IoT-Based Image Recognition System for Smart Home-Delivered Meal Services

Tseng, Hsiao-Ting; Hwang, Hsin‐Ginn; Hsu, Wei‐Yen; Chou, Pei-Chin; Chang, I-Chiu

doi:10.3390/sym9070125

Cited by 9 publications

(4 citation statements)

References 27 publications

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“…Different applications involving UAVs and IoT devices are proposed to perform different missions in a city environment with the aim to enhance the quality of citizens' life. For instance, these applications can manage different fields, such as transportation systems [226], agriculture [227], emergencies [228], health-care [229], smart home [230], and others (c.f., Fig. 17).…”

Section: B Smart Citiesmentioning

confidence: 99%

UAV assistance paradigm: State-of-the-art in applications and challenges

Alzahrani

Oubbati

Barnawi

et al. 2020

Journal of Network and Computer Applications

294

128

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Unmanned Aerial Vehicles (UAVs) are an emerging technology with the potential to be used in industries and various sectors of human life to provide a wide range of applications and services. During the last decade, there has been a growing focus of research in the UAV's assistance paradigm as a fundamental concept resulting in the constant improvement between different kinds of ground networks and the hovering UAVs in the sky. Recently, the wide availability of embedded wireless interfaces in the communicating entities has allowed the deployment of such a paradigm simpler and easiest. Moreover, due to UAVs' controlled mobility and adjustable altitudes, they can be considered as the most appropriate candidate to enhance the performance and overcome the restrictions of ground networks. This comprehensive survey both studies and summarizes the existing UAV-assisted research, such as routing, data gathering, cellular communications, Internet of Things (IoT) networks, and disaster management that supports existing enabling technologies. Descriptions, classifications, and comparative studies related to different UAV-assisted proposals are presented throughout the paper. By pointing out numerous future challenges, it is expected to simulate research in this emerging and hot research area. To the best of our knowledge, there are many survey papers on the topic from a technology perspective. Nevertheless, this survey can be considered as the first attempt at a comprehensive analysis of different types of existing UAV-assisted networks and describes the state-of-the-art in UAV-assisted research.

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Section: B Smart Citiesmentioning

confidence: 99%

UAV assistance paradigm: State-of-the-art in applications and challenges

Alzahrani

Oubbati

Barnawi

et al. 2020

Journal of Network and Computer Applications

294

128

View full text Add to dashboard Cite

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“…There are several aspects where image recognition can be applied in the smart home. In [39] was discussed meal delivery model based on image processing. However, the main trends in this field would be rather a security aspects and healthcare monitoring [40].…”

Section: Image Processing and Voice Agentsmentioning

confidence: 99%

Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances

et al. 2021

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The advances in the Internet of Things (IoT) provide several chances to develop a variety of innovations supporting smart home users in several industries including healthcare, energy management, etc. Ubiquitous support by intelligent appliances at modern homes, which constantly work to gather information can help us to solve everyday issues. In this paper, we present a comparative study of recent advances in smart home development. The study aims to present the main trends in this field. During the analysis of the research reports and patents, we identify the propositions that constitute the main research streams. Through extensive analysis, we provide an outlook on the wide spectrum of the proposed solutions. We also analyze the main market to present which publishers are leading with the innovative science in this field. We also show the leaders of science and technology in the World. Finally, we define the ratio of the developments and outline the next stage of the development in the smart home industry. INDEX TERMS Internet of Things (IoT), smart home, healthcare, energy management, security. I. INTRODUCTION O VER time, the type of home was evolving. The shape of the house was evolving during ages, cultural revolutions, and climate changes. We have divided our homes into rooms devoted to sleeping, cooking, work, children, sanitary needs, warehousing, etc. People started to settle in various locations and continents.

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“…Two papers on smart home are included as follows: (1) "A novel approach based on time clusters for activity recognition of daily living in smart homes", by Liu et al [48]; and (2) "IoT-based image recognition systems for smart home-delivered meal services", by Tseng et al [49].…”

Section: Smart Homementioning

confidence: 99%

“…In the proposed method, a pre-process stage was considered to analyze the discrete probability density function of the gray scale values, and to generate a discrete statistical histogram for the extraction of image features. In experimental environments, the open dataset from the "Berkeley segmentation dataset: images" provided by the University of California, Berkeley was collected to evaluate the proposed method, and the results showed that the computation time of the proposed method is lower than the k-means clustering method [49].…”

Section: Smart Homementioning

confidence: 99%

Introduction to the Special Issue: Applications of Internet of Things

et al. 2018

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This editorial introduces the special issue, entitled “Applications of Internet of Things”, of Symmetry. The topics covered in this issue fall under four main parts: (I) communication techniques and applications, (II) data science techniques and applications, (III) smart transportation, and (IV) smart homes. Four papers on sensing techniques and applications are included as follows: (1) “Reliability of improved cooperative communication over wireless sensor networks”, by Chen et al.; (2) “User classification in crowdsourcing-based cooperative spectrum sensing”, by Zhai and Wang; (3) “IoT’s tiny steps towards 5G: Telco’s perspective”, by Cero et al.; and (4) “An Internet of things area coverage analyzer (ITHACA) for complex topographical scenarios”, by Parada et al. One paper on data science techniques and applications is as follows: “Internet of things: a scientometric review”, by Ruiz-Rosero et al. Two papers on smart transportation are as follows: (1) “An Internet of things approach for extracting featured data using an AIS database: an application based on the viewpoint of connected ships”, by He et al.; and (2) “The development of key technologies in applications of vessels connected to the Internet”, by Tian et al. Two papers on smart home are as follows: (1) “A novel approach based on time cluster for activity recognition of daily living in smart homes”, by Liu et al.; and (2) “IoT-based image recognition system for smart home-delivered meal services”, by Tseng et al.

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IoT-Based Image Recognition System for Smart Home-Delivered Meal Services

Cited by 9 publications

References 27 publications

UAV assistance paradigm: State-of-the-art in applications and challenges

UAV assistance paradigm: State-of-the-art in applications and challenges

Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances

Introduction to the Special Issue: Applications of Internet of Things

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