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Automated human activity recognition in smart room

Automated human activity recognition in smart room

Automated human activity recognition in smart room

... explore the tracking of the human objects and recognition of human activity within the smart room Knowing the identity of people, their locations and the activity taken place in the room is the most ... traditional classifiers in realizing recognition of continuous and complex activity in the increasingly popular human- activity- based applications v List of Abbreviations AC Activity Classifier Cam ... the smart room To this end, we have developed algorithms for real-time detection and tracking of persons (in C++) and offline classifiers (in Matlab) for simple human activity in our smart room...
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HUMAN ACTIVITY RECOGNITION USING HKM AND HYBRID DEEP NETWORK IN VIDEO

HUMAN ACTIVITY RECOGNITION USING HKM AND HYBRID DEEP NETWORK IN VIDEO

... contains 11 activity categories: basketball shooting, biking/cycling, diving, golf swinging, horseback riding, soccer juggling, swinging, tennis swinging, trampoline jumping, volley ball spiking, ... bending downwards, running, walking, skipping, jumping-jack, jumping, forward, jumping in place, galloping sideways, waving with two hands, and waving with one hand The backgrounds are static and ... Does Unsupervised Pre-training Help Deep Learning?‖ The research indicates that pre-training is a kind of regularization mechanism, by minimizing variance and introducing a bias towards configurations...
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Báo cáo hóa học:

Báo cáo hóa học: " Editorial Human-Activity Analysis in Multimedia Data" pdf

... results from inspecting the IR data The article by L Raskin et al., titled “Using gaussian process annealing particle filter for 3D human tracking,” tracks humans in 3D scenes using particle filters ... on Advances in Signal Processing infrared cameras They exploit the strengths of both modalities by utilizing the more accurate localization made possible by the stereo cameras in combination with ... article by M Hossain et al., titled “Edge segment-based automatic video surveillance,” describes a paper using image edge information for automatic video surveillance A Enis Cetin Eric Pauwels...
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highly efficient human action recognition using compact 2dpca-based descriptors in the spatial and transform domains

highly efficient human action recognition using compact 2dpca-based descriptors in the spatial and transform domains

... Let and denote the number of centroids per video computed in the training and testing modes, respectively The training and testing algorithms are in Algorithms and respectively, where the training ... modes, the training mode and the testing mode The input patterns are the 2DHoG B-bins frames Let k denote the number of training frames, the jth training frame is denoted by an (m x n) matrix , and ... Shah, "Human Action Recognition in Videos Using Kinematic Features and Multiple Instance Learning," IEEE PAMI, vol 32, no 2, pp 288-303, Feb 2010 C Yuan, Xi Li, W Hu, H Wang Human action recognition...
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Báo cáo hóa học:

Báo cáo hóa học: " Research Article Joint Wavelet Video Denoising and Motion Activity Detection in Multimodal Human Activity Analysis: Application to Video-Assisted " doc

... presenting the BRFR segmentation methods developed by Collins et al [25] and T¨ reyin et al [26], since they were o used as the basis for the modified joint wavelet video denoising and motion activity ... SNR in order to reconfigure Wiener filter for a second wavelet processing scheme In the current work, we avoid to perform IWT by using the exact wavelet topology in both denoising stages (autowavelet ... on Advances in Signal Processing to motion- vector-based motion estimation approaches The method was tested in a video- assisted biomedical monitoring application and it was proved to efficiently...
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Báo cáo y học:

Báo cáo y học: "Anti-inflammatory activity of monogalactosyldiacylglycerol in human articular cartilage in vitro: activation of an antiinflammatory cyclooxygenase-2 (COX-2) pathway" doc

... Ulivi et al.: Anti-inflammatory activity of monogalactosyldiacylglycerol in human articular cartilage in vitro: activation of an anti-inflammatory cyclooxygenase-2 (COX-2) pathway Arthritis Research ... Cruz, CA, USA) Anti-actin antibody was raised against a peptide mapping at the C-terminus of actin of human origin and was reactive against both actin isoforms Antibody against type I collagen ... compounds revealed an anti-inflammatory activity in vitro by inhibiting the generation of a superoxide anion in primed leucocytes, showing an inhibitory effect on the chemotaxis of human peripheral...
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Development of a robotic nanny for children and a case study of emotion recognition in human robotic interaction

Development of a robotic nanny for children and a case study of emotion recognition in human robotic interaction

... role in human emotion perception and social interaction, and has attracted much attention in the areas of pattern recognition, computer vision, human- computer interaction, and humanrobot interaction ... and teachers, and can be employed for animal-assisted therapy (AAT) and animal-assisted activities (AAA) instead of real animals [2] This can partly reduce working strength of the staff, activate ... to comfort and emotionally interact with the children in a hospital It has the appearance of an imaginary animal based on ancient mammoths, is about 80cm in height, and moves mainly depending on...
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The impact of climate change  human activity on water  sediment artificial neutral network modelling in the longchuanjiang catchment, upper yangtze river

The impact of climate change human activity on water sediment artificial neutral network modelling in the longchuanjiang catchment, upper yangtze river

... Gullies on the cutting slope of the road 209 Plate 7.7 Construction waste dumped into the main channel of the Longchuanjiang River 211 Plate 7.8 Plate canal conducting the mud into the Longchuanjiang ... the lag effect of the driving forces 1.1.2 Mathematical modelling of the impact and limitation of current research There is a growing concern about the impact of climate change and land use change ... selection, network training and network evaluation The fourth stage focuses on the implementation of the ANNs established to estimate the impact of climate and human activity on water and sediment...
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Vietnam Human Resources Development in Tourism Project

