TY - JOUR
T1 - Interactive 3D content insertion in images for multimedia applications
AU - Nóbrega, Rui
AU - Correia, Nuno
N1 - Sem pdf conforme despacho.
Portuguese Science and Technology Foundation, FCT/MEC (SFRH/BD/47511/2008 ; PEst-OE/EEI/UI0527/2011);
North Portugal Regional Operational Programme (ON.2 O Novo Norte), under the National Strategic Reference Framework (NSRF), through the European Regional Development Fund (ERDF); (NORTE-07-0124-FEDER-000061)
PY - 2017
Y1 - 2017
N2 - This article addresses the problem of creating interactive mixed reality applications where virtual objects interact in images of real world scenarios. This is relevant to create games and architectural or space planning applications that interact with visual elements in the images such as walls, floors and empty spaces. These scenarios are intended to be captured by the users with regular cameras or using previously taken photographs. Introducing virtual objects in photographs presents several challenges, such as pose estimation and the creation of a visually correct interaction between virtual objects and the boundaries of the scene. The two main research questions addressed in this article include, the study of the feasibility of creating interactive augmented reality (AR) applications where virtual objects interact in a real world scenario using the image detected high-level features and, also, verifying if untrained users are capable and motivated enough to perform AR initialization steps. The proposed system detects the scene automatically from an image with additional features obtained using basic annotations from the user. This operation is significantly simple to accommodate the needs of non-expert users. The system analyzes one or more photos captured by the user and detects high-level features such as vanishing points, floor and scene orientation. Using these features it will be possible to create mixed and augmented reality applications where the user interactively introduces virtual objects that blend with the picture in real time and respond to the physical environment. To validate the solution several system tests are described and compared using available external image datasets.
AB - This article addresses the problem of creating interactive mixed reality applications where virtual objects interact in images of real world scenarios. This is relevant to create games and architectural or space planning applications that interact with visual elements in the images such as walls, floors and empty spaces. These scenarios are intended to be captured by the users with regular cameras or using previously taken photographs. Introducing virtual objects in photographs presents several challenges, such as pose estimation and the creation of a visually correct interaction between virtual objects and the boundaries of the scene. The two main research questions addressed in this article include, the study of the feasibility of creating interactive augmented reality (AR) applications where virtual objects interact in a real world scenario using the image detected high-level features and, also, verifying if untrained users are capable and motivated enough to perform AR initialization steps. The proposed system detects the scene automatically from an image with additional features obtained using basic annotations from the user. This operation is significantly simple to accommodate the needs of non-expert users. The system analyzes one or more photos captured by the user and detects high-level features such as vanishing points, floor and scene orientation. Using these features it will be possible to create mixed and augmented reality applications where the user interactively introduces virtual objects that blend with the picture in real time and respond to the physical environment. To validate the solution several system tests are described and compared using available external image datasets.
KW - Computer graphics
KW - Computer vision
KW - Human-computer interaction
KW - Mixed and augmented reality
KW - Multimedia
UR - http://www.scopus.com/inward/record.url?scp=84946102589&partnerID=8YFLogxK
U2 - 10.1007/s11042-015-3031-5
DO - 10.1007/s11042-015-3031-5
M3 - Article
AN - SCOPUS:84946102589
SN - 1380-7501
VL - 76
SP - 163
EP - 197
JO - Multimedia Tools And Applications
JF - Multimedia Tools And Applications
ER -