Intelligent systems focused on traffic management have been in evidence in recent years, and applications related to vehicle detection and tracking, speed estimation, and traffic flow identification have become an int...
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ISBN:
(数字)9798350360868
ISBN:
(纸本)9798350360875
Intelligent systems focused on traffic management have been in evidence in recent years, and applications related to vehicle detection and tracking, speed estimation, and traffic flow identification have become an interesting research topic. For the previously mentioned tasks, a large number of data has to be gathered to train deep learning algorithms, but collecting that data can be a time and resource-consuming task. Therefore, the use of synthetic data has become a viable option that helps to minimize data acquisition problems, but when misused, it can negatively impact the model's quality. This paper presents a systematic literature review based on the use of synthetic images to train object detection models in urban scenarios, aiming at identifying the ideal ratio between real and synthetic images that can benefit those models and the best methods to produce synthetic images. This study identified that there is no consensus on the number of synthetic images that can help to generate a more accurate model, due to the low number of papers addressing this relationship, however, it was noted that the use of generative adversarial networks (GANs) can create synthetic images that are more similar to real images, bringing benefits for training detection models, although without identifying how the use of images generated by this method can help in the relationship between synthetic and real.
In this paper, impedance characteristics of real car body is measured toward implementation of capacitive power transfer through automotive paintings. In measurement of car impedance, capacitive coupling electrodes ar...
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ISBN:
(数字)9798350349139
ISBN:
(纸本)9798350349146
In this paper, impedance characteristics of real car body is measured toward implementation of capacitive power transfer through automotive paintings. In measurement of car impedance, capacitive coupling electrodes are applied at three different positions in order to observe impedance characteristics changed for different positions. After measurement, equivalent circuit at the different electrode positions are estimated for realization of further efficient capacitive power transfer.
Traditional organizational strategy is meant to create change from how your customers think you rationalize sales and support to what your customers and you need. By fostering a sense of stability, providing consensus...
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This preliminary paper presents a Systematic Literature Review (SLR) to explore how consumer brand love of Micro, Small, Medium Enterprises (MSME) in Indonesia could be enhanced through branding strategies. MSMEs play...
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ISBN:
(数字)9798350365191
ISBN:
(纸本)9798350365207
This preliminary paper presents a Systematic Literature Review (SLR) to explore how consumer brand love of Micro, Small, Medium Enterprises (MSME) in Indonesia could be enhanced through branding strategies. MSMEs play important role in current Indonesia economic growth, but unfortunately, they focus on the trading and forget about the branding. It also examines previous research to observe what should be highligted about brand love, how to identify the variables of the consumer voices and if the latent consumer voices has been identified. To collect the literature data, ScienceDirect and Google Scholar were used as databases. There is a contradictive thing about the masstige brand and MSME's brands about brand love, brand loyalty and purchase intention. Some recommendations strategies could be determined such as good collaboration between the government and MSMEs, and how to gather the latent consumer voice. For further research could be suggested to include interview that would be converted to text document.
Nowadays, the use of accelerators in high performance computing has become more common than ever before. The most used accelerators must be the Graphics Processing Unit (GPU). It has emerged as an important component ...
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ISBN:
(数字)9798350383454
ISBN:
(纸本)9798350383461
Nowadays, the use of accelerators in high performance computing has become more common than ever before. The most used accelerators must be the Graphics Processing Unit (GPU). It has emerged as an important component in most of the parallel computing scenarios, surpassing the capabilities of the traditional Central Processing Unit (CPU) in perspective of both performance and energy efficiency.
The 2011 flood in Thailand exposed significant vulnerabilities in industrial areas, highlighting the necessity for enhanced disaster risk management through Area-Business Continuity Management (Area-BCM). This prelimi...
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This study proposed a novel extraction method of c-Fos protein regions in DAB(3,3'-diaminobenzidine)-stained mouse brain slice images using the U-Net model combined with the multi-channelization and 1×1 convo...
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The accreditation assessment of a program in higher education institutions is a process that verifies, promotes and guarantees educational quality. In Chile, it is carried out by the National Accreditation Commission,...
ISBN:
(数字)9798331527891
ISBN:
(纸本)9798331527907
The accreditation assessment of a program in higher education institutions is a process that verifies, promotes and guarantees educational quality. In Chile, it is carried out by the National Accreditation Commission, a public autonomous organization, which considers different criteria, ending up into the number of years the program is accredited. This work aims to investigate the most relevant criteria into this assessment, considering the official records of the institution through a statistical model suitable for pattern recognition. Particularly, we analyze on Master programs related to Industrial engineering. Preliminary results allow us to distinguish the main variables for improving decision-making practices, it is noted that the most prominent one is the criterion associated to the prestige of the institution where the master's program is hosted.
Price and quality level of products are two important decisions of any business. This paper provides equilibrium solutions for these decisions of two players for a cybersecurity ecosystem, including a solution provide...
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The gaming industry has changed since advanced technologies and hardware specifications were able to create the possibility of gaming with connective network or known as online gaming. Some communities are accepting p...
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