Vietnam Human Resources Development in Tourism Project

... promising VNAT administrators - Organized month training courses in Singapore and Malaysia for 50 provincial tourism officials - 450 tourism administrators from central and provincial tourism ... - Supported in organizing APEC, ASEAN conferences in Vietnam - Participated in ASEAN join task force on HRD in tourism, abroad VTOS accreditation - Established and maintained working relationships ... departments trained in tourism management and development subjects - Provided computers to 64 provincial tourism departments and VNAT to connect to a nation wide electronic HRD Tourism Training Network...
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The human rights creed in four schools

The human rights creed in four schools

... and human freedom as the principle underlying human rights, including ˆ the rights provided in the Convention Also going to the heart of the raison d’etre of human rights, Judge Foighel dissenting ... between the general interest and the interests of the individual [had] not been attained’ in France.53 As for the situation in the United Kingdom, even in its first ruling on Rees the Court had inserted ... human rights, at least by and large They envisage human rights law to be a continuation of the human rights ideal and typically speak of the development of international human rights law in the...
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A study on linguistic features of word groups denoting human inner feeling in published diaries (english versus vietnamese)

A study on linguistic features of word groups denoting human inner feeling in published diaries (english versus vietnamese)

... Denoting Head N+Adj+Pron Nominal groups HeadN+Adj(+Prep)+NNG Human Inner Feelings in Published Diaries HeadN+AG+Prep+Pron 4.2.1.1 Word Group "X+Head+Ø" Head V+Adj/AG/NG Human Inner Feelings in ... Conj+HeadV2+Pron+PG Adv+Head V+PG GROUPS Aux+Head Adj+PG Adv+Head Adj+AG PUBLISHED Adv+Head Adj+N VIETNAMESE Adv+Adv+Head 4.3.1 Conceptual Metaphorical Features of Word Groups Adj+Pron+Adv +Pron Denoting ... categories into syntactic and conceptual metaphoric features Accordingly, the data was sorted into categories of inner feelings All - Making a comparison and contrast to draw the similarities and of...
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Tài liệu The Influence of Human Activity on the Environment ppt

Tài liệu The Influence of Human Activity on the Environment ppt

... stations produces carbon dioxide, sulphur dioxide and other greenhouse gases • carbon dioxide traps heat in the atmosphere and causes the temperature of the earth to rise • This leads to disruption ... a dramatic rise in the human population This increase in population size leads to an increase in pollution and higher demand for the world’s resources Humans are using up the earth’s resources, ... growing population This causes several problems Burning the timber increases the level of carbon dioxide in the air Less trees means less carbon dioxide absorbed for photosynthesis Soil is eroded...
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Tài liệu Human-induced changes in US biogenic volatile organic compound emissions: evidence from long-term forest inventory data ppt

Tài liệu Human-induced changes in US biogenic volatile organic compound emissions: evidence from long-term forest inventory data ppt

... slash pine (Pinus elliotii) from pine plantations The increase in monoterpene emissions in the deep south was because of an increase in loblolly pine (P taeda), both in pine plantations and in natural ... systematic changes in emissions results entirely from systematic changes in the inventory data We hold climate constant, confining attention to changes in the extent, structure, and composition of forests ... change in the inventory data, there would have been no systematic change in the estimated BVOC emission rates FIA data The FIA for the eastern US, for this time period, gives data from forest inventory...
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Tài liệu Spoken Multimodal Human-Computer Dialogue in Mobile Environments ppt

Tài liệu Spoken Multimodal Human-Computer Dialogue in Mobile Environments ppt

... area of spoken multimodal dialogue systems, no matter if in academia or in industry, may find the volume interesting and useful to their own work XI xii SPOKEN MULTIMODAL HUMAN-COMPUTER DIALOGUE ... across individual system building efforts These comW Minker, D Bühler andL Dybkjær (eds), Spoken Multimodal Human-Computer Dialogue in Mobile Environments, 3-11 © 2005 Springer Printed in the ... reasoning component for informationseeking and planning dialogues In Minker, W., Buhler, D., and Dybkjaer, L., editors, Spoken Multimodal Human-Computer Dialogue in Mobile Environments Kluwer Academic...
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Báo cáo khoa học: Linking environmental carcinogen exposure to TP53 mutations in human tumours using the human TP53 knock-in (Hupki) mouse model doc

Báo cáo khoa học: Linking environmental carcinogen exposure to TP53 mutations in human tumours using the human TP53 knock-in (Hupki) mouse model doc

... mutated in tumours % of all TP53 mutations (single base substitutions) Fig Generation of the human TP53 knock -in (Hupki) mouse [38] A targeting vector was created containing: exons 2–3 of mouse Tp53 ... mutagenesis is the partial human TP53 knock -in (Hupki) mouse (Jackson Laboratory Repository designation: 129Trp53tm ⁄ Holl) containing exons 4–9 of human TP53 in place of the corresponding mouse exons ... in the spleen, are similar in both mouse strains [38] The Hupki mouse is useful for both in vitro and in vivo studies of TP53 mutations induced by carcinogens The nucleotide sequence of the mouse...
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