Arthur G. Money

Video summarisation: A conceptual framework and survey of the state of the art

Video summaries provide condensed and succinct representations of the content of a video stream through a combination of still images, video segments, graphical representations and textual descriptors. This paper presents a conceptual framework for video summarisation derived from the research literature and used as a means for surveying the research literature. The framework distinguishes between video summarisation techniques (the methods used to process content from a source video stream to achieve a summarisation of that stream) and video summaries (outputs of video summarisation techniques). Video summarisation techniques are considered within three broad categories: internal (analyse information sourced directly from the video stream), external (analyse information not sourced directly from the video stream) and hybrid (analyse a combination of internal and external information). Video summaries are considered as a function of the type of content they are derived from (object, event, perception or feature based) and the functionality offered to the user for their consumption (interactive or static, personalised or generic). It is argued that video summarisation would benefit from greater incorporation of external information, particularly user based information that is unobtrusively sourced, in order to overcome longstanding challenges such as the semantic gap and providing video summaries that have greater relevance to individual users.

Analysing user physiological responses for affective video summarisation

Abstract Video summarisation techniques aim to abstract the most significant content from a video stream. This is typically achieved by processing low-level image, audio and text features which are still quite disparate from the high-level semantics that end users identify with (the ‘semantic gap’). Physiological responses are potentially rich indicators of memorable or emotionally engaging video content for a given user. Consequently, we investigate whether they may serve as a suitable basis for a video summarisation technique by analysing a range of user physiological response measures, specifically electro-dermal response (EDR), respiration amplitude (RA), respiration rate (RR), blood volume pulse (BVP) and heart rate (HR), in response to a range of video content in a variety of genres including horror, comedy, drama, sci-fi and action. We present an analysis framework for processing the user responses to specific sub-segments within a video stream based on percent rank value normalisation. The application of the analysis framework reveals that users respond significantly to the most entertaining video sub-segments in a range of content domains. Specifically, horror content seems to elicit significant EDR, RA, RR and BVP responses, and comedy content elicits comparatively lower levels of EDR, but does seem to elicit significant RA, RR, BVP and HR responses. Drama content seems to elicit less significant physiological responses in general, and both sci-fi and action content seem to elicit significant EDR responses. We discuss the implications this may have for future affective video summarisation approaches.

Fall prevention intervention technologies

In recent years, an ever increasing range of technology-based applications have been developed with the goal of assisting in the delivery of more effective and efficient fall prevention interventions. Whilst there have been a number of studies that have surveyed technologies for a particular sub-domain of fall prevention, there is no existing research which surveys the full spectrum of falls prevention interventions and characterises the range of technologies that have augmented this landscape. This study presents a conceptual framework and survey of the state of the art of technology-based fall prevention systems which is derived from a systematic template analysis of studies presented in contemporary research literature. The framework proposes four broad categories of fall prevention intervention system: Pre-fall prevention; Post-fall prevention; Fall injury prevention; Cross-fall prevention. Other categories include, Application type, Technology deployment platform, Information sources, Deployment environment, User interface type, and Collaborative function. After presenting the conceptual framework, a detailed survey of the state of the art is presented as a function of the proposed framework. A number of research challenges emerge as a result of surveying the research literature, which include a need for: new systems that focus on overcoming extrinsic falls risk factors; systems that support the environmental risk assessment process; systems that enable patients and practitioners to develop more collaborative relationships and engage in shared decision making during falls risk assessment and prevention activities. In response to these challenges, recommendations and future research directions are proposed to overcome each respective challenge.

e-Government online forms: design guidelines for older adults in Europe

This paper reports on the findings of Delivering Inclusive Access to Disabled and Elderly Members of the community (DIADEM), a 3-year project, funded by the European Commission’s Sixth Framework Programme, to assist older adults when accessing, completing, and submitting online forms, by developing web-based assistive technologies that adapt the online form according to users’ needs. A user-centred approach is adopted to gain insights into the challenges faced by 80 older adults in three European countries as they interact with a representative sample of public service-based online forms. A thematic analysis is then carried out on the data, which revealed five over-arching themes that relate to the challenges faced by users: assistance, trust, layout, the technology paradigm, and language. From these themes, 23 online form design guidelines are derived, which provide valuable guidance for the development of the DIADEM application and for e-Government online form design for an ageing population in general.

