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检索条件"任意字段=IEEE Information Visualization Conference/IEEE Visualization Conference"

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Discrimination of early HCC using single cell nucleus image and visualization of feature distribution in whole slide images

Discrimination of early HCC using single cell nucleus image ...

引用

45th Annual International conference of the ieee-Engineering-in-Medicine-and-Biology-Society (EMBC)

作者： Hatanaka, Suguru Takahashi, Masanobu Nakano, Masayuki Shibaura Inst Technol Grad Sch Engn & Sci 307 FukasakuMinuma Ku Saitama Saitama 3378570 Japan Yokohama City Univ 3-9 FukuuraKanazawa Ku Yokohama Kanagawa 2360004 Japan

ISBN: (纸本)9798350324471

Among hepatocellular carcinoma (HCC), early HCC such as well-differentiated hepatocellular carcinoma is more difficult to distinguish from non-cancer than other cancers. In particular, very well-differentiated hepatocellular carcinoma is even more difficult to distinguish, and it is difficult for pathologists to distinguish between cancer and non-cancer from a single nucleus image. If a function to distinguish cancer with a single cell nucleus image is realized, it may be possible to find new features related to nuclei that are useful for differentiating early HCC. The function will also be very helpful in needle biopsy where the area that can be observed is limited. In this study, we investigated the potential to discriminate cancer/non-cancer from an image of a single hepatocyte nucleus using CNN. The results indicated that discrimination was achievable with a correct rate of around 70%. The probability of cancer/non-cancer was visualized on WSI. The visualization results indicated a difference between cancerous and non-cancerous areas in 71% of the cases, which will help pathologists distinguish region of interest. Grouping sections with similar features also proved useful in improving accuracy and visualization results.

关键词： visualization

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Sustainable Procurement Analysis and visualization of Procurement Orders from Various Provinces

Sustainable Procurement Analysis and Visualization of Procur...

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2024 International conference Optoelectronic information and Optical Engineering, OIOE 2024

作者： Cao, Lili Tao, Hongjie Wang, Nana Zheng, Juaner Geng, Jie Institute of Standardization Theory and Strategy China National Institute of Standardization Beijing China China Research Institute of Regulation and Public Policy Zhejiang University of Finance & Economics Hangzhou China Institute of Service Standardization China National Institute of Standardization Beijing China

ISBN: (数字)9781510688209

ISBN: (纸本)9781510688193

Procurement is an important link in the supply chain. Sustainable procurement has emerged as a crucial strategy to address environmental and social challenges while promoting responsible sourcing and procurement practices. This study analyzes purchase order data from representative provinces in seven regions of China and evaluates and ranks them using the concept of sustainable procurement. This paper uses natural language processing and visualization techniques to recognize and classify texts, and visually display them on maps. This has reference significance for analyzing supply chain management data in the future. © 2025 SPIE.

关键词： Sustainability visualization Printing Standards development Analytical research Statistical analysis Classification systems Data visualization

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Flying in XR: Bridging Desktop Applications in eXtended Reality through Deep Learning

Flying in XR: Bridging Desktop Applications in eXtended Real...

引用

ieee conference on Virtual Reality and 3D User Interfaces (VR)

作者： Stacchio, Lorenzo Di Maria, Giuseppe Marfia, Gustavo Univ Bologna Dept Life Qual Studies Bologna Italy Univ Bologna Dept Legal Studies Bologna Italy Univ Bologna Dept Arts Bologna Italy

ISBN: (纸本)9798350374490;9798350374506

The expanding realm of eXtended Reality (XR) has witnessed a surge in 3D experiences across diverse domains, undergoing significant transformations to define novel experiences. However, such experiences are often built from scratch, as there is a lack of tools that support augmenting existing non-immersive interfaces, like Desktop games and simulators, directly into XR. Such shortage is particularly exacerbated in the case of Mixed Reality (MR). Motivated by this, we present a novel middleware, Flying In XR (FIXR), leveraging Deep Learning to visualize and interact with desktop application views into XR. To demonstrate the flexibility of such an approach, we applied FIXR to a commercial Desktop flight simulator, supporting an MR experience. It is worth noticing that FIXR could be adapted to communicate with any desktop software with a camera that moves along the depth axis, opening new paths to enable user experiences in XR for a wide spectrum of applications.

关键词： Human-centered computing visualization visualization techniques Treemaps

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Text-Guided Object Detector for Multi-modal Video Question Answering 23

Text-Guided Object Detector for Multi-modal Video Question A...

