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检索条件"任意字段=9th International Conference on Computer Aided Design and Computer Graphics"

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the Transfer Learning Influence on YOLO v8 Performance For Motorbike Detection

The Transfer Learning Influence on YOLO v8 Performance For M...

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international conference on Computing, Engineering, and design (ICCED)

作者： Gusti Pangestu Baskoro Aziz Febby Candra Pratama Agung Pumomo Chasandra Puspitasari Computer Science Department School of Computer Science Bina Nusantara University Jakarta Indonesia Interior Design Department School of Design Bina Nusantara University Jakarta Indonesia Enterpreneurship Department BINUS Business School Undergraduate Program Bina Nusantara University Jakarta Indonesia

the number of motorbike theft case in Indonesia has increasing rapidly. this phenomenon led to the increasing of the criminal number especially motorbike theft case. Nowadays, the use of CCTV (Closed Circuit Television) camera has been widely applied. Nevertheless, CCTV does not has the ability to prevent criminal acts such motorbike theft case. therefore, there is a need of a technology based to prevent motorbike theft acts. this research proposed an initial research of motorbike theft detection system that focused on the process of motorbike detection using Deep Learning approach. In this research, the YOLO architecture was utilized to detect the motorbike object inside an image frame. there are two testing scenarios for motorbike detection process, using trained model, and using pre-trained model. the trained model obtain better result rather than using pre-trained model by achieving 0.93 of its accuracy that proven the YOLO v8 model are working well especially when it is applied with transfer learning process for its based model.

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Research on computer Multimedia Software graphics and Image Processing and Analysis System in Colleges 7

Research on Computer Multimedia Software Graphics and Image ...

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2020 7th international conference on computer-aided design, Manufacturing, Modeling and Simulation, CDMMS 2020

作者： Na, Bao Qujing Normal University Yunan655011 China

With the development of computer software and hardware technology in colleges and universities, the application of multimedia computers has become increasingly widespread. graphics and image processing occupy a major position in the application of multimedia computers in colleges and universities. Image display is the basis of image processing. the key of special effect display is to divide the image into different image area blocks. the usual image special effect display method is to divide the image into different image blocks according to certain rules. Based on the analysis of the principle of image special effects display, this paper proposes a template-based image special effects display method. Experimental results show that compared with traditional interpolation algorithms, such as bilinear interpolation and bicubic polynomial interpolation, this algorithm has better interpolation effects and overcomes the speckle interference in single wavelet interpolation. © Published under licence by IOP Publishing Ltd.

关键词： Interpolation

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the Classification of Human and Cognitive Architecture Time Estimation Using Machine Learning Methods

The Classification of Human and Cognitive Architecture Time ...

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international conference on computer Science and Engineering (UBMK)

作者： Behiye Şahin Sonay Duman Department of Psychology Toros University Mersin Türkiye Department of Software Engineering Toros University Mersin Türkiye

ISBN: (数字)9798350365887

ISBN: (纸本)9798350365894

Time perception which plays an important role in daily life, is a critical concept affecting a wide range of disciplines. Time perception is crucial in both computer science and cognitive psychology as it informs the design of human-centered systems and technologies, while also deepening our understanding of cognitive processes and individual differences in how humans experience and process time. Cognitive architectures that model human cognitive functions provide valuable insights into the mechanisms underlying time perception. It is assumed that cognitive architectures are effective in explaining the cognitive processes involved in perceiving and interpreting time. In this study, the data obtained by applying a designed time perception experiment to human participants and a cognitive architecture were classified with machine learning algorithms which are K-Nearest Neighbor, Naive Bayes, Decision Tree, Support Vector Machine, Random Forest. According to the classification results, the Random Forest classifier was the most successful algorithm to classify the Human and Model classes with an accuracy rate of 82.06%.

关键词： computer science Machine learning algorithms Cognitive processes Computational modeling Psychology computer architecture Data models Decision trees Reliability Random forests

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From a Research Centre to a Mall: Bringing Virtual Reality and Digital Playing to a Living Lab for Community Dwelling Older Adults 9th

From a Research Centre to a Mall: Bringing Virtual Reality a...

