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Thèse - Visual attention modeling for 3D scenes in Virtual and Mixed Reality


Etablissement : Polytech'Nantes
Description du poste :

    Subject:

    The proposed PhD position concerns the item (3) above. Our goal is to build computational visual attention models that will predict both head and eye-movement in 3 and possibly 6 degrees of freedom environment, taking into account, mesh saliency, rendered scene saliency and human visual behavior (perceptual biases, bottom-up and top down influences, etc.). The visual attention models will also be used for predicting the interaction of the user in the virtual environment (translation + zoom / dezoom). The PhD candidate will benefit from the work already conducted in the LS2N IPI team related to 3D visual attention and perceptual biases:

    • J. Wang, M. Perreira Da Silva, P. Le Callet, et al. Computational model of stereoscopic 3D visual saliency. IEEE Transactions on Image Processing, 2013, vol. 22, no 6, p. 2151-2165.
    • P. Lebreton, A. Raake, M. Barkowsky, P. Le Callet. Evaluating depth perception of 3D stereoscopic videos. IEEE Journal of Selected Topics in Signal Processing, 2012, vol. 6, no 6, p. 710-720.
    • T. Vigier, M. Perreira Da Silva, P. Le Callet. Impact of visual angle on attention deployment and robustness of visual saliency models in videos: From SD to UHD. In : Image Processing (ICIP), 2016 IEEE International Conference on. IEEE, 2016. p. 689-693.
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