A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic extraction of deformable part models
International Journal of Computer Vision
Dynamic 3D Models with Local and Global Deformations: Deformable Superquadrics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Closed-Form Solutions for Physically Based Shape Modeling and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dressing animated synthetic actors with complex deformable clothes
SIGGRAPH '92 Proceedings of the 19th annual conference on Computer graphics and interactive techniques
Using deformable surfaces to segment 3-D images and infer differential structures
CVGIP: Image Understanding
Volumetric segmentation of range images of 3D objects using superquadric models
CVGIP: Image Understanding
Minimal Surfaces Based Object Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D Part Segmentation Using Simulated Electrical Charge Distributions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Superquadrics for Segmenting and Modeling Range Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
The nature of mathematical modeling
The nature of mathematical modeling
LAPACK Users' guide (third ed.)
LAPACK Users' guide (third ed.)
Image-based rendering: A new interface between computer vision and computer graphics
ACM SIGGRAPH Computer Graphics
A 3D Reconstruction System for Human Body Modeling
CAPTECH '98 Proceedings of the International Workshop on Modelling and Motion Capture Techniques for Virtual Environments
Virtual People: Capturing Human Models to Populate Virtual Worlds
CA '99 Proceedings of the Computer Animation
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
A Bayesian Similarity Measure for Direct Image Matching
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Free viewpoint virtual try-on with commodity depth cameras
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
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An important advantage of virtual reality technology is that real 3D objects including humans can be edited in the virtual world. In this paper, we present a technique for 3D clothes modeling based on a photo cloned human body. Photo cloning is an efficient 3D human body modeling method using a generic body model and photographs. A part segmentation technique for 3D color objects is applied for the clothes modeling, which uses multi-dimensional mixture Gaussians fitting. Firstly, we construct a 6D point set representing both the geometric and color information. Next, the mixture Gaussians are fitted to the point set by using the EM algorithm in order to determine the clusters. This approximation gives probabilities for each point. Finally the probabilities determine the segmented part models corresponding to the clothes models. An advantage of this method is that the clustering is unsupervised learning without any prior knowledge as well as integrating geometric and color data in multi-dimensional space.