A user supported object tracking framework for interactive video production

We present a user supported tracking framework that combines automatic tracking with extended user input to create error free tracking results that are suitable for interactive video production. The goal of our approach is to keep the necessary user input as small as possible. In our framework, the user can select between different tracking algorithms - existing ones and new ones that are described in this paper. Furthermore, the user can automatically fuse the results of different tracking algorithms with our robust fusion approach. The tracked object can be marked in more than one frame, which can significantly improve the tracking result. After tracking, the user can validate the results in an easy way, thanks to the support of a powerful interpolation technique. The tracking results are iteratively improved until the complete track has been found. After the iterative editing process the tracking result of each object is stored in an interactive video file that can be loaded by our player for interactive videos.

The Dissociation of Location and Object Working Memory using fMRI and MEG

Visual working memory (VWM) involves maintaining and processing visual information, often for the purpose of making immediate decisions. Neuroimaging experiments of VWM provide evidence in support of a neural system mainly involving a fronto-parietal neuronal network, but the role of specific brain areas is less clear. A proposal that has recently generated considerable debate suggests that a dissociation of object and location VWM occurs within the prefrontal cortex, in dorsal and ventral regions, respectively. However, re-examination of the relevant literature presents a more robust distribution suggestive of a general caudal-rostral dissociation from occipital and parietal structures, caudally, to prefrontal regions, rostrally, corresponding to location and object memory, respectively. The purpose of the present study was to identify a dissociation of location and object VWM across two imaging methods (magnetoencephalography, MEG, and functional magnetic imaging, fMRI). These two techniques provide complimentary results due the high temporal resolution of MEG and the high spatial resolution of fMRI. The use of identical location and object change detection tasks was employed across techniques and reported for the first time. Moreover, this study is the first to use matched stimulus displays across location and object VWM conditions. The results from these two imaging methods provided convergent evidence of a location and object VWM dissociation favoring a general caudal-rostral rather than the more common prefrontal dorsal-ventral view. Moreover, neural activity across techniques was correlated with behavioral performance for the first time and provided convergent results. This novel approach of combining imaging tools to study memory resulted in robust evidence suggesting a novel interpretation of location and object memory. Accordingly, this study presents a novel context within which to explore the neural substrates of WM across imaging techniques and populations.

Electronic Communications as a Distinct and Unique Object of Regulation

The present paper is an abridged version of the first chapter to the book EC Electronic Communications and Competition Law (London: Cameron May, 2007). It is intended to pinpoint the contours of the communications sector as an object of regulation - an exercise that is essential to any thoughts on appropriate regulatory design. The communications sector is defined through its salient features of being (i) network-bound; (ii) dynamic; (iii) converging; (iv) sensitive to regulation and society’s reactions; and as one (v) with special societal role and as (vi) part of the new economy.

The Software Prototype as Digital Boundary Object – A Revelatory Longitudinal Innovation Case

With the availability of lower cost but highly skilled software development labor from offshore regions, entrepreneurs from developed countries who do not have software development experience can utilize this workforce to develop innovative software products. In order to succeed in offshored innovation projects, the often extreme knowledge boundaries between the onsite entrepreneur and the offshore software development team have to be overcome. Prior research has proposed that boundary objects are critical for bridging such boundaries – if they are appropriately used. Our longitudinal, revelatory case study of a software innovation project is one of the first to explore the role of the software prototype as a digital boundary object. Our study empirically unpacks five use practices that transform the software prototype into a boundary object such that knowledge boundaries are bridged. Our findings provide new theoretical insights for literature on software innovation and boundary objects, and have implications for practice.

