5th International Symposium on Innovative Approaches in Smart Technologies Proceedings最新文献_第2页

Üretken Çekişmeli Ağ Kullanarak Eski Görüntüleri Renklendirme ve İyileştirme

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.008

Arda Cem Bilecan, Simay Hoşmeyve, Bahadır Karasulu

{"title":"Üretken Çekişmeli Ağ Kullanarak Eski Görüntüleri Renklendirme ve İyileştirme","authors":"Arda Cem Bilecan, Simay Hoşmeyve, Bahadır Karasulu","doi":"10.36287/setsci.5.1.008","DOIUrl":"https://doi.org/10.36287/setsci.5.1.008","url":null,"abstract":"– Nowadays, data for deep learning is crucial to the success rate of the study results. With the improvements we can make to image processing for this need, it is intended to achieve better quality and complete images and to translate black and white images into a color image, which may be one of the problems we face with older data, and to complete missing pixels. Thanks to the user interface developed in the study, it serves both as a user's ability to edit personal images and as a supporting tool for other studies. As a method, pre-processing, deep learning and training and retouching are used in order. One of the varieties of Generative Adversarial Network (GAN) architecture, the Pix2pix model has been developed as a way to transform from source image to target image. From this point of view, the Pix2pix model has been the ideal network for improvement and conversions of images. The highest performance result in experiments was achieved for indoor and outdoor classification with accuracy of 82%. In addition, the highest Structural Similarity Index Measure (SSIM) value was 0.9256 and the lowest Peak Signal to Noise Ratio (PSNR) value was 65.11 dB when the average values were taken into account with the experiments to improve indoor colorization, outdoor colorization, human face colorization, image repair and image quality. Our study includes discussions and assessments based on scientific findings.","PeriodicalId":332893,"journal":{"name":"5th International Symposium on Innovative Approaches in Smart Technologies Proceedings","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121438921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Üniversite Yerleşkelerinin Mekân Dizim Analizi ile Değerlendirilmesi: Atatürk Üniversitesi Örneği

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.017

Alican Kuzulugil, Ömer Ünsal, Başak Aytatli, Nalan DEMİRCİOĞLU YILDIZ

{"title":"Üniversite Yerleşkelerinin Mekân Dizim Analizi ile Değerlendirilmesi: Atatürk Üniversitesi Örneği","authors":"Alican Kuzulugil, Ömer Ünsal, Başak Aytatli, Nalan DEMİRCİOĞLU YILDIZ","doi":"10.36287/setsci.5.1.017","DOIUrl":"https://doi.org/10.36287/setsci.5.1.017","url":null,"abstract":"Universities are public spaces where individuals provide social relations. The main purpose of the campus design is to provide a livable and comfortable environment. The comfortable campus environment has positive effects on users both physiologically and psychologically. Knowing the activity areas of the campus users and the distribution map of pedestrian movements to the spaces increases the success of the design plans. Therefore, the spaces within the campus should be placed in a certain planning and design order. In the study, it was tried to determine the spatial organization characteristics that affect the outdoor use of the campuses. It has been determined how students and academicians who use the outdoor spaces in the campuses interact in these spaces and to what extent these spaces are utilized. The integration value of the junction (1.453-1,709) located in the area of the Faculty of Agriculture and the private classrooms, which connects the campus in the east, west, north and south directions, and the axis that connects the campus in the east-west direction from the axes that the junction connects, and where the Rectorate, Engineering Faculty and Library are located along the line (1.453-1.709/1.24-1.3) integration value was high. The inclusion of integration values in the planning studies to be carried out is important in ensuring the comfort of the users and in the realization of sustainable campus design.","PeriodicalId":332893,"journal":{"name":"5th International Symposium on Innovative Approaches in Smart Technologies Proceedings","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125637019","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Ekonomik Perspektiften Covid-19 Sürecinde Köyceğiz'deki Odun Dışı Orman Ürünlerinin Değerlendirilmesi

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.016

Sevgin Özderin, Hatice Ulusoy

引用次数: 0

Burdur Havzasında Sıcaklık ve Yağış Değişimleri ile İklim Projeksiyonları

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.007

Bekir Cengil, Hakan Yılmaz Ayan

引用次数: 1

Havai Hat İletkenlerinin Isıl Performans Analizi

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.002

Murat Dinç, O. Arikan, Fırat Akın

引用次数: 0

A New Cash Register for Fuel Stations with Resistant Outdoor Conditions: Design Considerations 耐室外条件加油站的新型收银机:设计考虑

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.001

Tarık Güneş, Kemal Aşçı, H. Temur, Gökhan Burtul, F. Abut, M. Akay, M. Ş. Aygün

{"title":"A New Cash Register for Fuel Stations with Resistant Outdoor Conditions: Design Considerations","authors":"Tarık Güneş, Kemal Aşçı, H. Temur, Gökhan Burtul, F. Abut, M. Akay, M. Ş. Aygün","doi":"10.36287/setsci.5.1.001","DOIUrl":"https://doi.org/10.36287/setsci.5.1.001","url":null,"abstract":"– The Head of Revenue Administration (HRA) in Turkey imposes the obligation to use new generation payment recording devices (NG PRDs) at fuel stations. The pump and the cash register were separate units in old payment systems, and communication was provided via an interface. However, there are some security vulnerabilities in these systems due to the interface being separate from the cash register. In addition, it is known that due to the high fuel tax rates, significant losses occur due to tax evasion. Although the use of NG PRD has been made compulsory, no product in the market complies with the current legislation. Therefore, there is a need for these products to be developed for secure data communication in fuel pump cash registers, prevention of tax evasion, and monitoring of the informal economy in the fuel sector. This study aims to design and manufacture prototypes of NG PRDs and components for fuel stations in accordance with the technical guide of the HRA legislation. The main feature sought for NG PRDs is to ensure the continuity of communication between the pump and the cash register.","PeriodicalId":332893,"journal":{"name":"5th International Symposium on Innovative Approaches in Smart Technologies Proceedings","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115770268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Soft Approach in Planning and Transport 规划和运输中的软方法

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.019

Ruzica S. Bogdanovic

引用次数: 0

Burdur Havzası Kuraklık Yönetimi Değerlendirmesi

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.006

Hakan Yılmaz Ayan, Bekir Cengil

引用次数: 0

A Singular-Feed Circularly Polarized Metasurface Antennas Using Characteristic Mode Analysis 基于特征模分析的单馈圆极化超表面天线

5th International Symposium on Innovative Approaches in Smart Technologies Proceedings Pub Date : 2022-05-28 DOI: 10.36287/setsci.5.1.010

M. D. Geyikoglu, H. Koc Polat

引用次数: 0