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检索条件"机构=Doctoral Program in Computing and Information Sciences and Engineering"

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A Player Position Tracking Method Based on a Wide-Area Pan-Tilt-Zoom Video 12

A Player Position Tracking Method Based on a Wide-Area Pan-T...

引用

Proceedings of the 12th International Conference on Sport sciences Research and Technology Support, icSPORTS 2024

作者： Yamagishi, Shunzo Xie, Chun Shishido, Hidehiko Kitahara, Itaru Master's and Doctoral Program in Intelligent Mechanical Interaction Systems University of Tsukuba Ibaraki Japan Center for Computational Sciences University of Tsukuba Ibaraki Japan Faculty of Science and Engineering Department of Information Systems Engineering Soka University Tokyo Japan

ISBN: (纸本)9789897587191

This paper proposes a method to estimate the posture of an athlete moving on a vast field in a sporting event using a pan-tilt-zoom camera. In order to estimate the posture of an athlete on a sports field from a dynamic video sequence, our method extracts image features to search correspondence points among successive frames and computes the homography transformation matrix that compensates for changes the camera parameters (e.g., angle of view and posture). The effectiveness of this method is qualitatively verified using MLB TV broadcast video. The accuracy and error factors are also quantitatively verified by CG simulation. Copyright © 2024 by SCITEPRESS - Science and Technology Publications, Lda.

关键词： Pan-Tilt-Zoom Camera Player Tracking Sports Analytics Video Processing Wide-Area

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Comprehensive Evaluation of the Lakeside Café Point of Sale (POS) Application: A Synergistic Analysis Using SUS and EUCS Models 25

Comprehensive Evaluation of the Lakeside Café Point of Sale...

引用

25th International Seminar on Intelligent Technology and Its Applications, ISITIA 2024

作者： Wibowo, Jonathan Arya Yasirandi, Rahmat Utomo, Rio Guntur Pratama Anom, Rahmat Indra Telkom University School of Industrial Engineering Bandung Indonesia King Mongkut's Institute of Technology Ladkrabang Faculty of Information Technology Bangkok Thailand Telkom University School of Computing Bandung Indonesia Trisakti Institute of Tourism Doctoral Program of Tourism Jakarta Indonesia

ISBN: (纸本)9798350378573

Lakeside Café, located in the Telkom University, processes approximately 80-100 drink transactions daily. Having used their current point-of-sale (POS) application for over a year, an urgent evaluation of its performance and user satisfaction is necessary to ensure ongoing efficiency. This study employs the System Usability Scale (SUS) model and the Extended Unified Theory of Acceptance and Use of Technology (EUCS) model. This combined approach enhances the understanding of the application's strengths and identifies areas for improvement, forming a solid foundation for evaluating user satisfaction. The study reveals notable usability of the Lakeside Café POS application, evidenced by an SUS score of 78.8, ranking it as "ACCEPTABLE"and "GOOD."The EUCS model analysis further highlights potential enhancements, with the Content and Functionality dimensions scoring 3.5 and 3.65, respectively, indicating room for workflow process development. These findings emphasize the need for improved content delivery and strengthened application functionality to boost user satisfaction and maximize system performance. This research enriches the dialogue on technological acceptance, providing valuable insights for developers and stakeholders focused on advancing POS applications. The use of SUS and EUCS models offers a comprehensive evaluation method, fostering continuous advancements and innovations in digital solutions within the food and beverage sector. © 2024 IEEE.

关键词： Sales

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TAST-Trademark Application Assistant

TAST-Trademark Application Assistant

引用

IEEE International Conference on Image Processing

作者： P.W.H. Kwan K. Toraichi K. Kameyama F. Kawazoe K. Nakamura Doctoral Program Graduate School of Engineering University of Tsukuba Japan Institute of Information Sciences and Electronics University of Tsukuba Japan Doctoral Program Graduate School of Systems and Information Engineering University of Tsukuba Japan

In this paper, a Trademark Application Assistant (TAST) that aims to speed up the process of a successful trademark application is proposed. The core of TAST is a similarity-based image retrieval system that makes use of relaxation matching on extracted contour segments. A novelty of this research lies in the processing architecture introduced for adapting the highly effective but computation expensive relaxation matching algorithm to real-time image retrieval. Preliminary results illustrating the quality of matching and the scalability of the processing architecture in terms of response time are included. The proposed architecture is not limited to using relaxation matching based servers, but is also applicable to other types of matching server as well.

