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Research And Design Of The Rehabilitation Platform Based On The The Kinect Motion Of Acquisition

Posted on:2014-12-01Degree:MasterType:Thesis
Country:ChinaCandidate:J HuangFull Text:PDF
GTID:2268330401965798Subject:Computer technology
Abstract/Summary:PDF Full Text Request
Computer vision in the modern information technology industry has been rapiddevelopment, technical analysis based on the image content analysis has beensuccessfully used in transportation vehicles, the detection of industrial products,agricultural pest control, interactive advertising machine, visual intercom and medicaldisease detection and other fields occasions. In the field of medical rehabilitationrobot-assisted rehabilitation and human support rehabilitation in two ways.Robot-assisted rehabilitation system because of its expensive maintenance and the highcost of a single intelligence in the actual popularization and application of market bleak;assisted rehabilitation is the best choice for the rehabilitation of patients, but in reality tobe rehabilitation patients need rehabilitation coach lofty on the supply side. Provide arehabilitation effect at the same time meet the rehabilitation of patients with the abilityto buy and easy to use system is an important topic in the field of rehabilitation.In this paper, the above problem, computer vision, the core of the problem-solvingand equipment acquisition through Kinect the spatial depth map of the patients, thereconstruction of patient rehabilitation action flow. The system set the two sports role: arehabilitation coach and rehabilitation patients, doctor patient rehabilitation progressreport feedback to the assessment of the stream through its demonstration and trainingactions. Client developed another system and WEB version management end to therehabilitation process, role the Kinect depth acquisition-based rehabilitation model andprocesses. The specific content is as follows:The method of rehabilitation, rehabilitation based on the depth of vision technology.The method through the analysis of the depth of image motion in computer vision,collected from the flow of human movement rehabilitation action. To establishrehabilitation of positive and negative sample collected by the movement of the tworoles of rehabilitation coaches and rehabilitation patients.Rehabilitation of office flow, three roles interact rehabilitation office businessmodel. The office business model to the integration of the three roles in therehabilitation process: doctors, patients, rehabilitation coach to the training process. And role-based permissions management system designed for business functions.Flow similarity assessment study rehabilitation collecting positive and negativeaction, action fusion DWT algorithm and hidden Markov model flow similarityassessment algorithm, an effective solution to the problem of assessment of the effectsof patient training, to provide confidence to the doctor The high output of results.3D modeling and scene study rehabilitation training system to build a system forvisual rehabilitation action flow through animated characters in a3D scene to reproducethe rehabilitation of the same scene, the realization of innovative multi-terminal offsitetraining effect.
Keywords/Search Tags:Microsoft Kinect, Motion Collection, Rehabilitation, EnvironmentalDepth, Similarity Assessment, OGRE
PDF Full Text Request
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