Human Motion Analysis Based on Sequential Modeling of Radar Signal and Stereo Image Features

Falls are one of the greatest threats to elderly health in their daily living routines and activities. Therefore, it is very important to detect falls of an elderly in a timely and accurate manner, so that immediate response and proper care can be provided, by sending fall alarms to caregivers. Radar is an effective non-intrusive sensing modality which is well suited for this purpose, which can detect human motions in all types of environments, penetrate walls and fabrics, preserve privacy, and is insensitive to lighting conditions. Micro-Doppler features are utilized in radar signal corresponding to human body motions and gait to detect falls using a narrowband pulse-Doppler radar. Human motions cause time-varying Doppler signatures, which are analyzed using time-frequency representations and matching pursuit decomposition (MPD) for feature extraction and fall detection. The extracted features include MPD features and the principal components of the time-frequency signal representations. To analyze the sequential characteristics of typical falls, the extracted features are used for training and testing hidden Markov models (HMM) in different falling scenarios. Experimental results demonstrate that the proposed algorithm and method achieve fast and accurate fall detections. The risk of falls increases sharply when the elderly or patients try to exit beds. Thus, if a bed exit can be detected at an early stage of this motion, the related injuries can be prevented with a high probability. To detect bed exit for fall prevention, the trajectory of head movements is used for recognize such human motion. A head detector is trained using the histogram of oriented gradient (HOG) features of the head and shoulder areas from recorded bed exit images. A data association algorithm is applied on the head detection results to eliminate head detection false alarms. Then the three dimensional (3D) head trajectories are constructed by matching scale-invariant feature transform (SIFT) keypoints in the detected head areas from both the left and right stereo images. The extracted 3D head trajectories are used for training and testing an HMM based classifier for recognizing bed exit activities. The results of the classifier are presented and discussed in the thesis, which demonstrates the effectiveness of the proposed stereo vision based bed exit detection approach.

Solid Waste Management And Regulations in the Marshall Islands

The Marshall Islands, a small island developing nation, has a significant solid waste problem. The atoll environment of the Majuro, the capital of the Marshall Islands, is one of scarce land and overpopulation. Increasing Western influences has been a major factor in this solid waste problem. This problem has created health issues and is an impediment to the development of a tourism industry, which is essential to the development of economic opportunities. Responsibility for solid waste management in Majuro is divided between several governmental and non-governmental agencies. This system is dysfunctional as there is little or no cooperation between the agencies. Although many consultants have developed recommendations, no action has been taken. Developing an action plan to consolidate solid waste management under one authority is important to solving of this solid waste problem. This project proposes legislation creating a solid waste management authority that will have the power to regulate all aspects of solid waste and help implement education and awareness to the people of the Marshall Islands.

Contemplative Education CenterStage: Training the Mindful Performer

In the late 20th century and early 21st century, contemplative education/studies courses, concentrations, and initiatives have emerged in the academy. Although there has been significant discussion of postsecondary courses and programs that have integrated contemplative views and practices in the literature, there have been few studies of contemplative curricula and pedagogy in higher education. Additionally, there have been even fewer inquiries of the influence of contemplative education on performing arts training within conservatories and college and university departments. The aim of this qualitative study was two-fold: (1) to describe, interpret, and appraise the impact of contemplative education on the curricula of an interdisciplinary conservatory level performing arts program, MFA Contemporary Performance, at Naropa University; and (2) to disclose, compare, and analyze MFA student perceptions of the influence of contemplative education on their professional and personal development. The following questions guided this study: (1) How do faculty and students characterize contemplative education within the MFA in Theater: Contemporary Performance Program? (2) How does contemplative education impact the intended and operational curricula of courses within the MFA Contemporary Performance Program? (3) How do graduate students perceive the effects of contemplative education, offered by the MFA Contemporary Performance Program, on the development of their communication abilities, presence-in-performance, sociolinguistic perspectives, and aesthetic perspectives? Based on the research methodology of educational criticism and connoisseurship, this investigation provides a vivid description and interpretation of the intended and operational curricula of three core courses within the MFA program. These curricula were examined through five dimensions: intentional, curricular, pedagogical, structural, and evaluative. In order to shape our understanding of the contemplative and performative nature of the curricula, the significant and subtle qualities of the courses were further captured by preparation, context-building, reflective, showing, and closing conventions. Since the courses were grounded in postmodern view, they were evaluated according to Doll's criteria of richness, recursion, relations, and rigor for the evaluation of postmodern curricula. MFA first- and second-year students primarily characterized contemplative education as body/mind training for performance and personal development, sitting meditation, and cultivation of mindfulness and awareness. Student perceptions of the impact of contemplative education on the development of their communication abilities, presence-in-performance, sociolinguistic perspectives, and aesthetic perspectives, throughout the course of their two-year training, are presented in a dimensional analysis. The research reveals eight different themes that intersect the three core curricula and interviews with MFA students and faculty. These thematics include inclusivity, nowness, silence, improvisation, goodness, heart, training, and space. The beginning letter of each theme combines to form the acronym, insights. The framework of insights connects and illuminates the most potent aspects of MFA Contemporary Performance values and training.