关键词： Trademarks Image retrieval Computer architecture Scalability Delay Character recognition Image databases Hardware Gray-scale Systems engineering and theory

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Advanced semisoft handoff method of cellular IP access networks

Advanced semisoft handoff method of cellular IP access netwo...

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International Conference on Advanced information Networking and Applications (AINA)

作者： Joungwoong Lee S. Kimura Y. Ebihara Doctoral Program in Systems and Information Engineering University of Tsukuba Japan Institute of Information Sciences and Electronics University of Tsukuba Japan

Mobile IP is the current standard for supporting global mobility, however the performance degrades to support micro mobility. Cellular IP could be a good solution to accommodate efficiently hundreds of, thousands of mobile hosts that perform fast and frequent handoff in a small local area network. In semisoft handoff of cellular IP, a mobile host sends a semisoft packet to the new base station before performing actual handoff to guarantee that the routing cache mapping associated with the new base station is created before actual handoff takes place. But packet loss and handoff delay are still occurred by this model. We propose an advanced semisoft handoff method with no packet loss but with additional small packet delay just before or after handoff. In this method, the cross-over node calculates the time for the last message to be delivered to the mobile host via the old base station just before handoff based on four typical network models. On receiving that packet, the mobile host performs handoff to the new base station. Our simulation experiment results show that the proposed semisoft handoff method actually outperforms the traditional semisoft handoff method in both handoff packet loss and handoff delay. We study the performance of the advanced semisoft handoff method with the network models.

关键词： Cellular networks Base stations Routing Degradation Local area networks Protocols Analytical models Systems engineering and theory Added delay IP networks

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A proposal of DNS-based adaptive load balancing method for mirror server systems and its implementation

A proposal of DNS-based adaptive load balancing method for m...

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International Conference on Advanced information Networking and Applications (AINA)

作者： H. Yokota S. Kimura Y. Ebihara Doctoral Program in Engineering University of Tsukuba Japan Institute of Information Sciences and Electronics University of Tsukuba Japan

In order to protect a server to become overloading due to concentration of accesses, a mirror server system is widely used for distributing the load to multiservers. For such a system, it is very important for users to select an appropriate one among the servers. In the previous systems, the DNS (domain name system) Round-Robin mechanism is widely adopted for this purpose, otherwise users must choose a server by themselves. Even in the former method, however, since all servers are evenly assigned to clients without any cares of the performance and process status of the servers, the load of each server is deflected. To solve the above problem, this article proposes a new adaptive load balancing method based on the ordinary DNS Round-Robin mechanism. In this proposal, a DNS server for the mirror-server system periodically probes the status of each server. For a query from each client, the DNS server changes its response from the probed results and IP address of the client. Finally, the prototype system of the proposal is implemented and the file transfer speeds of both the proposed method and Round-Robin DNS method are estimated for the mirror server system of RingServer Project in Japan.

关键词： Proposals Load management Mirrors Network servers Web server Domain Name System Protection Probes Prototypes File servers

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Analysis on responsiveness and input traffic regulation in heterogeneous information systems

Analysis on responsiveness and input traffic regulation in h...

引用

International Workshop on Database and Expert Systems Applications

作者： Y. Ebihara H. Ushine Hongbing Chen S. Kimura Institute of Information Sciences and Electronics University of Tsukuba Japan Doctoral Program in Engineering University of Tsukuba Japan

Generally information systems have hierarchical protocol structures. The maximum traffic capacity of information systems with a multi-layered protocol has been studied under the condition of a heterogeneous environment of information systems. When the upper bound of a mean response time is given, the relationship between the maximum input traffic and end-to-end responsiveness has been derived theoretically by a new binding method.

关键词： information analysis Delay information systems Protocols Communication system control Traffic control Process control Upper bound Quality of service Control systems

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A fault-tolerant evolvable face identification chip 6

A fault-tolerant evolvable face identification chip

引用

6th International Conference on Neural information Processing, ICONIP 1999

作者： Yasunaga, Moritoshi Nakamura, Taro Yoshihara, Ikuo Institute of Information Sciences and Electronics University of Tsukuba Tsukuba Ibaraki305-8573 Japan Doctoral Program of Engineering University of Tsukuba Tsukuba Ibaraki305-8573 Japan Cooperative Research Center Miyazaki University Miyazaki889-2192 Japan

ISBN: (纸本)0780358716

We have developed a new design methodology for face identification chips using a genetic algorithm. In the design, face images are transformed to truth-tables and they are evolved to obtain generalization ability. Digital circuits are synthesized by using the evolved truth-tables. Parallelism in the data can be embedded in the circuits by this direct hardware implementation of the face images. A face identification chip prototype has been developed by synthesizing the evolved truth tables to logic circuits. The circuit size of the chip was 1334 gates for one person on average, and this was small enough to be implemented onto a standard FPGA (field programmable gate array) chip. The chip identified a face image at 400 ns and achieved an identification accuracy of 97.2% in average. Furthermore, a high identification accuracy of more than 90% was maintained even under 18% faulty gate ratio and this high fault tolerance degraded gracefully as the faulty gate ratio increased. © 1999 IEEE.

