A robust feature extraction with optimized DBN-SMO for facial expression recognition

Multimedia Tools and Applications - Facial expression is the most common technique is used to convey the expressions of human beings. Due to different ethnicity and age, faces differ from one...     

Mechanical State Estimation for Overhead Transmission Lines With Level Spans

Electric power transmission lines face increased threats from malicious attacks and natural disasters. This underscores the need to develop new techniques to ensure safe and reliable transmission of electric power. This paper deals with the development of an online monitoring technique based on mechanical state estimation to determine the sag levels of overhead transmission lines in real time and hence determine if these lines are in normal physical condition or have been damaged or downed. A computational algorithm based on least squares state estimation is applied to the physical transmission line equations to determine the conductor sag levels from measurements of tension, temperature, and other transmission line conductor parameters. The estimated conductor sag levels are used to generate warning signals of vertical clearance violations in the energy management system. These warning signals are displayed to the operator to make appropriate decisions to maintain the line within the prescribed clearance limits and prevent potential cascading failures.      

Analysis of linkage between beta-lactoglobulin and J blood group system loci in cattle

Linkage between loci controlling variants of beta-lactoglobulin and blood groups of the J system in cattle was studied by means of stochastic genetic methods reported earlier. The studies were conducted on a herd of Black Pied cattle improved with Holstein sires; population genetic data were analyzed. A plot for lod score was constructed, and point (r - 0.28) and interval estimations of the coefficient of recombination were obtained. The results are in good agreement with earlier reported data on other subjects.     

The orthogenesis of atherosclerosis]

It has been ascertained that myofibroblasts penetrating the aortal intima from the medium layer because of its compensatory rearrangements in sites of wear and pull of the vascular wall when a fibrous plaque becomes a lipid one, get transformed in stages. Ordinarily elongated orderly arranged cells become spider-like ones, polymorphous, disintegrated cells. Lipid drops get accumulated in their cytoplasma. The above myofibroblasts were identified as Langhans' cells. Changes are reported in aortal intima plaques identical to those occurring in cell culture near the Ge?flik's [correction of Geuflick's] line. It means that accumulation of lipids in aortal plaques and atheromatous degeneration of the latter may be related to aging and necrosis of myofibroblasts which reach the Ge?flik's [correction of Geuflick's] line too soon in such sites of their compensatory proliferation as enlargements of fibrous tissue in the intima. Thus, atherosclerosis is to be regarded as quite a natural process, as reaction of re-arrangements of the vascular wall in sites of its premature wear. Prophylaxis of atherosclerosis is a problem of major social concern, which may be solved only through providing adequate conditions of work and life, cultivating a healthy life style.     

Evaluation of the effectiveness of continuous renal replacement therapy in critical patients after cardiovascular surgery

The efficacy of continuous methods of renal substitute therapy (RST) in patients with multiple organ failure is assessed. The patients were divided in 2 groups administered different types of PST. Group 1 were 16 patients subjected to RST by peritoneal dialysis, in group 2 (n = 16) GP and/or GDP were used. Hemodynamics, hematological and biochemical values, and clearance of inflammation mediators were monitored and hemohydrobalance and complications of therapy assessed in the course of RST. Both RST methods proved to be highly effective. The possibility of differentiated use of peritoneal dialysis and GP/GDP permits an individual approach to treatment, and equally high efficacy of both methods solves the problem of treating total renal insufficiency in the majority of patients with multiple organ failure following cardiovascular surgery.     

High extinction, broadband polarisers using long-period fibre gratings in few-mode fibres

Long-period fibre gratings in specially designed birefringent few-mode fibres are used to demonstrate spectrally flat polarisers with bandwidths of 10 nm and polarisation extinction levels of 20 dB. This is enabled by the special dispersive properties of few-mode fibres, yielding fibre polarisers with performance approaching that of bulk-optic devices.