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9th international conference on Human Aspects of IT for the Aged Population, ITAP 2023, held as part of the 25th international conference on Human-computer Interaction, HCII 2023

作者： Khalili-Mahani, Najmeh Yaacoub, Juliana Calcagnotto, Adrian Leclair, Julian Timm-Bottos, Janis engAGE: Concordia Centre for Research on Aging Montreal Canada Department of Design and Computation Arts Concordia University MontrealQC Canada Milieux Institute for Art Culture and Technology: Technoculture Arts and Games Centre Concordia University MontrealQC Canada Department of Psychology Concordia University MontrealQC Canada

ISBN: (纸本)9783031348655

Playing has important psychosocial and emotional benefits for older adults. the COVID-19 pandemic has accelerated the interest in incorporating digital interactions and virtual reality (VR) technologies into healthcare strategies that target older adults. In this phenomenological study, we share our experience of bringing playful and creative gaming and VR technologies to community-dwelling older adults. With funding from Fonds de recherche du Québec – Société et culture (FRQSC), we created a storefront engAGE living lab (ELL) in a shopping mall in a suburb of Montreal (Quebec, Canada) with a high concentration of older population. In this study we tried to repeat a previous study "finding better games for older adults" that was conducted in a university-based research centre for healthy ageing (PERFORM Centre, Concordia University). In this study, based on experience of three research assistants who ran the study between July-Dec 2022, we evaluated strength, weakness, opportunity, and threats (SWOT) of conducting this research in ELL. We found that passive recruitment of older adults into such studies was challenging. To establish trust and long-term relationships between researchers and participants was an important factor in retaining participants in the study, but it created transactional situations where some participants’ motivations were not related to tested technologies, but to socializing with researchers. this work provides insights into the challenges and opportunities of conducting research in public settings. © 2023, the Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Virtual reality

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the Development of a Brain-computer Interface for Controlling a Robotic Arm and a Mobile Device by Using the Voluntary Eye Blinking 9

The Development of a Brain-Computer Interface for Controllin...

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9th IEEE international conference on e-Health and Bioengineering (EHB)

作者： Rusanu, Oana Andreea Transilvania Univ Brasov Fac Prod Design & Environm Prod Design Mechatron & Environm Brasov Romania

ISBN: (纸本)9781665440004

Exploring the challenges raised by the brain-computer interface (BCI) multidisciplinary field, this paper provides a real-time LabVIEW application for controlling a six degrees robotic arm using the NI myRIO development board and the NeuroSky Mindwave Mobile portable headset. By detecting and numbering the consecutive, voluntary eye-blinks, the necessary commands accomplished two different approaches of controlling the robotic arm. the proposed solution encompasses a completely functional BCI experimental prototype based on a simple working principle, straightforward control mode, real-time running, friendly graphical user interface, and effective communication between hardware and software-enabled by LabVIEW graphical programming environment. An additional feature of the proposed brain-computer interface system is the mobile robot underlying the robotic arm so that people with neuromotor disabilities can benefit from a versatile assistive biomechatronic device.

关键词： robotic arm BCI system EEG headset eye-blinking LabVIEW

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Motor Imagery Classification Emphasizing Corresponding Frequency Domain Method based on Deep Learning Framework 9

Motor Imagery Classification Emphasizing Corresponding Frequ...

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9th IEEE international Winter conference on Brain-computer Interface (BCI)

作者： Kwon, Byoung-Hee Lee, Byeong-Hoo Jeong, Ji-Hoon Korea Univ Dept Brain & Cognit Engn Seoul South Korea

ISBN: (纸本)9781728184852

the electroencephalogram, a type of non-invasive-based brain signal that has a user intention-related feature using in brain-computer interface (BCI) provides an efficient bidirectional pathway between user and computer. In this work, we proposed a deep learning framework based on the corresponding frequency emphasize method to decode the motor imagery (MI) data from the 2020 international BCI competition dataset. the MI dataset consists of 3-class, namely 'Cylindrical', 'Spherical', and 'Lumbrical'. We utilized power spectral density as an emphasize method and a convolutional neural network to classify the modified MI data. the results showed that the MI-related frequency range was activated during the MI task, and provide neurophysiological evidence to design the proposed method. When using the proposed method, the average classification performance in the intra-session condition was 69.68% and the average classification performance in the inter-session condition was 52.76%. Our results provided the possibility of developing a BCI-based device control system for practical applications.

关键词： brain-computer interface motor imagery electroencephalography inter-session

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Using IoT-Based Mobile Application to Build Smart Parking System

Using IoT-Based Mobile Application to Build Smart Parking Sy...

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international conference on Computing, Engineering, and design (ICCED)

作者： Zainab S. Attarbashi tharshaan A-L thamodharan Mustafa Ali Abuzaraida Saman Iftikhar Noof Abdulaziz Alansari Atikah Balqis Binti Basri Dini Oktarina Dwi Handayani Department of Computer Science Faculty of Information & Communication Technology International Islamic University Malaysia Selangor Malaysia School of Computing Universiti Utara Malaysia Sintok Malaysia Computer Science Department Faculty of Information Technology Misurata University Libya Faculty of Computer Studies Arab Open University Saudi Arabia Department of Information Systems Faculty of Information & Communication Technology International Islamic University Malaysia Selangor Malaysia

the idea of using the current technologies to build more sustainable smart cities has gained great popularity. One of attractive fields is Internet of things applications to control vehicle traffic and parking which reduce energy consumption in smart cities. this paper presents an android mobile application system that allows users to check the availability and location of parking spots by using their smartphones. Main tools used for this project are the Arduino UNO and mobile application running with Android. Sensors were used to sense if the spot is empty, and then send that info to the mobile application. As the empty place is discovered to be vacant it is distinguished utilizing ultrasonic sensors which report it further. the system would not help the user to book parking spot but would show the availability of parking spot to reduce the searching time. this Smart Parking System is a basic prototype which can be improved later for real system by connecting the system to a GPS-based application which will direct the user to the spot itself and it can further be improved by using artificial intelligence to highlight different spots to different users.

