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Exploiting Human Pose and Scene Information for Interaction Detection
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作者 Manahil Waheed Samia Allaoua Chelloug +4 位作者 Mohammad Shorfuzzaman Abdulmajeed Alsufyani Ahmad Jalal Khaled Alnowaiser Jeongmin Park 《Computers, Materials & Continua》 SCIE EI 2023年第3期5853-5870,共18页
Identifying human actions and interactions finds its use in manyareas, such as security, surveillance, assisted living, patient monitoring, rehabilitation,sports, and e-learning. This wide range of applications has at... Identifying human actions and interactions finds its use in manyareas, such as security, surveillance, assisted living, patient monitoring, rehabilitation,sports, and e-learning. This wide range of applications has attractedmany researchers to this field. Inspired by the existing recognition systems,this paper proposes a new and efficient human-object interaction recognition(HOIR) model which is based on modeling human pose and scene featureinformation. There are different aspects involved in an interaction, includingthe humans, the objects, the various body parts of the human, and the backgroundscene. Themain objectives of this research include critically examiningthe importance of all these elements in determining the interaction, estimatinghuman pose through image foresting transform (IFT), and detecting the performedinteractions based on an optimizedmulti-feature vector. The proposedmethodology has six main phases. The first phase involves preprocessing theimages. During preprocessing stages, the videos are converted into imageframes. Then their contrast is adjusted, and noise is removed. In the secondphase, the human-object pair is detected and extracted from each image frame.The third phase involves the identification of key body parts of the detectedhumans using IFT. The fourth phase relates to three different kinds of featureextraction techniques. Then these features are combined and optimized duringthe fifth phase. The optimized vector is used to classify the interactions in thelast phase. TheMSRDaily Activity 3D dataset has been used to test this modeland to prove its efficiency. The proposed system obtains an average accuracyof 91.7% on this dataset. 展开更多
关键词 Artificial intelligence daily activities human interactions human pose information image foresting transform scene feature information
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Information in the Universal Triangle of Reality for Non-living/Living Structures:From Philosophy to Neuro/Life Sciences 被引量:2
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作者 Florin Gaiseanu 《Journal of Philosophy Study》 2021年第8期607-621,共15页
With the purpose to understand better the role of information not only in communication systems,but actually in our environmental reality,this paper presented the model of Universal Triangle of Reality,composed by Mat... With the purpose to understand better the role of information not only in communication systems,but actually in our environmental reality,this paper presented the model of Universal Triangle of Reality,composed by Matter,Energy and Information,as fundamental constitutive components of this reality.Arguments coming from the field of physics,both at the cosmic and microparticles scale are presented,showing undoubtable conclusions that information is a fundamental component of reality in our material world.At the cosmic level,where the unusual high concentration of mass in the black holes constitutes a special state of matter,suitable for analysis of their special properties,the problem of the conservation principle of information is discussed.At the quantum level,the special unusual characteristics derived from the non-localization principle are also highlighted,together with information-involved problems and solutions.The Universal Triangle of Reality in the living systems reveals the high role of the involved information,both as the informational common organization on the entire evolution scale,and as the info-dynamics processes inside of own structure and resulted from interaction with the environment.The relevant advances in the approaching and understanding of the functionality of the living systems from informational point of view are highlighted,showing the high contribution of information concepts in understanding/solving of various older/recent problems in philosophy,neuroscience/neurology/psychiatry,neuro-physics/neuropsychology/behavior sciences,geriatrics/gerontology,biology and life sciences. 展开更多
关键词 information-matter-energy universal triangle of reality in non-living and living systems informational system of human body and living structures neurosciences and life sciences
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Evolution and Development of the Information Concept in Biological Systems: From Empirical Description to Informational Modeling of the Living Structures 被引量:2
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作者 Florin Gaiseanu 《Journal of Philosophy Study》 2021年第7期501-516,共16页
