Mathematical Approach and Results of Viola Jones Face Detection Method

The fundamental rule of this methodology is to scan a sub-window fit for recognizing faces across a given input image. The standard image processing approach is rescale the input image to various sizes and afterward run the fixed size detector through these images. As opposed to the standard methodology Viola-Jones rescale the detector rather than the input image and run the detector ordinarily through the image – each time with an various size. The drawback of the previous work was that the accuracy level of detecting the human face was not very high. This approach tries to find out an automatic human face detection system that can detect  the faces and eyes and calculates the accuracy

A Hybrid Approach for Detecting Human Face using Viola Jones Method

This paper describes the Viola Jones methodology for detecting the human face.This work manages single face. This work sectioned the faces and eyes from a specific picture utilizing image handling strategy in Matlab which is best technique for discovery of human faces and eyes. The face can be effectively recognized with this technique. Likewise portion the face from generally picture and afterward fragment the eyes from entire picture. Here the precision of the planned framework can be determined. The total framework is appeared in a block diagram. Also, result is appeared in a table. The precision of framework can be determined and it will shows that face detection accuracy is 100% however the eyes segmented accuracy is 70%

Sensitization, energy transfer and infra-red emission decay modulation in Yb3+-doped NaYF4 nanoparticles with visible light through a perfluoroanthraquinone chromophore

The authors thank Dr. R. Wilson for XRD measurements. H.L., Y.P., H.Y., J.H. and H.G. are funded by the China Scholarship Council (CSC) and Queen Mary University of London. H. L. also would like to thank the support from China Postdoctoral Science Foundation Funded Project (2017M611440). I.H. acknowledges funding from the Ministerio de Economía y Competitividad (grant MAT2016-80438-P), the EU FP7 (Marie Curie-CIG-Grant 303535). WPG would like to thank EPSRC for support (EP/K004484/1 and EP/L020114/1) and NSFC (61574095). X.C. was supported by the Centre of Excellence in Medical Engineering funded by the Wellcome Trust and EPSRC under grant number WT088641/Z/09/Z. We are grateful to the EPSRC UK NMSF at Swansea University for mass spectrometry

The role of rock joint frictional strength in the containment of fracture propagation

The fracturing phenomenon within the reservoir environment is a complex process that is controlled by several factors and may occur either naturally or by artificial drivers. Even when deliberately induced, the fracturing behaviour is greatly influenced by the subsurface architecture and existing features. The presence of discontinuities such as joints, artificial and naturally occurring faults and interfaces between rock layers and microfractures plays an important role in the fracturing process and has been known to significantly alter the course of fracture growth. In this paper, an important property (joint friction) that governs the shear behaviour of discontinuities is considered. The applied numerical procedure entails the implementation of the discrete element method to enable a more dynamic monitoring of the fracturing process, where the joint frictional property is considered in isolation. Whereas fracture propagation is constrained by joints of low frictional resistance, in non-frictional joints, the unrestricted sliding of the joint plane increases the tendency for reinitiation and proliferation of fractures at other locations. The ability of a frictional joint to suppress fracture growth decreases as the frictional resistance increases; however, this phenomenon exacerbates the influence of other factors including in situ stresses and overburden conditions. The effect of the joint frictional property is not limited to the strength of rock formations; it also impacts on fracturing processes, which could be particularly evident in jointed rock masses or formations with prominent faults and/or discontinuities

The cell culture expansion of bone marrow stromal cells from humans with spinal cord injury: implications for future cell transplantation therapy.

STUDY DESIGN: Previous studies have shown that transplantation of bone marrow stromal cells (MSCs) in animal models of spinal cord injury (SCI) encourages functional recovery. Here, we have examined the growth in cell culture of MSCs isolated from individuals with SCI, compared with non-SCI donors. SETTING: Centre for Spinal Studies, Midland Centre for Spinal Injuries, RJAH Orthopaedic Hospital, Oswestry, UK. METHODS: Bone marrow was harvested from the iliac crest of donors with long-term SCI (>3 months, n=9) or from non-SCI donors (n=7). Mononuclear cells were plated out into tissue culture flasks and the adherent MSC population subsequently expanded in monolayer culture. MSC were passaged by trypsinization at 70% confluence and routinely seeded into new flasks at a density of 5 x 10(3) cells per cm(2). Expanded cell cultures were phenotypically characterized by CD-immunoprofiling and by their differentiation potential along chondrocyte, osteoblast and adipocyte lineages. The influence of cell-seeding density on the rate of cell culture expansion and degree of cell senescence was examined in separate experiments. RESULTS: In SCI, but not in non-SCI donors the number of adherent cells harvested at passage I was age-related. The proliferation rate (culture doubling times) between passages I and II was significantly greater in cultures from SCI donors with cervical lesions than in those with thoracic lesions. There was no significant difference, however, in either the overall cell harvests at passages I or II or in the culture doubling times between SCI and non-SCI donors. At passage II, more than 95% of cells were CD34-ve, CD45-ve and CD105+ve, which is characteristic of human MSC cultures. Furthermore, passage II cells differentiated along all three mesenchymal lineages tested. Seeding passage I-III cells at cell densities lower than 5 x 10(3) cells per cm(2) significantly reduced culture doubling times and significantly increased overall cell harvests while having no effect on cell senescence. CONCLUSION: MSCs from individuals with SCI can be successfully isolated and expanded in culture; this is encouraging for the future development of MSC transplantation therapies to treat SCI. Age, level of spinal injury and cell-seeding density were all found to relate to the growth kinetics of MSC cultures in vitro, albeit in a small sample group. Therefore, these factors should be considered if either the overall number or the timing of MSC transplantations post-injury is found to relate to functional recovery

Molecular imaging of inflammation and intraplaque vasa vasorum: A step forward to identification of vulnerable plaques?

