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VR content creation and exploration with deep learning: A survey

Miao Wang, Xu-Quan Lyu, Yi-Jun Li, Fang-Lue Zhang
2020 Computational Visual Media  
employed, designed specifically to handle panoramic images and video and virtual 3D scenes.  ...  VR content creation and exploration relates to image and video analysis, synthesis and editing, so deep learning methods such as fully convolutional networks and general adversarial networks are widely  ...  [58] proposed the endto-end DeepStereo framework with two towers of layers for depth and color prediction.  ... 
doi:10.1007/s41095-020-0162-z fatcat:lgogzx26bvhn5f7uyefjkz7zny

Artificial Intelligence in the Creative Industries: A Review [article]

Nantheera Anantrasirichai, David Bull
2021 arXiv   pre-print
information extraction and enhancement, and v) data compression.  ...  In contrast, we observe that the successes of machine learning in domains with fewer constraints, where AI is the 'creator', remain modest.  ...  In digital photography and video editing, perhaps the most widely used tool is Adobe Photoshop 61 , where inpainting is achieved using content-aware interpolation by analysing the entire image to find  ... 
arXiv:2007.12391v5 fatcat:mn2xqeylyrbabbu5zwln3admtm

Artificial intelligence in the creative industries: a review

Nantheera Anantrasirichai, David Bull
2021 Artificial Intelligence Review  
In contrast, we observe that the successes of ML in domains with fewer constraints, where AI is the 'creator', remain modest.  ...  (iv) information extraction and enhancement, and (v) data compression.  ...  In digital photography and video editing, perhaps the most widely used tool is Adobe Photoshop, 61 where inpainting is achieved using content-aware interpolation by analysing the entire image to find the  ... 
doi:10.1007/s10462-021-10039-7 fatcat:tcctdi7vprfx7mlujvqmpiy3ru

Design of large polyphase filters in the Quadratic Residue Number System

Gian Carlo Cardarilli, Alberto Nannarelli, Yann Oster, Massimo Petricca, Marco Re
2010 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals, Systems and Computers  
At first, we analyze the outage probability and performance in terms of average throughput and distortion for decode-andforward protocols with single layer coding and with superposed two-layer coding.  ...  With the motivation of applying JSCC-based cross-layer optimizations to PHY/MAC layer design for practical wireless systems, distortion-aware link adaptation techniques were proposed recently for point-to-point  ... 
doi:10.1109/acssc.2010.5757589 fatcat:ccxnu5owr5fyrcjcqukumerueq

Contents

2020 2020 International Workshop on Electromagnetics: Applications and Student Innovation Competition (iWEM)  
As the general chairs, we would like to express our sincere appreciation to all the authors, speakers, and reviewers over the world together with the committee members for great efforts to substantiate  ...  ideas, and also a good venue for young scholars and research students to demonstrate their innovative works and results on electromagnetic field, antennas, RF and microwave circuit, and measurement technology  ...  presented in Eqs. (1) and (2).  ... 
doi:10.1109/iwem49354.2020.9237401 fatcat:soy4ile3tnaqdjgnvkm27dy4dq

A methodology for audio ingestion, restoration and analysis in the sound archiving field

Enric Giné, Jordi Janer
2013 Zenodo  
formats (discs of the pre-vinyl era) and reproduction artefacts, from the point of view of patrimonial institutions and sound archives.  ...  The goal of this master thesis is to propose a practical methodology for audio ingestion, restoration and analysis, focusing on the reproduction, signal extraction and restoration of obsolete mechanical  ...  One could then play this master disc with a soft steel needle.  ... 
doi:10.5281/zenodo.3754227 fatcat:tyahsfkfivcfjgxrjub7no2kee

Natural hand interaction for augmented reality [article]

Thammathip Piumsomboon, University Of Canterbury
2015
Utilizing this deeper understanding and set of design guidelines, a gesture interface was developed that enabled hand tracking and gesture recognition based on depth sensing input.  ...  To better understand natural hand interaction, two prototype AR systems featuring environmental awareness and physical simulation were developed, one featuring interaction on a tabletop, and the other  ...  A tree depth of ten layers, training on a single GTX 580 takes approximately an hour.  ... 
doi:10.26021/1571 fatcat:vexdpzysr5ez7fne6intpwvgwu

Patch-based methods for variational image processing problems

Emmanuel D'Angelo
2013
the problem of large area image inpainting.  ...  In this thesis, we explore alternative approaches to non-locality, with the goals of i) developing universal approaches that can handle local and non-local constraints and ii) leveraging the qualities  ...  textural inpainting in a single framework.  ... 
doi:10.5075/epfl-thesis-5693 fatcat:b5ivm2cfjrh63a2cuxdul6vwny

Virtual Heritage: new technologies for edutainment

Andrea Martina, A. Bottino
2014
VLE represent an ideal presentation layer, being multiplatform hypermedia applications where users are free to interact with the virtual reconstructions by choosing their own visiting path.  ...  spaces, whose virtual exploration can provide new insights on specific elements and improve the awareness of relationships between objects in the database.  ...  Those problems can be dealt with applying different techniques, like image inpainting (for filling narrow gaps in images), texture synthesis (for reproducing a texture from a sample) and image completion  ... 
doi:10.6092/polito/porto/2541502 fatcat:naz5fai2zve6zaa2jqesqoyaqm

Regarding the Dead: Human Remains in the British Museum Edited The British Museum Great Russell Street London wc1b 3dg Series editor

Alexandra Fletcher, Daniel Antoine, J Hill, Sarah Faulks, Alexandra Fletcher, Daniel Antoine, J Hill
unpublished
for Medical Image Science and Visualization).  ...  Acknowledgements The authors would like to thank the Imaging and Analysis Centre, Science Facilities, Natural History Museum, for providing the CT scan and Caroline Cartwright, British Museum, for identification  ...  , ethnographic survey and photography.  ... 
fatcat:6ebyilif3nghtgi2r256dwtliq