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A Continuous Abnormal Speech Detection Method Based on Time Domain features Weighted
He Jun,Ji-chen Yang,Qing-hua Zhang,Guo-xi Sun,Jian-bing Xiong 보안공학연구지원센터 2014 International Journal of Control and Automation Vol.7 No.12
In this brief, a novel pathological continuous speech detection method based on time domain features weighted. First, different optimal threshold for time domain features, including zero crossing ratio, short-time energy and autocorrelation, are obtained from training speech data. Second, a difference evaluation technique is proposed, and with it, the difference of the same time domain feature selected from testing speech data and training speech data were obtained. Finally, to distinguish a given speech well, a novel weighting method based on difference evaluation for each kinds of time domain is employed, respectively. Experiments were conducted on the pathological speech database to prove the power and effectiveness of the proposed method. Results obtained shown that this method outperforms other early proposed time domain feature method, creating a more reliable technique for pathological continuous speech detection.
Qing-Hua Tian,Chun-Gen Wu,Quan-Ping Xiao,Cheng-Jian He,Yi-Feng Gu,Tao Wang,Ming-Hua Li 대한영상의학회 2014 Korean Journal of Radiology Vol.15 No.6
Glucocorticosteroid-induced osteoporosis is the most frequent of all secondary types of osteoporosis, and can increase the risk of vertebral compression fractures (VCFs). There are promising additions to current medical treatment for appropriately selected osteoporotic patients. Few studies have reported on the efficiency of percutaneous vertebroplasty (PVP) or kyphoplasty for whole thoracic and lumbar glucocorticosteroid-induced osteoporotic vertebral compression fractures. We report a case of a 67-year-old man with intractable pain caused by successional VCFs treated by PVP.
Xiao-Suo He,Yao-Dong Dai,Xiao-Tao He,Qing-Hua He Korean Nuclear Society 2024 Nuclear Engineering and Technology Vol.56 No.4
Information on isotopic composition and geometric structure is necessary for identifying a true warhead. Nevertheless, such classified information should be protected physically or electronically. With a novel Hash encryption algorithm, this paper presents a Monte Carlo-based design of a neutron activation analysis verification module. The verification module employs a thermal neutron source, a non-uniform mask (physically encrypting information about isotopic composition and geometric structure), a gamma detector array, and a Hash encryption algorithm (for electronic encryption). In the physical field, a non-uniform mask is designed to distort the characteristic gamma rays emitted by the inspected item. Furthermore, as part of the Hash algorithm, a key is introduced to encrypt the data and improve the system resolution through electronic design. In order to quantify the difference between items, Hamming distance is used, which allows data encryption and analysis simultaneously. Simulated inspections of simple objects are used to quantify system performance. It is demonstrated that the method retains superior resolution even with 1% noise level. And the performances of anti-statistical attack and anti-brute force cracking are evaluated and found to be very excellent. The verification method lays a solid foundation for nuclear disarmament verification in the upcoming era.
A Neural Network Aided Kalman Filtering Approach for SINS/RDSS Integrated Navigation
HE Xiao-feng,HU Xiao-ping,LU Liang-qing,TANG Kang-hua 한국항해항만학회 2006 한국항해항만학회 학술대회논문집 Vol.1 No.-
Kalman filtering (KF) is hard to be applied to the SINS (Strap-down Inertial Navigation System)/RDSS (Radio Determination Satellite Service) integrated navigation system directly because the time delay of RDSS positioning in active mode is random. BP (Back-Propagation) Neuron computing as a powerful technology of Artificial Neural Network (ANN), is appropriate to solve nonlinear problems such as the random time delay of RDSS without prior knowledge about the mathematical process involved. The new algorithm betakes a BP neural network (BPNN) and velocity feedback to aid KF in order to overcome the time delay of RDSS positioning. Once the BP neural network was trained and converged, the new approach will work well for SINS/RDSS integrated navigation. Dynamic vehicle experiments were performed to evaluate the performance of the system. The experiment results demonstrate that the horizontal positioning accuracy of the new approach is 40.62 m (1σ), which is better than velocity-feedback-based KF. The experimental results also show that the horizontal positioning error of the navigation system is almost linear to the positioning interval of RDSS within 5 minutes. The approach and its anti-jamming analysis will be helpful to the applications of SINS/RDSS integrated systems.
Hua He,Diqiu Liu,Nannan Zhang,Wei Zheng,Qing Han,Bo Ji,Feng Ge,Chaoyin Chen 한국유전학회 2014 Genes & Genomics Vol.36 No.4
Pathogenesis-related (PR) proteins play keyroles in plant responses to pathogens and abiotic stresses. In this study, nine novel PR genes were isolated from Liliumregale Wilson, which is a wild lily species of Chinawith high-level resistance to the soilborne fungal pathogenFusarium oxysporum f. sp. lilii, and homology analysisclassified them into the PR10 family. These novel LrPR10swere clustered together with PR10s from monocotyledonsin a phylogenetic tree, moreover, phylogenetic analysisdivided the nine LrPR10s into two groups. The main-chainconformation and folding patterns of the LrPR10s werehighly conserved with other plant PR10s. The expressionpatterns of the nine LrPR10s in L. regale during normaldevelopment were examined by QRT-PCR, and the transcriptionlevels of the LrPR10s were relatively high inroots. Furthermore, QRT-PCR analysis indicated that theexpression levels of LrPR10-1, LrPR10-2, LrPR10-5,LrPR10-6, and LrPR10-7 in L. regale roots were up-regulatedby two or more stress-related signaling moleculesincluding salicylic acid, jasmonic acid, ethylene, and H2O2,while the other four LrPR10s were repressed by these foursignaling molecules. In addition, five members of theLrPR10 gene family including LrPR10-2, LrPR10-4,LrPR10-5, LrPR10-6, LrPR10-7, and LrPR10-9 werestrongly induced by F. oxysporum in resistant L. regalecompared with the susceptible Lilium Oriental hybrid‘Siberia’. The other four LrPR10s were down-regulated byF. oxysporum infection. In summary, our results indicatethat the members of PR10 gene family are involved inL. regale defense responses against F. oxysporum f. sp. lilii.