ELVIS: Entertainment-led video summaries

Video summaries present the user with a condensed and succinct representation of the content of a video stream. Usually this is achieved by attaching degrees of importance to low-level image, audio and text features. However, video content elicits strong and measurable physiological responses in the user, which are potentially rich indicators of what video content is memorable to or emotionally engaging for an individual user. This article proposes a technique that exploits such physiological responses to a given video stream by a given user to produce Entertainment-Led VIdeo Summaries (ELVIS). ELVIS is made up of five analysis phases which correspond to the analyses of five physiological response measures: electro-dermal response (EDR), heart rate (HR), blood volume pulse (BVP), respiration rate (RR), and respiration amplitude (RA). Through these analyses, the temporal locations of the most entertaining video subsegments, as they occur within the video stream as a whole, are automatically identified. The effectiveness of the ELVIS technique is verified through a statistical analysis of data collected during a set of user trials. Our results show that ELVIS is more consistent than RANDOM, EDR, HR, BVP, RR and RA selections in identifying the most entertaining video subsegments for content in the comedy, horror/comedy, and horror genres. Subjective user reports also reveal that ELVIS video summaries are comparatively easy to understand, enjoyable, and informative.

Occupational Therapists’ Views on Using a Virtual Reality Interior Design Application Within the Pre-Discharge Home Visit Process

Background A key role of Occupational Therapists (OTs) is to carry out pre-discharge home visits (PHV) and propose appropriate adaptations to the home environment in order to enable patients to function independently after hospital discharge. However, research shows that more than 50% of specialist equipment installed as part of home adaptations is not used by patients. A key reason for this is that decisions about home adaptations are often made without adequate collaboration and consultation with the patient. Consequently, there is an urgent need to seek out new and innovative uses of technology to facilitate patient/practitioner collaboration, engagement, and shared decision making in the PHV process. Virtual reality interior design applications (VRIDAs) primarily allow users to simulate the home environment and visualize changes prior to implementing them. Customized VRIDAs, which also model specialist occupational therapy equipment, could become a valuable tool to facilitate improved patient/practitioner collaboration, if developed effectively and integrated into the PHV process. Objective The intent of the study was to explore the perceptions of OTs with regard to using VRIDAs as an assistive tool within the PHV process. Methods Task-oriented interactive usability sessions, utilizing the think-aloud protocol and subsequent semi-structured interviews were carried out with seven OTs who possessed significant experience across a range of clinical settings. Template analysis was carried out on the think-aloud and interview data. Analysis was both inductive and driven by theory, centering around the parameters that impact upon the acceptance, adoption, and use of this technology in practice as indicated by the Technology Acceptance Model (TAM). Results OTs’ perceptions were identified relating to three core themes: (1) perceived usefulness (PU), (2) perceived ease of use (PEoU), and (3) actual use (AU). Regarding PU, OTs believed VRIDAs had promising potential to increase understanding, enrich communication and patient involvement, and improve patient/practitioner shared understanding. However, it was unlikely that VRIDAs would be suitable for use with cognitively impaired patients. For PEoU, all OTs were able to use the software and complete the tasks successfully; however, participants noted numerous specialist equipment items that could be added to the furniture library. AU perceptions were positive regarding use of the application across a range of clinical settings including children/young adults, long-term conditions, neurology, older adults, and social services. However, some “fine tuning” may be necessary if the application is to be optimally used in practice. Conclusions Participants perceived the use of VRIDAs in practice would enhance levels of patient/practitioner collaboration and provide a much needed mechanism via which patients are empowered to become more equal partners in decisions made about their care. Further research is needed to explore patient perceptions of VRIDAs, to make necessary customizations accordingly, and to explore deployment of the application in a collaborative patient/practitioner-based context.