With the purpose to smooth the way of a correct understanding of information concepts and their evolution,in this paper,is discussed the evolution and development of the concept of information in biological systems,sh... With the purpose to smooth the way of a correct understanding of information concepts and their evolution,in this paper,is discussed the evolution and development of the concept of information in biological systems,showing that this concept was intuitively perceived even since ancient times by our predecessors,and described according to their language level of that times,but the crystallization of the real meaning of information is an achievement of our nowadays,by successive contribution of various scientific branches and personalities of the scientific community of the world,leading to a modern description/modeling of reality,in which information plays a fundamental role.It is shown that our reality can be understood as a contribution of matter/energy/information and represented/discussed as the model of the Universal Triangle of Reality(UTR),where various previous models can be suggestively inserted,as a function of their basic concern.The modern concepts on information starting from a theoretic experiment which would infringe the thermodynamics laws and reaching the theory of information and modern philosophic concepts on the world structuration allow us to show that information is a fundamental component of the material world and of the biological structures,in correlation with the structuration/destructuration processes of matter,involving absorption/release of information.Based on these concepts,is discussed the functionality of the biologic structures and is presented the informational model of the human body and living structures,as a general model of info-organization on the entire biological scale,showing that a rudimentary proto-consciousness should be operative even at the low-scale biological systems,because they work on the same principles,like the most developed bio-systems.The operability of biologic structures as informational devices is also pointed out. 展开更多
关键词 empirical models on material/energy/ideas world structuration/destructuration absorption/release of information information in biological systems matter/energy/information UTR informational system of human body and living structures informational devices
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Information for Authors
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《The Journal of Human Rights》 2017年第6期653-653,共1页
The Journal of Human Rights publishes original works in law,philosophy,political science and other disciplines which deal with concepts,measurement tools and policy alternatives from human rights perspectives.Please s... The Journal of Human Rights publishes original works in law,philosophy,political science and other disciplines which deal with concepts,measurement tools and policy alternatives from human rights perspectives.Please submit your manuscripts to the following e-mail address:JHRsubmissions@cupl.edu.cn.Manuscripts accepted for review should satisfy the following format specifications: 展开更多
关键词 THE JOURNAL OF HUMAN RIGHTS information for Authors WWW
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THE JOURNAL OF HUMAN RIGHTS Information for Authors
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《The Journal of Human Rights》 2017年第5期519-519,共1页
The Journal of Human Rights publishes original works in law,philosophy,political science and other disciplines which deal with concepts,measurement tools and policy alternatives from human rights perspectives.Please s... The Journal of Human Rights publishes original works in law,philosophy,political science and other disciplines which deal with concepts,measurement tools and policy alternatives from human rights perspectives.Please submit your manuscripts to the following e-mail address:JHRsubmissions@cupl.edu.cn.Manuscripts accepted for review should satisfy the following format specifications: 展开更多
关键词 THE JOURNAL OF HUMAN RIGHTS information for Authors WWW
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Submission Information
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《The Journal of Human Rights》 2015年第3期304-,共1页
Articles from researchers,scholars,legal practitioners,and postgraduates in the field of human rights are welcomed.We especially seek original papers written in English.Manuscripts should be submitted via www.humanrig... Articles from researchers,scholars,legal practitioners,and postgraduates in the field of human rights are welcomed.We especially seek original papers written in English.Manuscripts should be submitted via www.humanrightscn.com.A uthors should not simultaneously submit the manuscript to another journal. 展开更多
关键词 WWW THE JOURNAL OF HUMAN RIGHTS Submission information
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THE JOURNAL OF HUMAN RIGHTS Information for Authors
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《The Journal of Human Rights》 2021年第2期356-356,共1页