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23rd ieee/CVF Winter conference on Applications of Computer Vision (WACV)

作者： Shen, Ruoyue Inoue, Nakamasa Shinoda, Koichi Tokyo Inst Technol Tokyo Japan

ISBN: (纸本)9781665493468

Video Question Answering (Video QA) is a task to answer a text-format question based on the understanding of linguistic semantics, visual information, and also linguisticvisual alignment in the video. In Video QA, an object detector pre-trained with large-scale datasets, such as Faster R-CNN, has been widely used to extract visual representations from video frames. However, it is not always able to precisely detect the objects needed to answer the question because of the domain gaps between the datasets for training the object detector and those for Video QA. In this paper, we propose a text-guided object detector (TGOD), which takes text question-answer pairs and video frames as inputs, detects the objects relevant to the given text, and thus provides intuitive visualization and interpretable results. Our experiments using the STAGE framework on the TVQA+ dataset show the effectiveness of our proposed detector. It achieves a 2.02 points improvement in accuracy of QA, 12.13 points improvement in object detection (mAP50), 1.1 points improvement in temporal location, and 2.52 points improvement in ASA over the STAGE original detector.

关键词： Training Measurement visualization Annotations Semantics Detectors Object detection

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A FPGA-based Learning Accelerator for Self-Organizing Map and Its Application to Trend-visualization

A FPGA-based Learning Accelerator for Self-Organizing Map an...

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2024 ieee International conference on Consumer Electronics, ICCE 2024

作者： Yamagiwa, Yusuke Kanazawa, Kenji Yasunaga, Moritoshi University of Tsukuba Degree Programs in Systems and Information Engineering Tsukuba Japan University of Tsukuba Institute of Systems and Information and Engineering Tsukuba Japan

ISBN: (纸本)9798350324136

Self-Organizing Map (SOM) is one of the neural networks employed, particularly in data mining and related fields. Like Deep Learning, SOM requires iterative calculations of a vast number of high-dimensional vectors. Consequently, dedicated hardware is essential for accelerating SOM computations. We propose a dedicated SOM accelerator utilizing FPGA. In this accelerator, all reference vectors of SOM neurons are implemented in the internal memory (UltraRAM) embedded in the FPGA, and those vectors are calculated in parallel based on the internal parallelism within SOM. Furthermore, we propose a SOM application that visualizes similarities among trends in vast numbers of tweets in X (Twitter), which requires on-line learning that keeps up the rapid changes of tweets. The proposed accelerator is applied to this application, demonstrating approximately 5 times faster performance compared to an Intel Core i7 (multithreaded) processor. © 2024 ieee.

关键词： data mining fpga self-organizing map twitter visualization x

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MaugVLink: Augmenting Mathematical Formulas with Visual Links 17

MaugVLink: Augmenting Mathematical Formulas with Visual Link...

引用

17th ieee Pacific visualization conference, PacificVis 2024

作者： Lee, Min-Jui Chen, Bing-Yu National Taiwan University Taiwan

ISBN: (纸本)9798350393804

While mathematical formulas are widely applied across various fields, the abundance of information they contain poses challenges for comprehension. Understanding the meanings of individual symbols in formulas is a significant obstacle for readers. They have to shift their attention between formulas and their accompanying descriptions frequently. Colorizing the symbol and its corresponding definitions in the same color can build visual links to guide the readers' attention and reduce the cognitive load, which is one of the most pervasive designs that can enhance the readability of formulas. However, the colorization process is tedious and time-consuming since the authors must manually locate these symbols and definitions and change their colors one by one. Therefore, we propose MaugVLink, a prototype of LATEX-based and AI-assisted authoring tool, to expedite these processes. With easy-to-use symbol selection UI design and human-AI collaboration mechanism, the author can rapidly build the visual links to augment the formulas. We also conduct a preliminary two-part user study with eight participants to evaluate the effectiveness and usefulness of MaugVLink. © 2024 ieee.

关键词： visualization

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OrderBookVis: A visualization Approach for Comparing Order Books from Centralized Crypto Exchanges 5

OrderBookVis: A Visualization Approach for Comparing Order B...

