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检索条件"任意字段=International Conference on Computer Graphics, Imaging and Visualization"

共 12035 条记录，以下是91-100 订阅

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A RECEPTIVE ENHANCED BASED MULTI-SCALE FEATURE FUSION NETWORK 18

A RECEPTIVE ENHANCED BASED MULTI-SCALE FEATURE FUSION NETWOR...

引用

18th international conference on Interfaces and Human computer Interaction 2024, IHCI 2024, the 17th international conference on Game and Entertainment Technologies 2024, GET 2024 and the 18th international conference on computer graphics, visualization, computer Vision and Image Processing 2024, CGVCVIP 2024, Part of the 18th Multi conference on computer Science and Information Systems 2024, MCCSIS 2024

作者： Mao, Guojun Zhang, Xinchao Fujian Provincial Key Lab of Big Data Mining and Applications Fujian University of Technology Fuzhou350118 China School of Computer Science and Mathematics Fujian University of Technology Fuzhou350118 China

ISBN: (纸本)9789898704580

Camouflaged Object Detection (COD) aims to identify target objects with high similarity to the surrounding environment in complex scenes, and has high application value in military, medical and other fields. This paper proposes a Receptive enhanced based Multi-scale feature fusion network, termed as RMNet. Firstly, it uses the popular pyramid visual network PVTv2 for feature extraction. By overlaying the target area amplification module OAA and deep interaction guidance module DIDM on it, the position ability for camouflaged objects in complex scenes is improved;Secondly, design an enhanced receptive field module REM to enhance the edge perception ability of camouflaged objects;Finally, the feature fusion module MCFM are designed through cross scale hierarchical connections between adjacent levels, effectively improving the accuracy of camouflage object detection. The presented model is evaluated on three highly challenging benchmark datasets, including CAMO, CHAMELEON and COD10K. The evaluation results show that compared with the current popular methods, our method demonstrates superior performance. © 2024 Interfaces and Human computer Interaction. All Rights Reserved.

关键词： Feature extraction

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Giving Shape to Words: Visual Knowledge Discovery for Textual Contents in Legal Scenarios 27

Giving Shape to Words: Visual Knowledge Discovery for Textua...

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27th international conference on Information Visualisation (IV) / 19th international conference computer graphics, imaging and visualization (CGiV)

作者： Lettieri, Nicola Guarino, Alfonso Malandrino, Delfina Zaccagnino, Rocco Del Piano, Salvatore Natl Inst Publ Policy Anal I-00198 Rome Italy Univ Sannio Dept Law Econ Management & Quantitat Methods I-82100 Benevento BN Italy Univ Salerno Comp Sci Dept I-84084 Fisciano SA Italy

ISBN: (纸本)9798350341614

Visual Knowledge Discovery (VKD), the emerging research field exploring the integration between Artificial Intelligence and Visual Analytics is impacting a growing number of contexts. This paper dwells on the potential intersections between the VKD perspective and the legal world, a scenario for many reasons drawn by the idea of combining empirical insights offered by computation with intuitive, visually-enhanced forms of data mining. We will focus on criminal justice, taking the cue from an ongoing experimental research project that investigates novel applications of computational social science methods - complex network analysis - to analyze criminal organizations for both scientific and investigative purposes. The work will describe the VKD solutions devised to allow public prosecutors to visually browse the content of phone calls and environmental tapping gathered during preliminary inquiries. We will discuss how given visualizations - graph-based visualizations in the first place - can enhance text mining techniques helping to capture in-a-glance communication flows, discussions' topics and both structural and functional features of criminal networks at hand.

关键词： visualization Text mining Crime analysis Legal data Visual Knowledge Discovery

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Designing Interactive Infographics for Traditional Culture: An Exploration of Interaction Patterns 13th

Designing Interactive Infographics for Traditional Culture: ...

引用

13th international conference on Design, User Experience and Usability (DUXU)

作者： Zhang, Ying Yu, DanDan Wang, LiMin Beijing City Univ Art & Design Acad Beijing Peoples R China

ISBN: (纸本)9783031613500;9783031613517

Information graphics, or infographics, combine elements of date visualization with design and have become an increasingly popular mean for disseminating information. In traditional media, the lack of interactivity in static infographics imposes limitations on information capacity, display space and user perspectives. When dealing with a large or complex amount of information, readability and comprehension can become challenging. However, due to the vast amount of information embedded in traditional cultures, it is challenging to fully showcase on a limited screen space. Therefore, adopting interactive infographics proves to be an effective method for inheriting and promoting traditional cultures. By employing various interactive modes, it presents the diversity and essence of cultures, allowing audiences to intuitively grasp historical and cultural information. This study, based on indepth interactive design methods, delineates eight types of infographics and potential interactive modes. Through concrete design practices and test evaluations, it empirically supports the exploration of interactive modes. The research aims to enhance user engagement, optimize information communication, and adapt to user needs and habits, thereby fostering a broader application of information graphics in cultural heritage.