Modelling bi‐directional research: a fresh approach to stakeholder theory

Purpose – While Freemans stakeholder management approach has attracted much attention from both scholars and practitioners, little empirical work has considered the interconnectedness of organisational perspectives and stakeholder perspectives. The purpose of this paper is to respond to this gap by developing and empirically testing a bi‐directional model of organisation/stakeholder relationships.Design/methodology/approach – A conceptual framework is developed that integrates how stakeholders are affected by organisations with how they affect organisations. Quantitative data relating to both sides of the relationship are obtained from 700 customers of a European service organisation and analysed using partial least squares structural equation modelling technique.Findings – The findings provide empirical support for the notion of mutual dependency between organisations and stakeholders as advocated by stakeholder theorists. The results suggest that the way stakeholders relate to organisations is dependen...

Occupational therapists’ perceptions about the clinical utility of the 3D interior design software

Purpose: The 3D interior design software (3DIDS) is a technology, which primarily allows users to simulate their homes and visualize any changes prior to implementing them. This feasibility study aimed to examine occupational therapists’ perceptions about the clinical utility of the 3DIDS. A secondary aim was to explore the attitudes of occupational therapists towards technology in general. Method: Three focus groups were conducted with 25 occupational therapists working with older people in the UK. The qualitative data were analysed using inductive thematic analysis. Results: The three main themes that were identified were usage and attitudes of technology, opportunities for realistic application of the 3DIDS and related threats and benefits for the occupational therapy profession. Occupational therapists had a positive attitude towards technology. They suggested that the 3DIDS could be used in discharge planning and in rehabilitation. They viewed it as a tool that could enhance their status within the health care profession and improve communication, but not as a tool that should replace the role of the occupational therapist. Conclusions: This research offers new and important findings about the utilization of the 3DIDS by occupational therapists and provides information as to where this technology should be trialled. Implications for Rehabilitation Gaining occupational therapists’ perceptions of the 3D interior design software (3DIDS) gives valuable information as to the clinical utility of the software. The 3DIDS was perceived as a tool that could be used as enhancing the rehabilitation process as well as a facilitating tool in discharge planning. The 3DIDS was viewed as a tool that could enhance clinical practice and communication among various agencies, but it was suggested that it should be used with caution to avoid confusion and replacement of important services.

Application of analytic hierarchy process for user needs elicitation: a preliminary study on a device for auto-injection of epinephrine

Understanding user needs is essential to design biomedical devices that are efficacious in real life (clinically effective). Few studies propose analytic quantitative methods to elicit user needs. This paper presents a preliminary application of the Analytic Hierarchy Process (AHP) to elicit user needs. As a case study we focused on the use of a biomedical device for auto-injection of epinephrine to treat severe allergic reactions. Although the study presented is on-going, the methods we describe provide valuable insights into how quantitative methods can be applied to user needs elicitation.

How are service users instructed to measure home furniture for provision of minor assistive devices

Abstract Purpose: Measurements play a vital role in providing devices that meet the individual needs of users. There is increasing evidence of devices being abandoned. The reasons for this are complex but one key factor that plays a role in non-use of equipment is the lack of fit between the device, environment and person. In addition, the abandonment of devices can be seen as a waste of public money. The aim of this paper is to examine the type, the readability, and the content of existing guidance in relation to measuring home furniture. Method: An online national survey involving health and social care trusts in the UK. We conducted a synthesis of leaflets associated with measurement of furniture to identify existing guidance. The content and readability of this guidance was then evaluated. Results: From the 325 responses received, 64 therapists reported using guidance. From the 13 leaflets that were analysed, 8 leaflets were found to meet Level 3 Adult Literacy Standards (age 9–11). There were differences in the way in which the measurement of furniture items occurred within the leaflets with no measurement guidance reported for baths. Conclusion: There is a need to standardize guidance to ensure that measurements are reliable. Implications for Rehabilitation Our research has highlighted the need to confirm and agree measurement techniques for home furniture in the provision of assistive devices. Inaccurate guidance can lead to abandonment of devices. Inaccurate guidance could prevent service users from not participating within the self-assessment process for devices.