People and object tracking for video annotation

Dissertação para obtenção do Grau de Mestre em Engenharia Informática

Stimulus Simplification and Object Representation: A Modeling Study

Tsunoda et al. (2001) recently studied the nature of object representation in monkey inferotemporal cortex using a combination of optical imaging and extracellular recordings. In particular, they examined IT neuron responses to complex natural objects and "simplified" versions thereof. In that study, in 42% of the cases, optical imaging revealed a decrease in the number of activation patches in IT as stimuli were "simplified". However, in 58% of the cases, "simplification" of the stimuli actually led to the appearance of additional activation patches in IT. Based on these results, the authors propose a scheme in which an object is represented by combinations of active and inactive columns coding for individual features. We examine the patterns of activation caused by the same stimuli as used by Tsunoda et al. in our model of object recognition in cortex (Riesenhuber 99). We find that object-tuned units can show a pattern of appearance and disappearance of features identical to the experiment. Thus, the data of Tsunoda et al. appear to be in quantitative agreement with a simple object-based representation in which an object's identity is coded by its similarities to reference objects. Moreover, the agreement of simulations and experiment suggests that the simplification procedure used by Tsunoda (2001) is not necessarily an accurate method to determine neuronal tuning.

How to Share Word and Other Documents Using Adobe Connect

This 3-minute video shows how you can share documents during an Adobe Connect meeting - for example showing a Word document or Excel spreadsheet to the other participants.

How to assess, plan and teach word and sentence work : key stage one, primary 1-3 : word and sentence work 1.

Está dividido en cuatro secciones, a lo largo de las cuales se proporciona orientación para la enseñanza y el aprendizaje de palabras y oraciones, se destaca la importancia de estos elementos para el aprendizaje por los niños de la lectura y la escritura, se hace un esbozo del proceso de alfabetización infantil desde los dos primeros cursos de ingreso en la escuela,y asimismo, se describe este proceso de desarrollo continuo de la alfabetización.

How to assess, plan and teach word and sentence work : key stage two, primary 4-7 : word and sentence work 2.

Está dividido en cuatro secciones, a lo largo de las cuales se proporciona orientación para la enseñanza y el aprendizaje de palabras y oraciones, se destaca la importancia de estos elementos para el aprendizaje por los niños de la lectura y la escritura, se hace un esbozo del proceso de alfabetización infantil desde el tercer hasta el sexto año de ingreso en la escuela, asimismo, se describe este proceso de desarrollo continuo de la alfabetización de los niños.

How to assess, plan and teach word and sentence work 1 : key stage one, primary 1-3 : word and sentence work 1.

Está dividido en cuatro secciones, a lo largo de las cuales se proporciona orientación para la enseñanza y el aprendizaje de palabras y oraciones, se destaca la importancia de estos elementos para el aprendizaje por los niños de la lectura y la escritura, se hace un esbozo del proceso de alfabetización infantil desde los dos primeros cursos de ingreso en la escuela,y asimismo, se describe este proceso de desarrollo continuo de la alfabetización.

What's that? : a first word and picture book.

Los niños más pequeños disfrutan al señalar y nombrar objetos que les son familiares. También aprenden y reconocen el nombre de estos objetos cotidianos.

Postural control as a function of self- and object-motion perception

The goals of this study were to examine the visual information influence on body sway as a function of self- and object-motion perception and visual information quality. Participants that were aware (object-motion) and unaware (self-motion) of the movement of a moving room were asked to stand upright at five different distances from its frontal wall. The visual information effect on body sway decreased when participants were aware about the sensory manipulation. Moreover, while the visual influence on body sway decreased as the distance increased in the self-motion perception, no effects were observed in the object-motion mode. The overall results indicate that postural control system functioning can be altered by prior knowledge, and adaptation due to changes in sensory quality seem to occur in the self- but not in the object-motion perception mode. (C) 2004 Elsevier B.V.. All rights reserved.

A comparison of pixel and object-based land cover classification. A case study of the Asmara region, Eritrea

In this paper we compare the performance of two image classification paradigms (object- and pixel-based) for creating a land cover map of Asmara, the capital of Eritrea and its surrounding areas using a Landsat ETM+ imagery acquired in January 2000. The image classification methods used were maximum likelihood for the pixel-based approach and Bhattacharyya distance for the object-oriented approach available in, respectively, ArcGIS and SPRING software packages. Advantages and limitations of both approaches are presented and discussed. Classifications outputs were assessed using overall accuracy and Kappa indices. Pixel- and object-based classification methods result in an overall accuracy of 78% and 85%, respectively. The Kappa coefficient for pixel- and object-based approaches was 0.74 and 0.82, respectively. Although pixel-based approach is the most commonly used method, assessment and visual interpretation of the results clearly reveal that the object-oriented approach has advantages for this specific case-study.