TY - GEN
T1 - 3D reconstruction from a single image for a Chinese talking face
AU - Liu, Ning
AU - Fang, Ning
AU - Kamata, Seiichiro
PY - 2010/12/1
Y1 - 2010/12/1
N2 - This paper proposes an automatic 3D reconstruction approach for a Chinese talking face by a generic model and a single image. Firstly, an improved color-based ASM method is used to detect the face area and get the 2D face feature points automatically from the given image, which is not restricted to full frontal one. Then, color information is used to correct the location of face feature points. Finally, after text mapping, a particular and realistic 3D face model is deformed from a generic model. Using ASM face feature points extraction and correction based on skin color model, the problem of side face information missing is successfully resolved. Depending on only one image and one generic model, the computing cost of memory and time is largely reduced. The 3D face reconstructed can be easily deformed to form different expressions and mouth shapes. Experiments show that this approach is fast and efficient and has an output of a lifelike Chinese talking face.
AB - This paper proposes an automatic 3D reconstruction approach for a Chinese talking face by a generic model and a single image. Firstly, an improved color-based ASM method is used to detect the face area and get the 2D face feature points automatically from the given image, which is not restricted to full frontal one. Then, color information is used to correct the location of face feature points. Finally, after text mapping, a particular and realistic 3D face model is deformed from a generic model. Using ASM face feature points extraction and correction based on skin color model, the problem of side face information missing is successfully resolved. Depending on only one image and one generic model, the computing cost of memory and time is largely reduced. The 3D face reconstructed can be easily deformed to form different expressions and mouth shapes. Experiments show that this approach is fast and efficient and has an output of a lifelike Chinese talking face.
KW - 3D reconstruction
KW - Feature points extraction
KW - Skin model
KW - Talking face
KW - Texture mapping
UR - http://www.scopus.com/inward/record.url?scp=79951633722&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79951633722&partnerID=8YFLogxK
U2 - 10.1109/TENCON.2010.5686036
DO - 10.1109/TENCON.2010.5686036
M3 - Conference contribution
AN - SCOPUS:79951633722
SN - 9781424468904
T3 - IEEE Region 10 Annual International Conference, Proceedings/TENCON
SP - 1613
EP - 1616
BT - TENCON 2010 - 2010 IEEE Region 10 Conference
T2 - 2010 IEEE Region 10 Conference, TENCON 2010
Y2 - 21 November 2010 through 24 November 2010
ER -