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CAD-based AND/OR Graph Generation Algorithms in (Dis)assembly Sequence Planning of Complex Products 9

CAD-based AND/OR Graph Generation Algorithms in (Dis)assembl...

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9th CIRP conference on Assembly Technology and Systems, CATS 2022

作者： Münker, Sören Schmitt, Robert H. RWTH Aachen University Campus-Boulevard 30 Aachen52074 Germany Steinbachstrasse 17 Aachen52074 Germany

Several studies in production engineering and operations research focused on disassembly and assembly planning for improving the profitability of remanufacturing. the representation of feasible (dis)assembly sequences by analyzing geometrical and technical precedence constraints is an essential necessity of (dis)assembly planning. An AND/OR graph (AOG) is commonly used to represent a product's feasible (dis)assembly sequences, including alternative subassemblies and parallel operations. In recent years, researchers studied the automatic extraction of geometrical precedence constraints by collision analysis within 3D models. However, since most of the existing approaches focused on collision analysis to identify complex precedence constraints, the generation of AOGs for complex products from collision analysis results remains too inefficient for industrial use cases. In this study, a computer-aided design (CAD) interface from previous studies is used to extract liaison and moving wedge information from 3D models. A top-down and a bottom-up approach for generating complete AOGs from the extracted data are introduced. the approaches' computing performances are analyzed on sample test cases and CAD models. the bottom-up approach performed better for the given samples. It has been found that the amount of moving wedge constraints has a strong effect on computing performance. It is a strong indicator to estimate the complexity of products under examination. the exponential behavior of the needed computing resources can be estimated beforehand. For complex products, graph simplification or alternative graph representations with less information richness should be considered. the results contribute to automated (dis)assembly sequence planning from complex products and, consequently, increasing remanufacturing profitability. © 2022 the Author(s).

关键词： computer aided design

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Building Serious Game design to Prepare University Students for the World of Work

Building Serious Game Design to Prepare University Students ...

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HCI and UX conference in Indonesia (CHIuXiD), international

作者： Steven Victor C. Malik Jeklin Harefa Alexander Andry Chowanda Computer Science Department School of Computer Science Bina Nusantara University Jakarta Indonesia

Pandemic hits the world catastrophically, leading to the disruption on our everyday life including how students learn in the pandemic era. Most of the students nowadays have difficulties preparing the way to face the world of work. this research proposes a serious game design to prepare university students for the world of work by combining the Six Facets of Serious Game design and Adam's Ernest Game design. Six Facets of Serious Game design is the design pattern for serious games (e.g., pedagogical games) [1]. Two systems (i.e. the serious game and the baseline system) were designed, deployed and evaluated to evaluate the effectiveness of the proposed serious game design. the serious game design was built on an Android mobile phone. Moreover, a simple simulation that has identical scenarios with the serious game was also built as the baseline in the evaluation process. thirty-seven respondents who will be or have been entering the workplace for their first time participated in the evaluation process. A Wilcoxon rank test was applied to the data as the data does not come from a normal distribution. the results show that the proposed serious game design provides more effective results than the baseline. the user experiences' score provided by the serious game design system is statistically higher than the baseline system. Moreover, the serious game system increases the learners' motivation compared to the baseline system.

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Analysis of the quality of domestic wastewater before and after treatment using WWTP

Analysis of the quality of domestic wastewater before and af...

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international conference on Computing, Engineering, and design (ICCED)

作者： Paikun Didi Nurjaman Mediana Utami Vikri Nur Alam Richa Rahmaliya Sunhadji Barkah Department of Civil Engineering Nusa Putra University Faculty of Engineering Computer and Design (FEED) Nusa Putra University Highway Cibolang N. 21 Cisaat Sukabumi West Java Indonesia

Domestic waste, resulting from human daily activities, can pollute the environment if not properly managed. the necessity for human-occupied structures to have wastewater treatment plants (WWTPs) to process this waste becomes evident. this study adopts an experimental approach, designing conventional WWTPs equipped with waste treatment procedures. through sampling methods and laboratory analysis, this research aims to measure the quality of domestic waste before and after treatment. Results indicate a significant improvement in water quality following the treatment process, meeting the established water quality standards. these findings provide valuable insights into the effectiveness of domestic waste treatment and offer guidelines for communities to adopt better waste management practices, ensuring environmental protection.

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