关键词： Genetic algorithms

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Interval volume: a solid fitting technique for volumetric data display and analysis 95

Interval volume: a solid fitting technique for volumetric da...

引用

IEEE Conference on Visualization

作者： I. Fujishiro Y. Maeda H. Sato Department of Information Sciences Ochanomizu University Tokyo Japan Doctoral Program in Engineering University of Tsukuba Baraki Japan

ISBN: (纸本)9780818671876

Proposes as a generalization of isosurfaces, the 'interval volume', which is a new type of geometric model representing 3D subvolumes with field values belonging to a closed interval. A dominant surface fitting algorithm called 'marching cubes' is extended to obtain a solid fitting algorithm, which extracts from a given volumetric dataset a high-resolution polyhedral solid data structure of the interval volume. Rendering methods for the interval volume and principal related operations are also presented. The effectiveness of this approach is illustrated with 4D simulated data from atomic collision research.

关键词： Solids Displays Data analysis Surface fitting Data mining Isosurfaces Data visualization Biomedical measurements Data structures Atomic measurements

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Applying the branch and bound technique to document similarity search

Applying the branch and bound technique to document similari...

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IEEE Pacific Rim Conference on Communications, Computers and Signal Processing

作者： K. Furuse T. Miura M. Ishikawa H. Chen N. Ohbo Institute of Information Sciences and Electronics. University of Tsukuba Japan Doctoral Program in Engineering University of Tsukuba Japan

This paper proposes a new mechanism for document similarity search, which uses the indexing structure called signature tables. The mechanism of signature tables is originally invented for similarity search of market basket data, and in this paper we apply it to document data. Since the characteristics of document data is definitely different from that of market basket data, the performance of similarity search is not satisfactory when the mechanism is naively applied to document data. In this paper, we describe the reason why the naive application decreases the efficiency, and propose some techniques for improving the performance. The results of simulation using real document data set show that the proposed mechanism implements good performance.

关键词： Indexing Data mining Transaction databases Consumer electronics information science Internet Web sites

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Fine Tuning Swin Transformer Based Pretrained Model for Microscopic Fungi Images Classification 11

Fine Tuning Swin Transformer Based Pretrained Model for Micr...

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11th International Conference on Computer, Control, Informatics and its Applications, IC3INA 2024

作者： Anggara, Muchamad Galih Hindasyah, Ahmad Amda, Julfa Muhammad Waskita, A.A. Graduate Program of Informatics Engineering Universitas Pamulang Pamulang Indonesia Research Center for Computing National Research and Innovation Agency Cibinong Indonesia Research Center for Data and Information Sciences National Research and Innovation Agency Bandung Indonesia

ISBN: (纸本)9798331542313

Accurate image classification of microscopic pathogenic fungi is a challenge in the field of mycology. This study proposes a Swin Transformer-based approach to automate the identification process. The Swin Transformer model, known for its ability to capture complex spatial interactions, is adapted from ImageNet’s pre-trained model. The adaptation process is focused on fine-tuning the final classification layer to match the 5 classes of fungi present in the dataset. This classification layer is replaced by a new fully-connected layer that has the number of output according to the number of fungal classes. The weights on these layers are randomly initialized and trained in conjunction with several final convolutional layers. In addition, regularization techniques such as dropouts are applied to prevent overfitting. Adaptation using 5-fold cross-validation was carried out to find the best fold with hyperparameters including AdamW optimizer with a learning rate of 10−3, StepLR scheduler, batch size of 128 images, and a total of 9 epochs / iterations. After that, fine-tuning is carried out on the best fold with hyperparameters including AdamW optimizer with a learning rate of 10−5, StepLR scheduler, batch size of 32 images, and a total of 100 epochs / iterations. The final result showed excellent performance, with accuracy, precision, recall and an average F1-score of 95%. These results show the potential of the Swin Transformer in becoming an effective tool for mycologists. © 2024 IEEE.

关键词： Deep learning

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