By George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Ioannis Pavlidis, Rogerio Feris, Tim McGraw, Mark Elendt, Regis Kopper, Eric Ragan, Zhao Ye, Gunther Weber
The quantity set LNCS 9474 and LNCS 9475 constitutes the refereed court cases of the eleventh foreign Symposium on visible Computing, ISVC 2015, held in Las Vegas, NV, united states in December 2015.
The a hundred and fifteen revised complete papers and 35 poster papers offered during this publication have been conscientiously reviewed and chosen from 260 submissions. The papers are geared up in topical sections: half I (LNCS 9474) includes computational bioimaging; special effects; movement and monitoring; segmentation; acceptance; visualization; mapping; modeling and floor reconstruction; advancing autonomy for aerial robotics; clinical imaging; digital fact; watching people; spectral imaging and processing; clever transportation structures; visible conception and robot platforms. half II (LNCS 9475): purposes; 3D machine imaginative and prescient; special effects; segmentation; biometrics; trend attractiveness; attractiveness; and digital reality.
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Additional info for Advances in Visual Computing: 11th International Symposium, ISVC 2015, Las Vegas, NV, USA, December 14-16, 2015, Proceedings, Part II
3, pp. 32–36 (2004) 5. : View invariant human action recognition using histograms of 3D joints. In: 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 20–27 (2012) 6. : Skeletal quads: human action recognition using joint quadruples. In: 2014 22nd International Conference on Pattern Recognition (ICPR), pp. 4513–4518 (2014) 7. : Online gesture recognition from pose kernel learning and decision forests. Pattern Recogn. Lett. edu Abstract. In this paper we present a system that uses the Microsoft Kinect to provide beginner conducting students real time feedback about their performance.
These were calculated as follows: precision = recall = # of correctly detected habit . # of detected habit # of correctly detected habit . # of habit (gold standard) (3) (4) If a habit was detected by the system within 2 s of the gold standard, we considered the detection to be appropriate. 3 Results In this experiment, we used a total of 100 movies to build the AMM, with the reminder used for evaluation. We determined 77 motions as habits for the gold standard. We illustrate our results with an example.
Fig. 2. Flowchart of the proposed SR method. Given a LR image, a proxy HR image is constructed through the regression models trained via an external dataset. The input feature space is modeled with GMM to ensure a targeted learning. With the proxy image, its gradients are reﬁned using gradients of the input image. The reﬁned HR gradients are then integrated into the reconstruction framework to recover the ﬁnal output image. 2 Hybrid Example-Based Super-Resolution External example learning-based SR usually relies on learning priors or models from a natural image dataset which leads to a stable SR performance.