Segmenting Motion Capture Data Using a Qualitative Analysis

Many interactive 3D games utilize motion capture for both character animation and user input. These applications require short, meaningful sequences of data. Manually producing these segments of motion capture data is a laborious, time-consuming process that is impractical for real-time applications. We present a method to automatically produce semantic segmentations of general motion capture data by examining the qualitative properties that are intrinsic to all motions, using Laban Movement Analysis (LMA). LMA provides a good compromise between high-level semantic features, which are difficult to extract for general motions, and lowlevel kinematic features, which often yield unsophisticated segmentations. Our method finds motion sequences which exhibit high output similarity from a collection of neural networks trained with temporal variance. We show that segmentations produced using LMA features are more similar to manual segmentations, both at the frame and the segment level, than several other automatic segmentation methods

The influence of antyhypertensive therapy of valsartan and fixed combination with hydrochlorothiazide use on pulse-wave velocity and central arterial pressure in patients with arterial hypertension of 1-2 grades in international VICTORY clinical trial

Objective - to explore influence of valsartan monotherapy use and its use in combination with hydrochlorothiazide (HCTZ) on pulse-wave velocity (PWV) and central arterial pressure (CAP) in patients with arterial hypertension (AH) of 1-2 grades in international VICTORY clinical trial. Materials and methods. The international multicenter prospective randomized clinical study VICTORY that lasted for 16 weeks included patients with 1-2 grades AH. In patients who previously received antihypertensive therapy a 7 days washout period was carried out. All patients started their therapy with 80 mg valsartan (Valsacor®, KRKA, Slovenia); in Russia the starter dose of Valsacor®, KRKA was 160 mg in previously treated patients that did not influence the study results. If after 4 weeks of treatment BP was more than 140/90 mm hg (more than 130/80 mm hg in high risk patients or in diabetes mellitus patients) the dose of valsartan was increased to 160 mg (320 mg in Russia) or diuretic in fixed combination with valsartan was added (160 mg valsartan/12.5 mg HCTZ): Valsacor® H 160 (KRKA, Slovenia). If target BP after 8 weeks of treatment was not reached valsartan dose was increased to 320 mg or fixed combination of valsartan and diuretic (160 mg/12.5 mg) was used. If target BP after 12 weeks of treatment was not reached - valsartan and diuretic 320 mg/12.5 mg were used. PWV and CAP (SphygmoCor®, AtCorMedical) were assessed at baseline and after 16 weeks of treatment. The primary endpoints were assessment of the impact of studied medications on aortic stiffness, aortic augmentation index and comparison of absolute medians of reached central and peripheral BP reduction with baseline value. Results. Of 365 patients included in the study 74 were included in PWV and CAP study subgroup. Valsartan and its combination with HCTZ were effective in CBP reduction. The mean absolute reduction of central systolic and diastolic BP after 16 weeks of treatment was 19.7±12.9 mm hg and 13.9±8.5 mm hg, respectively (

Effect of electroslag remelting on the non-metallic inclusions in H11 tool steel

We have studied the effect of electroslag remelting on the content and composition of non-metallic inclusions. It was found that a decrease in the non-metallic inclusion content occurred during the electroslag remelting. A change in the chemical composition of the non-metallic inclusions was observed, while the aluminum and calcium contents were increased. The complexity of the inclusions also increased, as there were fewer single-phase inclusions after the electroslag remelting process. Based on the results and a thermodynamic assessment of the formation of the non-metallic inclusions, a mechanism for inclusion behavior during electroslag remelting has been proposed