Periphere Wahrnehmung beim Verfolgen mehrerer Objekte

Einleitung Beim Multiple-Object-Tracking müssen mehrere, sich bewegende Zielobjekte visuell ver-folgt werden. Dabei scheint es vorteilhaft zu sein, den Blick zwischen den Zielobjekten zu verankern, um Bewegungsinformationen peripher wahrzunehmen (Fehd & Seiffert, 2010). Nach Prüfung dieser Annahme (Experiment 1) wurde getestet, wie gut und schnell auf Bewegungs- und Formveränderungen der Zielobjekte reagiert werden kann (Experiment 2), um die Funktionalität der peripheren Wahrnehmung zu überprüfen. Methode 14 Teilnehmer hatten die Aufgabe, zum Ende eines Einzelversuchs 4 aus 10 Vierecken wiederzuerkennen, die sich linear für 6 s in einem projizierten Quadrat bewegten. Dabei wurden 3 Geschwindigkeiten (6, 9 und 12°/s) in 9 Blöcken à 15 Versuchen präsentiert, um herauszufinden, bei welcher Geschwindigkeit der Blickpunkt die längste Zeit auf dem Centroid der 4 Zielobjekte liegt und damit die Zielobjekte lange peripher wahrgenommen werden. In Experiment 2 sollten Teilnehmer bei dieser „optimalen“ Geschwindigkeit auf das Anhalten der Vierecke oder deren Formveränderung zur Raute (Manipulation:0.5 s) mit Knopfdruck reagieren, bei ausbleibender Veränderung hingegen die 4 Zielobjekte wiedererkennen (3 Bedingungen in 10 Blöcken à 12 Versuchen). Erwartet wurde, dass Bewegungsveränderungen häufiger und schneller erkannt werden als Formverände-rungen. Ergebnisse Der Geschwindigkeitsvergleich in Experiment 1 ergab, dass der Blick bei 6°/s die längste Zeit (46 %) auf den Centroid gerichtet ist, F(2,132) = 9.68, p < .01, ηp2 = .13 und die 4 Ziel-objekte bei dieser Geschwindigkeit signifikant häufiger wiedererkannt werden (59 %), F(2,132) = 37.62, p < .01, ηp2 = .36. In Experiment 2 wurde festgestellt, dass Bewegungs-veränderungen häufiger erkannt werden (83 %) als Formveränderungen (59 %), F(1,78) = 65.52, p < .01, ηp2 = .46, wobei die Erkennungsleistung der 4 Zielobjekte mit Experiment 1 vergleichbar ist (58%). Diskussion Die periphere Wahrnehmung scheint immer dann funktional zu sein, wenn mehrere, für eine Aufgabe relevante Objekte gleichzeitig verfolgt werden müssen und wenn Verände-rungen, besonders der Bewegung, schnell erkannt werden müssen. Weitere Untersu-chungen sollen zeigen, ob diese Funktionalität der peripheren Wahrnehmung auch im Sport (z.B. beim gleichzeitigen Verfolgen mehrerer Gegenspieler) erkannt werden kann. Literatur Fehd, H. M. & Seiffert, A. E. (2010). Looking at the center of the targets helps multiple object tracking. Journal of Vision, 10, 1–13.

Plant and arthropod community sensitivity to rainfall manipulation but not nitrogen enrichment in a successional grassland ecosystem

Grasslands provide many ecosystem services including carbon storage, biodiversity preservation and livestock forage production. These ecosystem services will change in the future in response to multiple global environmental changes, including climate change and increased nitrogen inputs. We conducted an experimental study over 3 years in a mesotrophic grassland ecosystem in southern England. We aimed to expose plots to rainfall manipulation that simulated IPCC 4th Assessment projections for 2100 (+15 % winter rainfall and −30 % summer rainfall) or ambient climate, achieving +15 % winter rainfall and −39 % summer rainfall in rainfall-manipulated plots. Nitrogen (40 kg ha−1 year−1) was also added to half of the experimental plots in factorial combination. Plant species composition and above ground biomass were not affected by rainfall in the first 2 years and the plant community did not respond to nitrogen enrichment throughout the experiment. In the third year, above-ground plant biomass declined in rainfall-manipulated plots, driven by a decline in the abundances of grass species characteristic of moist soils. Declining plant biomass was also associated with changes to arthropod communities, with lower abundances of plant-feeding Auchenorrhyncha and carnivorous Araneae indicating multi-trophic responses to rainfall manipulation. Plant and arthropod community composition and plant biomass responses to rainfall manipulation were not modified by nitrogen enrichment, which was not expected, but may have resulted from prior nitrogen saturation and/or phosphorus limitation. Overall, our study demonstrates that climate change may in future influence plant productivity and induce multi-trophic responses in grasslands.

Being optimally aroused matters: Effects of a weak stress manipulation on children’s executive functions are moderated by temperament and age

We tested a core assumption of the bidirectional model of executive function (EF) (Blair & Ursache, 2011) indicating that EF is dependent on arousal. From a bottom-up perspective the performance on EF tasks is assumed to be curvilinearly related to arousal, with very high or low levels of arousal impairing EF. N = 107 4-and 6-year-olds’ performance on EF tasks was explored as a function of a weak stress manipulation aiming to raise children’s emotional arousal. EF (Stroop, Flanker, Go/no-go, and Backwards Color Recall) was assessed and stress was induced in half of the children by imposing a mild social evaluative threat. Furthermore, children’s temperament was assessed as a potential moderator. We found that stress effects on children’s EF performance were moderated by age and temperament: 4-year-olds with high Inhibitory Control and high Attentional Focusing were negatively affected by the stressor. However, it is unclear whether these effects were mediated by self-reported arousal. Our findings disconfirmed the hypotheses that adverse effects of the stressor are particularly high in children high on emotional reactivity aspects of temperament and low on self-regulatory aspects of temperament. Further, 6-year-olds did not show any stress effects. Results will be discussed within the framework of the Yerkes-Dodson law and with regard to stress manipulations in children.

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