Feature-based image metamorphosis
SIGGRAPH '92 Proceedings of the 19th annual conference on Computer graphics and interactive techniques
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
Probabilistic Visual Learning for Object Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Unstructured lumigraph rendering
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Feature-based light field morphing
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
A real-time distributed light field camera
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
Probabilistic Tracking with Exemplars in a Metric Space
International Journal of Computer Vision - Marr Prize Special Issue
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
From Regular Images to Animated Heads: A Least Squares Approach
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Similarity Search in High Dimensions via Hashing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Interpreting Face Images Using Active Appearance Models
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Face Recognition From One Example View
Face Recognition From One Example View
A Bootstrapping Algorithm for Learning Linear Models of Object Classes
A Bootstrapping Algorithm for Learning Linear Models of Object Classes
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Multidimensional Morphable Models
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Fast Pose Estimation with Parameter-Sensitive Hashing
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Appearance-Based Face Recognition and Light-Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 6th international conference on Multimodal interfaces
On Modelling Nonlinear Shape-and-Texture Appearance Manifolds
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
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Statistical shape-and-texture appearance models use image morphing to define a rich, compact representation of object appearance. They are useful in a variety of applications including object recognition, tracking and segmentation. These techniques, however, have been limited to objects with Lambertian surface reflectance, simple geometry and topology. In this work, we present new shape-and-texture appearance models that overcome these limitations. In the first part of our work, we develop a 4D shape-and-texture appearance model, built using light-fields. This model is capable of representing objects with complex surface reflectance and geometry. We demonstrate our light-field appearance model using 50 light-fields of the human head captured from a real-time camera array. Next, we present a non-parametric appearance model of the shape and texture of objects whose appearance manifolds exhibit a varying topology, e.g., have holes. We demonstrate this model using 2D mouth images of speaking people. In our experiments, we evaluate the performance of each method and provide a comparison with conventional, linear single- and multi-view deformable models.