Current developments in cardiovascular biology and imaging enable the noninvasive molecular evaluation of atherosclerotic vascular disease. Intraplaque neovascularization sprouting from the adventitial vasa vasorum has been identified as an independent predictor of intraplaque hemorrhage and plaque rupture. These intraplaque vasa vasorum result from angiogenesis, most likely under influence of hypoxic and inflammatory stimuli. Several molecular imaging techniques are currently available. Most experience has been obtained with molecular imaging using positron emission tomography and single photon emission computed tomography. Recently, the development of targeted contrast agents has allowed molecular imaging with magnetic resonance imaging, ultrasound and computed tomography. The present review discusses the use of these molecular imaging techniques to identify inflammation and intraplaque vasa vasorum to identify vulnerable atherosclerotic plaques at risk of rupture and thrombosis. The available literature on molecular imaging techniques and molecular targets associated with inflammation and angiogenesis is discussed, and the clinical applications of molecular cardiovascular imaging and the use of molecular techniques for local drug delivery are addressed

The Distribution of Toxoplasma gondii Cysts in the Brain of a Mouse with Latent Toxoplasmosis: Implications for the Behavioral Manipulation Hypothesis

reportedly manipulates rodent behavior to enhance the likelihood of transmission to its definitive cat host. The proximate mechanisms underlying this adaptive manipulation remain largely unclear, though a growing body of evidence suggests that the parasite-entrained dysregulation of dopamine metabolism plays a central role. Paradoxically, the distribution of the parasite in the brain has received only scant attention. at six months of age and examined 18 weeks later. The cysts were distributed throughout the brain and selective tropism of the parasite toward a particular functional system was not observed. Importantly, the cysts were not preferentially associated with the dopaminergic system and absent from the hypothalamic defensive system. The striking interindividual differences in the total parasite load and cyst distribution indicate a probabilistic nature of brain infestation. Still, some brain regions were consistently more infected than others. These included the olfactory bulb, the entorhinal, somatosensory, motor and orbital, frontal association and visual cortices, and, importantly, the hippocampus and the amygdala. By contrast, a consistently low incidence of tissue cysts was recorded in the cerebellum, the pontine nuclei, the caudate putamen and virtually all compact masses of myelinated axons. Numerous perivascular and leptomeningeal infiltrations of inflammatory cells were observed, but they were not associated with intracellular cysts. distribution stems from uneven brain colonization during acute infection and explains numerous behavioral abnormalities observed in the chronically infected rodents. Thus, the parasite can effectively change behavioral phenotype of infected hosts despite the absence of well targeted tropism

Mourning and melancholia revisited: correspondences between principles of Freudian metapsychology and empirical findings in neuropsychiatry

Freud began his career as a neurologist studying the anatomy and physiology of the nervous system, but it was his later work in psychology that would secure his place in history. This paper draws attention to consistencies between physiological processes identified by modern clinical research and psychological processes described by Freud, with a special emphasis on his famous paper on depression entitled 'Mourning and melancholia'. Inspired by neuroimaging findings in depression and deep brain stimulation for treatment resistant depression, some preliminary physiological correlates are proposed for a number of key psychoanalytic processes. Specifically, activation of the subgenual cingulate is discussed in relation to repression and the default mode network is discussed in relation to the ego. If these correlates are found to be reliable, this may have implications for the manner in which psychoanalysis is viewed by the wider psychological and psychiatric communities

Intraperitoneal drain placement and outcomes after elective colorectal surgery: international matched, prospective, cohort study

Despite current guidelines, intraperitoneal drain placement after elective colorectal surgery remains widespread. Drains were not associated with earlier detection of intraperitoneal collections, but were associated with prolonged hospital stay and increased risk of surgical-site infections.Background Many surgeons routinely place intraperitoneal drains after elective colorectal surgery. However, enhanced recovery after surgery guidelines recommend against their routine use owing to a lack of clear clinical benefit. This study aimed to describe international variation in intraperitoneal drain placement and the safety of this practice. Methods COMPASS (COMPlicAted intra-abdominal collectionS after colorectal Surgery) was a prospective, international, cohort study which enrolled consecutive adults undergoing elective colorectal surgery (February to March 2020). The primary outcome was the rate of intraperitoneal drain placement. Secondary outcomes included: rate and time to diagnosis of postoperative intraperitoneal collections; rate of surgical site infections (SSIs); time to discharge; and 30-day major postoperative complications (Clavien-Dindo grade at least III). After propensity score matching, multivariable logistic regression and Cox proportional hazards regression were used to estimate the independent association of the secondary outcomes with drain placement. Results Overall, 1805 patients from 22 countries were included (798 women, 44.2 per cent; median age 67.0 years). The drain insertion rate was 51.9 per cent (937 patients). After matching, drains were not associated with reduced rates (odds ratio (OR) 1.33, 95 per cent c.i. 0.79 to 2.23; P = 0.287) or earlier detection (hazard ratio (HR) 0.87, 0.33 to 2.31; P = 0.780) of collections. Although not associated with worse major postoperative complications (OR 1.09, 0.68 to 1.75; P = 0.709), drains were associated with delayed hospital discharge (HR 0.58, 0.52 to 0.66; P < 0.001) and an increased risk of SSIs (OR 2.47, 1.50 to 4.05; P < 0.001). Conclusion Intraperitoneal drain placement after elective colorectal surgery is not associated with earlier detection of postoperative collections, but prolongs hospital stay and increases SSI risk