关键词： Traditional culture Infographic Design Interactive Pattern Interaction Design Data visualization

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An Exploration of Generative Adversarial Networks for graphics and visualization 15

An Exploration of Generative Adversarial Networks for Graphi...

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15th international conference on Computing Communication and Networking Technologies, ICCCNT 2024

作者： Menon, Soumya V. Tamkhade, Jayashree Anandhasilambarasan, D. Singla, Abhishek Divya, K. Samrat, Bhavuk School of Sciences Chemistry and Biochemistry Karnataka Bangalore India Vishwakarma Institute of Technology Pune India Karpagam Academy of Higher Education Department of Computer Science Engineering Coimbatore641021 India Chitkara University Centre of Research Impact and Outcome Punjab Rajpura140417 India Prince Shri Venkateshwara Padmavathy Engineering College Department of Electronics and Communication Engineering Chennai127 India Chitkara University Chitkara Centre for Research and Development Himachal Pradesh 174103 India

ISBN: (纸本)9798350370249

Generative adverse Networks (GANs) are an effective magnificence of gadget getting-to-know fashions that have been efficiently utilized in a variety of programs, inclusive of picture technology, photograph-to-image translation, and text-to-picture synthesis. In this paper, we explore the capacity of GANs for graphics and visualization. We introduce a brand new GAN architecture for images and visualization that's primarily based on the Generative hostile Autoencoder (GAE) model. We discuss the benefits of the usage of GANs for pix and visualization and gift several experiments to illustrate the effectiveness of our method. We additionally talk about the challenges and possibilities for similar research on this location. Our consequences show that GANs may be used to generate graphics and visualizations and may be used to enhance the performance of existing snapshots and visualization algorithms. © 2024 IEEE.

关键词： Generative adversarial networks

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CogXR: An AI/XR Powered Graphic Tool Enhancing Human Rationality 26th

CogXR: An AI/XR Powered Graphic Tool Enhancing Human Rationa...

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26th international conference on Human-computer Interaction (HCII)

作者： Yan, Yiqi Zhang, Wenbo Harvard Univ Cambridge MA 02138 USA

ISBN: (纸本)9783031621093;9783031621109

CogXR is an AI-powered learning companion in academic and professional contexts designed to generate interactive visualized reasoning graphics to help people navigate the complexities of academic concepts easily. For the current prototyping phase, we are using the Quivr API as the fundamental LLM for input processing and Blender for content-based interactive graphics production and XR implementation. The core research phase to be present on the HCII 2024 international conference on Augmented Cognition is the use test of improvements in reading cognition with Cog-XR. The fundamental goal here is to validate the level of improvements in cognitive ease in the reading process with the assistance of AI-generated content-based graphics. We plan to conduct the test in academic reading contexts involving interactive sessions with the user groups. We will conduct a comparative user test with two sample groups. Each group will complete a short reading task, take a quiz based on a specific article, and participate in a brief user experience interview. One group will work with Cog-XR visualizations to aid their reading, while the other group will use text abstracts generated by currently trending chat-box PDF readers as assistance. The potential outcomes of the research phase will be the quantitative analysis of the improvement in cognitive ease of the reading process with assistance from AI-generated graphics. Such outcomes could potentially serve as validation for utilizing LLMs to produce visual and graphic interventions to improve human rationality and enhance cognitive ease in professional reading contexts.

关键词： AI & LLM Interactive visualization Cognitive Ease Human Rationality

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Understanding the Forest: A visualization Tool to Support Decision Tree Analysis 27

Understanding the Forest: A Visualization Tool to Support De...

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27th international conference on Information Visualisation (IV) / 19th international conference computer graphics, imaging and visualization (CGiV)

作者： Macas, Catarina Campos, Joao R. Lourenco, Nuno Univ Coimbra CISUC DEI Coimbra Portugal

ISBN: (纸本)9798350341614

Decision Trees (DTs) are one of the most widely used supervised Machine Learning algorithms. The algorithm constructs binary tree data structures that partition the data into smaller segments according to different rules. Hence, DTs can be used as a learning process of finding the optimal rules to separate and classify all items of a dataset. Since the algorithm relies on a decision process similar to rule-based decisions, they are easily interpretable. However, DTs can be difficult to analyse when dealing with large datasets and/or with multiple trees, i.e. ensembles. To ease the analysis and validation of these models, we developed a visual tool which includes a set of visualizations that overview and give details of a set of trees. Our tool aims to provide different perspectives over the same data and provide further insights on how decisions are being made. In this article, we overview our design process, present the different visualization models and their iterative validation. We present a use case in the telecommunications domain. In concrete, we use the visual tool to help understand how a model based on DTs decides which is the best channel (i.e., phonecall, e-mail, SMS) to contact a client.

关键词： Visual Analytics Random Forest Decision Tree

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The Information visualization Design Research on Turquoise Along the Silk Road 26th

The Information Visualization Design Research on Turquoise A...