The Dilemma of Obesity Stigma in Psychotherapy

This paper explores the ways in which the growth of obesity in the United States is likely to impact psychotherapy, particularly in its implications for the management and awareness of obesity stigma in therapists' work with obese clients. Obesity poses a dilemma because no element of an individual's identity should be stigmatized in psychotherapy, and yet obesity impacts the individual's physical health and psychological well-being (Ogden & Clementi, 2010). As stigma specific to obesity is only beginning to be understood, the purpose of this paper is to examine obesity stigma through the lens of Erving Goffman's (1963) theories put forth in his book Stigma: Notes on the Management of Spoiled Identity. A case example is offered as a means of understanding the therapeutic issue of weight loss and psychotherapy with an obese client, particularly from the standpoint of Acceptance and Commitment Therapy.

Identity Entrepreneurs

In my previous article Racial Capitalism, I examined the ways in which white individuals and predominantly white institutions derive value from non-white racial identity. This process flows from our intense social and legal preoccupation with diversity. And it results in the commodification of non-white racial identity, with negative implications for both individuals and society. This Article picks up where Racial Capitalism left off in three ways. As a foundation, it first expands the concept of racial capitalism to identity categories more generally, explaining that individual in-group members and predominantly in-group institutions — usually individuals or institutions that are white, male, straight, wealthy, and so on — can and do derive value from out-group identities. Second, the Article turns from the overarching system of identity capitalism to the myriad ways that individual out-group members actively participate in that system. In particular, I examine how out-group members leverage their out-group status to derive social and economic value for themselves. I call such out-group participants identity entrepreneurs. Identity entrepreneurship is neither inherently good nor inherently bad. Rather, it is a complicated phenomenon with both positive and negative consequences. Finally, the Article considers the appropriate response to identity entrepreneurship. We should design laws and policies to maximize both individual agency and access to information for out-group members. Such reforms would protect individual choice while making clear the consequences of identity entrepreneurship both for individual identity entrepreneurs and for the out-group as a whole. A range of legal doctrines interact with and influence identity entrepreneurship, including employment discrimination under Title VII, rights of privacy and publicity, and intellectual property. Modifying these doctrines to take account of identity entrepreneurship will further progress toward an egalitarian society in which in-group and out-group identities are valued equally.

Paddlefish Management in Missouri

Paddlefish populations have begun to decline throughout their historic range but are still found in 22 states in the southeastern and midwestern United States. This capstone project investigates problems facing paddlefish management including, pollution, habitat loss, poaching, and the illegal caviar trade. A combination of four management options is beneficial for the species by increasing public knowledge and awareness of what paddlefish require for survival, allowing paddlefish to be used as a natural resource. After comparing a typical state paddlefish management plan and the plan developed and used in Missouri, it is apparent that a national paddlefish management plan template is necessary for affected states. A plan provides direction for effectively maintaining paddlefish stocks, according to state specific management goals.

Protecting Children: The United States Did Not Get the Lead Out

The lack of education and awareness of the potential of lead based paint hazards in residents across the United States is still a problem today. Simple educational tools and regulation changes can protect children who are at risk from being harmed by this hazard. Currently, there is inadequate outreach to educate the general public about lead based paint. A questionnaire was provided to families that have children under the age of seven and that live in residences built prior to 1978. The research and questionnaires confirm that more education, as well as regulation changes, is needed to keep children safe from lead paint hazards.

Development of a Household Pharmaceutical Waste Collection Program for Atlanta, Georgia: An Analysis of Risk Factors and Public Awareness with a Comprehensive Collection Plan

Decades of mixed messages from three federal agencies left many Americans unaware of the hazards associated with the indiscriminate disposal of unwanted or expired medicines. For this Capstone project, a systematic review of state and federal regulations was undertaken to determine how these laws obstruct household pharmaceutical waste collection. In addition, a survey of 654 Atlanta residents was conducted to evaluate unwanted medicine disposal habits, awareness of pharmaceutical compounds being detected in drinking water, surface, and ground waters, and willingness to participate in a household pharmaceutical waste collection program. Survey responses were tabulated to provide overall results and by age group, gender, and race. A household pharmaceutical waste collection plan was developed for the city and included as an appendix.