The journal of human Rights publishes original works in law,philosophy,political science and other disciplines which deal with concepts,measurement tools and policy alternatives from human rights perspectives.Please s... The journal of human Rights publishes original works in law,philosophy,political science and other disciplines which deal with concepts,measurement tools and policy alternatives from human rights perspectives.Please submit your manuscripts to the following e-mail address:JHRsubmissions@cupl.edu.cn. 展开更多
关键词 THE JOURNAL OF HUMAN RIGHTS information for Authors
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The Profound Revelation of Human Social Relations and the Profound Realization of Information Right of Citizens——The social significance of network technique advancement in the perspective of “Entity Cube”
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作者 GAO GANG 《The Journal of Human Rights》 2010年第4期9-12,共4页
The R&D group of relationship searching in Microsoft Asia Research Institute explains "Entity Cube" launched in 2008 as follows:
关键词 The social significance of network technique advancement in the perspective of The Profound Revelation of Human Social Relations and the Profound Realization of information Right of Citizens Entity Cube
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Enforcement of Regulations of the People's Republic of China on Disclosure of Government Information and Continual Development of a Group of Basic Human Rights
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作者 ZHAO ZHENGQUN 《The Journal of Human Rights》 2014年第2期30-34,共5页
Introduction 2013 saw the sixth anniversary of the formulation of Regulations of the People's Republic of China on Disclosure of Government Information (hereinafter referred to as the Regulations) and the fifth ann... Introduction 2013 saw the sixth anniversary of the formulation of Regulations of the People's Republic of China on Disclosure of Government Information (hereinafter referred to as the Regulations) and the fifth anniversary of their being put into effect. As the Regulations were stipulated and put into force, 展开更多
关键词 Enforcement of Regulations of the People’s Republic of China on Disclosure of Government information and Continual Development of a Group of Basic Human Rights
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THE JOURNAL OF HUMAN RIGHTS
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《The Journal of Human Rights》 2015年第6期512-,共1页
Articles from researchers,scholars,legal practitioners,and postgraduates in the field of human rights are welcomed.We especially seek original papers written in English.Manuscripts should be submitted via www.humanrig... Articles from researchers,scholars,legal practitioners,and postgraduates in the field of human rights are welcomed.We especially seek original papers written in English.Manuscripts should be submitted via www.humanrightscn.com.Authors should not simultaneously submit the manuscript to another journal. 展开更多
关键词 WWW THE JOURNAL OF HUMAN RIGHTS Submission information MUST
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Sensorless Sensing with WiFi 被引量:11
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作者 Zimu Zhou Chenshu Wu +1 位作者 Zheng Yang Yunhao Liu 《Tsinghua Science and Technology》 SCIE EI CAS CSCD 2015年第1期1-6,共6页
Can WiFi signals be used for sensing purpose? The growing PHY layer capabilities of WiFi has made it possible to reuse WiFi signals for both communication and sensing. Sensing via WiFi would enable remote sensing wit... Can WiFi signals be used for sensing purpose? The growing PHY layer capabilities of WiFi has made it possible to reuse WiFi signals for both communication and sensing. Sensing via WiFi would enable remote sensing without wearable sensors, simultaneous perception and data transmission without extra communication infrastructure, and contactless sensing in privacy-preserving mode. Due to the popularity of WiFi devices and the ubiquitous deployment of WiFi networks, WiFi-based sensing networks, if fully connected, would potentially rank as one of the world's largest wireless sensor networks. Yet the concept of wireless and sensorless sensing is not the simple combination of WiFi and radar. It seeks breakthroughs from dedicated radar systems, and aims to balance between low cost and high accuracy, to meet the rising demand for pervasive environment perception in everyday life. Despite increasing research interest, wireless sensing is still in its infancy. Through introductions on basic principles and working prototypes, we review the feasibilities and limitations of wireless, sensorless, and contactless sensing via WiFi. We envision this article as a brief primer on wireless sensing for interested readers to explore this open and largely unexplored field and create next-generation wireless and mobile computing applications. 展开更多
关键词 Channel State information(CSI) sensorless sensing WiFi indoor localization device-free human detection activity recognition wireless networks ubiquitous computing
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