He-hua Zhu,Shuai Zhou,Zhi-guo Yan,Woody Ju,Qing Chen 사단법인 한국계산역학회 2015 Computers and Concrete, An International Journal Vol.15 No.1
In general, cracks significantly deteriorate the in-situ performance of concrete members and structures, especially in urban metro tunnels that have been embedded in saturated soft soils. The microcapsule self-healing method is a newly developed healing method for repairing cracked concrete. To investigate the optimal microcapsule parameters that will have the best healing effect in concrete, a 3D analytical probability healing model is proposed; it is based on the microcapsule self-healing method’s healing mechanism, and its purpose is to predict the healing efficiency and healing probability of given cracks. The proposed model comprehensively considers the radius and the volume fraction of microcapsules, the expected healing efficiency, the parameters of cracks, the broken ratio and the healing probability. Furthermore, a simplified probability healing model is proposed to facilitate the calculation. Then, a Monte Carlo test is conducted to verify the proposed 3D analytical probability healing model. Finally, the influences of microcapsules’ parameters on the healing efficiency and the healing probability of the microcapsule self-healing method are examined in light of the proposed probability model.
Qing-Hua Tian,He-Fei Liu,Tao Wang,Ying-Sheng Cheng,Chun-Gen Wu 대한영상의학회 2019 Korean Journal of Radiology Vol.20 No.6
Objective: To report our initial experience of percutaneous sacroplasty (PSP) with an interpedicular approach for treating painful sacral metastases involving multiple sacral vertebral bodies. Materials and Methods: This study prospectively enrolled 10 consecutive patients (six men and four women; mean age, 56.3 ± 13.8 years) who underwent PSP for painful sacral metastases involving multiple sacral vertebral bodies from March 2017 to September 2018. Visual analogue scale (VAS) scores, Oswestry disability index (ODI) values, and the number of opioids prescribed to the patients were assessed before and after PSP. The procedure duration, length of hospitalization, and complications were also recorded. Results: Mean VAS and ODI declined significantly from 6.90 ± 1.20 and 74.40 ± 5.48 before the procedure to 2.70 ± 1.34 and 29.60 ± 14.57 after the procedure, respectively (p < 0.01). The median number of opioids prescribed per patient decreased from 2 (interquartile range [IQR] 1–3) pre-procedure to 1 (IQR 0–3) post-procedure (p < 0.01). Nine of the 10 patients showed no or decreased opioid usage, and only 1 patient showed unchanged usage. The mean procedure duration was 48.5 ± 3.0 minutes. The average length of hospitalization was 4.7 ± 1.7 days. Extraosseous cement leakage occurred in three cases without causing any clinical complications. Conclusion: PSP with an interpedicular approach is a safe and effective treatment in patients with painful sacral metastases involving multiple sacral vertebral bodies and can relieve pain and improve mobility.
Lian-He Yang,Shuang Ma,Qing-Chang Li,Hong-Tao Xu,Xin Wang,En-Hua Wang 대한영상의학회 2013 Korean Journal of Radiology Vol.14 No.6
Breast capillary hemangioma is a type of benign vascular tumor which is rarely seen. Little is known about its presentation on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). Here, we describe a case of suspicious breast lesion detected by DCE-MRI and pathologically confirmed as capillary hemangioma. Our case indicates that a small mass with a superficial location, clear boundary, and homogeneous enhancement on DCE-MRI indicates the possible diagnosis of hemangioma, whereby even the lesion presents a washout type curve.
Bing He,Yao Chen,Hua Zhang,Chunyan Xia,Qing Zhang,Wei Lin 한국원예학회 2018 Horticulture, Environment, and Biotechnology Vol.59 No.4
Light intensity and quality affect photosynthesis, plant morphology, and the synthesis of primary and secondary metabolites. Dysosma versipellis (Hance) M. Cheng is an endangered species endemic to China, and a highly valued medicinal and ornamental plant. In this study, we discuss the effects of different light spectrums conferred by colored plastic films on photosynthesis and the contents of active ingredients of D. versipellis. D. versipellis plants were cultured for 90 days under white, red, yellow, or blue film. The blue film treatment generally increased the chlorophyll content, photosynthetic rate (Pn), maximal photochemical efficiency of PSII (Fv/Fm), actual photochemical efficiency of PSII (ФPSII), photochemical quenching (qP), and the podophyllotoxin content of the rhizomes. The blue film treatment also decreased the maximum net photosynthetic rate (Amax), apparent photosynthetic quantum efficiency (AQY), and podophyllotoxin contents of the stems. The yellow film treatment resulted in a decline of the Amax, AQY, Fv/Fm, ФPSII, qP, chlorophyll contents, and podophyllotoxin contents of the leaves and rhizomes; however, the light compensation point (LCP), light saturation point, and minimum fluorescence (Fo) were increased. There were no significant differences in chlorophyll content, Amax, LCP, AQY, Fv/Fm, ФPSII, or qP between the white and red film treatments. These results suggest that in D. versipellis, blue film treatments promote photosynthesis and the accumulation of podophyllotoxin, while yellow film treatments inhibit photosynthesis and the accumulation of podophyllotoxin.