the proposed scheme are encouraging. © 2023 IEEE.

关键词： Blockchain

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Classification Graph to the Internet of Health things Applications 11

Classification Graph to the Internet of Health Things Applic...

引用

11th IEEE international conference on Healthcare Informatics, ICHI 2023

作者： Costa, Evilasio Andrade, Rossana Maria De Castro Rocha, Leonardo Sampaio Federal University of Ceará Computer Science CE Fortaleza Brazil Federal University of Ceará Computer Department CE Fortaleza Brazil State University of Ceará Computer Department CE Fortaleza Brazil

ISBN: (纸本)9798350302639

the Internet of things (IoT) can be understood as a network of smart devices connected to the Internet that collect and share data. the Internet of Health things (IoHT) is an area of research that has been gaining a lot of prominences and includes the use of IoT solutions aimed at monitoring healthcare and improving the health of users of these solutions. the development of IoHT solutions involves several challenges, including the interoperability between different smart devices and different sets of sensors, the difficulties of initial design decisions about which technology to use for the solution, and the development cost for the smart devices, which includes not only the financial cost but also the processing and energetic cost that are important to be considered, since the hardware limitations of these smart devices can impede the execution of some applications. the reuse of software artifacts can help reduce costs and other challenges. In this sense, this work proposes the modeling and implementation of a classification graph that relates different sensors, features, classification algorithms, and health states (or situations), providing a reusable software artifact that can help both the requirements elicitation and design stages. Also, the classification graph can be used as a knowledge base for implementing data analysis modules and predicting health states. We evaluated the proposal through a proof of concept, in which we implemented a classification graph based on the proposed model in a web server, using two different datasets, with data from accelerometer and gyroscope sensors and 30 actions (or final states). the developed system also implements three classification algorithms: an artificial neural network, a decision tree, and a random forest. Moreover, we developed a Web API to execute requests for both the creation and update of the classification graph and the request to download the optimized graph and the trained models by the classification algo

关键词： Classification (of information)

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Impact of Centralized and Distributed Control Structures on the Harmonic Stability of Modular Multilevel Converter Based on DQ Reference Frame Impedance Assessment 11

Impact of Centralized and Distributed Control Structures on ...

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11th international conference on Power Electronics - ECCE Asia, ICPE 2023-ECCE Asia

作者： Isik, Semih Bhattacharya, Subhashish Freedm System Center North Carolina State University Department of Electrical and Computer Engineering RaleighNC27606 United States

ISBN: (纸本)9788957083505

the Modular Multilevel Converter (MMC) is one of the suitable converter topologies for medium to high-voltage industry applications. Despite the inherent modularity and redundant structure of the MMC topology, most MMC controllers are designed based on a centralized controller structure. Even though a centralized controller inherently limits the hardware flexibility of an MMC, it is relatively faster than distributed control algorithms due to less communication and control delays. Both control structures have pros and cons, but the design of the controller may cause instability at specific frequencies when interfaced with an AC or DC grid due to control gains, delays etc. this paper investigates the effects of the control delays of the distributed controller on system stability and compares it with the centralized controller. An MMC and its controller are modeled in a Hardware-in-Loop environment with the Real Time Digital Simulator to analyze potential DC resonant frequencies in the dq reference frame. Passivity theory isapplied to the extracted frequency response to predict possible passive and non-passive regions based on control structures. © 2023 the Korean Institute of Power Electronics.

关键词： Controllers

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