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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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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Human Action Recognition Using Dynamic Time Warping and Voting Algorithm(1)
... angles Index Time D 9 15 15 16 Let T= ti ,d Action Recognition Using Dynamic Time Warping and Voting Algorithm M ×D and S= si ,d M ×D be the CF matrix of a testing action and training ... BPAs for actions Index Action Left hand low waving Right hand low waving Left hand high waving Right hand high waving Hand clapping Greeting D 6 6 12 3.1 Dynamic Recognition Action Left hand low ... information reveals in time domain and deteriorates the recognition accuracy Recently, an increasing number of researchers are interested in Dynamic Time Warping (DTW) [8] for human action recognition problems...
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báo cáo hóa học:" Research Article Human Action Recognition Using Ordinal Measure of Accumulated Motion" ppt
... Method The proposed method consists of three stages: AMI computation, candidate detection by using the ordinal measure of accumulated action, and determination of the best match based on the energy ... whereas the ordinal signatures between corresponding subimages are identical Thus, we believe that the ordinal measure of accumulated motion can provide a more efficient way of recognizing human actions ... match using energy histograms Sval = α · Sh + (1 − α) · Sv Algorithm 1: Human action recognition using ordinal measure of accumulated motion CR(i) = j =1 FP i, j , Card(D) where i, j = 1, 2, ...
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Báo cáo hóa học: " Research Article Human Hand Recognition Using IPCA-ICA Algorithm" doc
... the effectiveness of the IPCA-ICA algorithm on the human hand recognition problem, a database consisting of 100 templates (20 users, templates per user) was utilized Four recognition experiments ... Three of them were made using features from only one hand part (i.e., recognition based only on eigenpalm features, recognition based only on eigenfinger features, and recognition based only on ... scanned at 180 dpi/256 gray levels using a low-cost scanner The user puts his/her hand on the scanner with the fingers spread naturally; there are no pegs, or any other hand- position constrainers Figure...
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Báo cáo hóa học: " Face Recognition Using Local and Global Features" pptx
... on face recognition methods This paper proposes to make use of both local features and global features for face recognition, and performs experiments in combining two global feature face recognition ... of both local features and global features for face recognition Many face recognition algorithms have been developed and we have selected four current and popular methods, namely, eigenface [6, ... demonstrate the advantages and efficiency of combining local and global features for face recognition The following experiments will demonstrate the improvement of combining global and local features over...
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Báo cáo y học: "A comprehensive transcript index of the human genome generated using microarrays and computational approaches" pdf
... sequencing and comparative analysis of the mouse genome Nature 2002, 420:520-562 Supporting online material for: A comprehensive transcript index of the human genome generated using microarrays and computational ... generate a comprehensive transcript index (CTI) for the human genome The first step is the assembly of a comprehensive set of annotations to generate a predicted transcript index (PTI) Sets of microarrays ... Escherichia coli genomes The recent sequencing and analysis of the mouse genome indicates extensive homology between intergenic regions of the human and mouse genomes, further highlighting the potential...
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Human behavioral modeling using fuzzy and dempster–shafer theory
... uncertainty can be modeled using this combined FSM / D-S paradigm 90 Human Behavioral Modeling Using Fuzzy and Dempster–Shafer Theory Fuzzy Systems Modeling Fuzzy systems modeling (FSM) provides ... three candidates we are able to conclude that Red will support low interest rates and White will support high interest rates For the candidate 92 Human Behavioral Modeling Using Fuzzy and Dempster–Shafer ... complement of B, it has 94 Human Behavioral Modeling Using Fuzzy and Dempster–Shafer Theory membership grade B (x) = -B(x) Using these we extend the concepts of plausibility and belief If m is a belief...
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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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báo cáo hóa học: "The impact of regular physical activity on fatigue, depression and quality of life in persons with multiple sclerosis" pot
... compare fatigue, depression and QoL scores in persons with MS who did and did not participate in regular physical activity A recent review of exercise intervention studies in persons with MS, ... depression and QoL scores in persons with MS who did and did not regularly participate in physical activity It was hypothesised that persons with MS who participated in regular physical activity ... improvements in QoL in persons with MS Depression is commonly observed in persons with MS, [14,15] and has been negatively associated with QoL scores [16,17] Participation in regular physical activity...
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báo cáo hóa học:" The impact of regular physical activity on fatigue, depression and quality of life in persons with multiple sclerosis" pdf
... and depression in persons with MS Due to the cross-sectional nature of this study we cannot provide definitive conclusions on the direction of causality between activity levels and fatigue, depression ... http://www.hqlo.com/content/7/1/68 The influence of the quantity of regular physical activity on fatigue, depression and quality of life scores Significant but weak correlations between the leisure-time activity ... compare fatigue, depression and QoL scores in persons with MS who did and did not participate in regular physical activity A recent review of exercise intervention studies in persons with MS,...