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5th ieee International conference on Blockchain and Cryptocurrency (ICBC)

作者： Jobst, Adrian Atzberger, Daniel Henker, Robert Scheibel, Willy Doellner, Juergen Univ Potsdam Digital Engn Fac Hasso Plattner Inst Potsdam Germany XU Exponential Univ Potsdam Germany

ISBN: (纸本)9798350310191

Trading for a currency pair on centralized crypto exchanges is organized via an order book, which collects all open buy and sell orders at any given time and thus forms the basis for price formation. Usually, the exchanges provide basic visualizations, which show the accumulated buy and sell volume in an animated 2D representation. However, this visualization does not allow the user to compare different order books, e.g., several order book snapshots. In this work, we present OrderBookVis, a 2.5D representation that shows a discrete set of order books comparatively. For this purpose, the individual snapshots are displayed as a 2D representation as usual and placed one after the other on a 2D reference plane. As possible use cases, we discuss the analysis of the temporal evolution of the order book for a fixed market and the comparison of different order books across multiple markets.

关键词： 2.5D visualization Centralized Exchanges Order Book

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Ten years of Immersive VR Installations - Past, Present, and Future

Ten years of Immersive VR Installations - Past, Present, and...

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

作者： Mayer, Elisabeth Hernandez, Ruben Jesus Garcia Kolb, Daniel Dreer, Jutta Mueller, Simone Odaker, Thomas Kranzlmueller, Dieter Leibniz Supercomp Ctr Munich Germany Ludwig Maximilians Univ Munchen Munich Germany

ISBN: (纸本)9798350348392

Virtual Reality (VR) has found application in many fields including art history, education, research, and smart industry. Immersive 3D screens, large-scale displays, and CAVE systems are time-tested VR installations in research and scientific visualization. In this paper, we present learnings and insights from ten years of operating and maintaining a visualization center with large-scale immersive displays and installations. Our report focuses on the installations themselves as well as the various developments of the center over time. In addition, we discuss the advantages, challenges, and future development of a location-based VR center.

关键词： Virtual Reality Large-scale Displays Scientific visualization visualization Center Stereoscopic 3D CAVE Powerwall

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An information Model for Modernizing Brownfield Plants in the Process Industry 21

An Information Model for Modernizing Brownfield Plants in th...

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ieee 21st International conference on Industrial Informatics (INDIN)

作者： Pantfoerder, Dorothea Vogel-Heuser, Birgit Alterbaum, Joseph Rudolph, Linda Ocker, Felix Tech Univ Munich TUM Sch Engn & Design Inst Automat & Informat Syst Garching Germany MDSI Munich Germany MIRMI Munich Germany Tech Univ Munich TUM Sch Computat Informat & Technol Garching Germany

ISBN: (纸本)9781665493130

The concept of data-centered companies is of rapidly increasing interest within the process industry due to applications like data analysis, plant optimization and visualization. However, chemical companies face high barriers regarding the wide variety and heterogeneity of data along the brownfield plant lifecycle caused by the long history of tool-focused enterprises. This paper proposes an information Model architecture for the process industry and an approach to overcome the hurdles associated with brownfield plants and information mapping.

关键词： brownfield information model heterogeneous data lifecycle process plant

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Python-based Remote Server Data Collection Program for VASP 4

Python-based Remote Server Data Collection Program for VASP

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4th ieee International conference on Electronic Technology, Communication and information, ICETCI 2024

作者： Huo, Shengjun Hou, Meiling Xiong, Zhiwei Hebei Normal University College of Engineering Shijiazhuang050024 China Hebei Provincial Key Laboratory of Information Fusion and Intelligent Control Shijiazhuang050024 China

ISBN: (纸本)9798350361643

In today's data-driven world, the ability to collect and analyze data from remote servers has become an essential task for various industries. With the exponential growth of data, organizations require efficient and reliable methods to extract and process data from remote locations. This program design and development aims to address this need by leveraging the Python language and the Paramiko and Openpyxl libraries. The program's functional design consists of two primary modules: remote server interaction and Excel workbook generation. It features seven key function points, including logging in to the remote server, browsing the file system, searching for specific files, saving data, displaying reminder messages, forming predefined designs, and filling in information data. By utilizing this program, users can efficiently collect specific energy values from remote servers and organize them into Excel workbooks, facilitating data analysis and visualization. The program's ability to ensure data accuracy by checking for changes in the last half minute further enhances its reliability. Overall, this program provides a robust solution for data collection and analysis, making it an invaluable tool for organizations seeking to harness the power of remote data. © 2024 ieee.

关键词： Data visualization

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