Download Computer Vision Systems: 6th International Conference, ICVS by Muhammad Zaheer Aziz, Bärbel Mertsching (auth.), Antonios PDF
By Muhammad Zaheer Aziz, Bärbel Mertsching (auth.), Antonios Gasteratos, Markus Vincze, John K. Tsotsos (eds.)
This booklet constitutes the refereed court cases of the sixth overseas convention on laptop imaginative and prescient platforms, ICVS 2008, held in Santorini, Greece, may well 12-15, 2008.
The 23 revised papers provided including 30 poster shows and a couple of invited papers have been conscientiously reviewed and chosen from 128 submissions. The papers are equipped in topical sections on cognitive imaginative and prescient, video display and surveillance, computing device imaginative and prescient architectures, calibration and registration item popularity and monitoring, studying, human computing device interplay in addition to move modal systems.
Read or Download Computer Vision Systems: 6th International Conference, ICVS 2008 Santorini, Greece, May 12-15, 2008 Proceedings PDF
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Extra info for Computer Vision Systems: 6th International Conference, ICVS 2008 Santorini, Greece, May 12-15, 2008 Proceedings
Sample text
6] to 3D data by using a 3D body tracking system. The features used for recognition are the radial and vertical velocities of the hand with respect to the torso. Croitoru et al. [5] present a non iterative 3D trajectory matching framework that is invariant to translation, rotation, and scale. They introduce a pose normalisation approach which is based on physical principles, incorporating spatial and temporal aspects of trajectory data. They apply their system to 3D trajectories for which the beginning and the end is known.
Note that the identification of a segment as a specific object has been performed manually to establish the distribution. Though the number of attributes is sparse and the quantification into four levels per attribute is coarse, one can detect differences and similarities of objects. While the car and the dog are mostly attributed almost flat (afl) in height, the cans and the mug are usually medium high (med) and the giraffe and the sugar box high (hig). Also note that the mango can, the mug and the peach can are attributed almost alike.
As can be seen from Table 1, the system achieves recognition rates around 90% on the test sequences. The recognition errors can be ascribed to tracking errors and motion patterns that differ in space and time from the learned motion patterns. Higher recognition rates may be achieved by using more training sequences, since the scaling in the temporal domain of the reference trajectories is not necessarily able to cope with the observed variations of the motion patterns. Our recognition rates are similar to those reported by Croitoru et al.