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Báo cáo y học: "Rutoside decreases human macrophage-derived inflammatory mediators and improves clinical signs in adjuvant-induced arthritis" doc
... Therapy Vol 10 No Kauss et al gression of RA because they are capable of inducing other proinflammatory cytokines and activating matrix metalloproteinases in autocrine and paracrine fashions [2] Inhibitors ... mechanism of anti -inflammatory effects of RU in macrophages Human and murine analyses of cytokine expression clearly show that RU suppresses the major inflammatory and proarthritic mediators of macrophages ... HY, Huang HC, Ko CH, Yang LL, Chen YC: In vitro and in vivo inhibitory activities of rutin, wogonin, and quercetin on lipopolysaccharide-induced nitric oxide and prostaglandin E(2) production Eur...
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Báo cáo y học: " Newly described human polyomaviruses Merkel Cell, KI and WU are present in urban sewage and may represent potential environmental contaminants" potx
... Bofill-Mas et al., Newly described human polyomaviruses Merkel Cell, KI and WU are present in urban sewage and may represent potential environmental contaminants Virology Journal 2010, 7:141 ... typical levels of human fecal pollution, as shown by JCPyV and HAdV concentrations (Table 2) KIPyV and WUPyV were present in 1/8 and 2/8 sewage samples respectively while MCPyV was present in ... between infections with WU and KI polyomaviruses and respiratory disease J Clin Virol 2007, 40:307-311 14 Dalianis T, Ramqvist T, Andreasson K, Kean JM, Garcea RL: KI, WU and Merkel cell polyomaviruses: ...
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The cult of guangze zunwang and its religious network in the chinese diaspora, 19th century 2009
... prompted the establishment of Guangze Zunwang temples in the two host countries This study examines the cult of Guangze Zunwang and its religious network connecting Southeast China and the Chinese ... examines the cult of Guangze Zunwang and its religious network connecting Southeast China and the Chinese communities in Singapore and Malaysia as they overlap with the larger forces of In this ... local cults in general and the cult of Guangze Zunwang in particular continue to be the bond between the ethnic Chinese overseas and their ancestral homeland in Southeast China This study examines...
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Từ khóa: benchmarking datasets for human activity recognitionmodeling verification and testing using timed and hybrid automata§ 5 collective implied constitutive and obligatory recognition of statehood and admission to membership in the united nationschapter 18 using pocos and self tracking entities in wcf servicespatient with type 2 diabetes who is not using insulin and is not hyperglycemic in the hospitalhuman kdn deaminated neuraminic acid and its elevated expression in cancer cells mechanism and significanceflow energy flow and energy flow network in iron and steel enterprisedesign operations and guidelines for using the proposed hybrid neural fuzzy control chartchapter 5 mining web pages using natural language processing to understand human language summarize blog posts and morehuman activity and ecosystem healthland water and human activity on boreal watersheds• building a european facility to simulate the working of the human brain by developing and using supercomputers and neuromorphprobabilistic view based and modular models for human face recognitionpsychological and neural perspectives on human face recognitionactivity recognition and hand processing loopBáo cáo thực tập tại nhà thuốc tại Thành phố Hồ Chí Minh năm 2018đề thi thử THPTQG 2019 toán THPT chuyên thái bình lần 2 có lời giảiBiện pháp quản lý hoạt động dạy hát xoan trong trường trung học cơ sở huyện lâm thao, phú thọGiáo án Sinh học 11 bài 13: Thực hành phát hiện diệp lục và carôtenôitGiáo án Sinh học 11 bài 13: Thực hành phát hiện diệp lục và carôtenôitPhối hợp giữa phòng văn hóa và thông tin với phòng giáo dục và đào tạo trong việc tuyên truyền, giáo dục, vận động xây dựng nông thôn mới huyện thanh thủy, tỉnh phú thọNghiên cứu về mô hình thống kê học sâu và ứng dụng trong nhận dạng chữ viết tay hạn chếNghiên cứu khả năng đo năng lượng điện bằng hệ thu thập dữ liệu 16 kênh DEWE 5000Định tội danh từ thực tiễn huyện Cần Giuộc, tỉnh Long An (Luận văn thạc sĩ)Thiết kế và chế tạo mô hình biến tần (inverter) cho máy điều hòa không khíChuong 2 nhận dạng rui roTổ chức và hoạt động của Phòng Tư pháp từ thực tiễn tỉnh Phú Thọ (Luận văn thạc sĩ)BT Tieng anh 6 UNIT 2Tranh tụng tại phiên tòa hình sự sơ thẩm theo pháp luật tố tụng hình sự Việt Nam từ thực tiễn xét xử của các Tòa án quân sự Quân khu (Luận văn thạc sĩ)Giáo án Sinh học 11 bài 15: Tiêu hóa ở động vậtchuong 1 tong quan quan tri rui roGiáo án Sinh học 11 bài 14: Thực hành phát hiện hô hấp ở thực vậtBÀI HOÀN CHỈNH TỔNG QUAN VỀ MẠNG XÃ HỘIĐổi mới quản lý tài chính trong hoạt động khoa học xã hội trường hợp viện hàn lâm khoa học xã hội việt namHIỆU QUẢ CỦA MÔ HÌNH XỬ LÝ BÙN HOẠT TÍNH BẰNG KIỀM