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26th international conference on Human-computer Interaction (HCII)

作者： Mi, Xiaolei Guo, Bailu Li, Xiang Beijing City Univ Beijing Peoples R China

ISBN: (纸本)9783031619496;9783031619502

The aim of this study is to delve into the multi-dimensional nature of turquoise as a gemstone through visualization techniques, highlighting its unique geological attributes and cultural symbolism. We use advanced computer graphics and data visualization techniques to uniquely present the distribution of turquoise on Earth, its color variation, and its historical pathways. The Silk Road is a typical historical and cultural information, as an extremely important trade route in history, the significance of the Silk Road is not only in the route itself, it is more like a thread through the development history of human civilization. China's turquoise mines are mainly distributed in the Qinling Mountains, Qilian Mountains and Tianshan Mountains, connecting the mining areas and coincident with the Chinese section of the ancient Northwest Silk Road. The development of turquoise on the Han Silk Road is accurately conveyed through the interactive visual design scheme of information to accurately convey the knowledge context of the land Silk Road. It showcases the historical and cultural value of the Silk Road as a model of exchange, mutual learning and coexistence among civilizations in human history. From the perspective of interactive information visualization, it provides more intuitive information visualization for the development of turquoise, increases the artistry of the historical performance of the Silk Road in the Han Dynasty, and allows users to get a better visual experience.

关键词： Turquoise interactive information information visualization

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Center for Cyber-Physical Systems: Immersive visualization and Simulation Environment

Center for Cyber-Physical Systems: Immersive Visualization a...

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30th IEEE conference Virtual Reality and 3D User Interfaces (IEEE VR)

作者： Wischgoll, Thomas Wright State Univ Dayton OH 45435 USA

ISBN: (纸本)9798350348392

Immersive display systems in the form of head -mounted displays or full-size, walkable display systems can provide a very intuitive environment for a multitude of applications. Such applications include exploration. simulation for training, experimental studies to learn about people's behavior, and many more. Similarly, largescale high -resolution display systems can also he very effective in data exploration and visualization. These systems can also be fully immersive. This paper describes the infrastructure available at Wright State University with its advantages and disadvantages and discusses sonic of its use cases as well as its setup and administration.

关键词： Computing methodologies computer graphics graphics systems and interfaces Virtual reality Computing methodologies computer graphics graphics systems and interfaces Mixed/augmented reality

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Workload Evaluation to Create Data visualization using ChatGPT 27

Workload Evaluation to Create Data Visualization using ChatG...

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27th international conference on Information Visualisation (IV) / 19th international conference computer graphics, imaging and visualization (CGiV)

作者： Monteiro, Walbert Cunha dos Santos, Diego Hortencio Soares de Sousa, Thiago Augusto Queiroz, Vinicius Favacho Oliveira de Araujo, Tiago Davi Meiguins, Bianchi Serique Fed Univ Para Comp Sci Grad Program Belem Para Brazil Univ Aveiro DETI IEETA Aveiro Portugal

ISBN: (纸本)9798350341614

The value of good data visualization has already been shown in several scenarios. Still, it is not always easy to obtain it, as it depends on factors such as the dataset, the amount of data, task types, the user profile, the type of interaction, etc. To mitigate the challenges addressed, automated or semi-automated systems have been proposed, emphasizing rule-based/heuristic approaches and machine-learning models. However, many of these applications require specialized knowledge and present results (data visualizations) that are not flexible for customization. Papers have highlighted the ease of tools like ChatGPT in creating various tasks, including creating data charts. This facility, in addition to the intelligent computational model involved, is also due to the expressiveness used in the requests to execute the tasks by the users since these tools use Natural Language Interfaces. Despite adopting these tools overgrowing in different scenarios of society, studies on the best way to use them, integrate them into existing processes, or evaluative studies on their effectiveness or efficiency are still incipient. Thus, this paper will evaluate the workload for creating data visualization using ChatGPT 3.5. For assessment, the NASA Task Load Index (Nasa TLX) methodology was applied, and users with experience creating data visualization created two proposed scenarios. The preliminary results showed high temporal and mental demand, mainly due to the vocabulary used and the completeness of the user instructions. The average time to create and perform InfoVis tasks in two proposed evaluation scenarios was 33 and 44 minutes, and 14 queries were applied on average for both scenarios. The direct consequence was that the users have redone the requests and improved the instructions at each new iteration, and all users completed the proposed tasks.

关键词： Information visualization ChatGPT Interface Natural Language Nasa-TLX

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Research on computer graphics and Image Design and Visual Communication Design 4

Research on Computer Graphics and Image Design and Visual Co...

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4th international conference for Emerging Technology, INCET 2023

作者： Xu, Lamei Yu, Yawei Nanjing Normal University Nanjing210023 China Yunnan Normal University Kunming650504 China

ISBN: (纸本)9798350335750

The study of computer graphics, image design and visual communication design is the study of the visual appearance of objects, images or scenes. It relates to various techniques for creating these appearances. These technologies include: computer Aided Design (CAD) system;computer aided manufacturing;And computer aided visualization (CAV). The goal is to develop new ways to visually create, manipulate, represent, and convey information. Research in this field focuses on creating images for various purposes, such as graphical user interface (GUI), computer games, advertisements, product packaging or posters. © 2023 IEEE.

关键词： visualization

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