Model validation for robust control of uncertain systems with an integral quadratic constraint
Automatica (Journal of IFAC)
Extracting periodicity of a regular texture based on autocorrelation functions
Pattern Recognition Letters
Robust Kalman Filtering for Signals and Systems with Large Uncertainties
Robust Kalman Filtering for Signals and Systems with Large Uncertainties
Hybrid Dynamical Systems: Controller and Sensor Switching Problems
Hybrid Dynamical Systems: Controller and Sensor Switching Problems
Computer Vision: A Modern Approach
Computer Vision: A Modern Approach
International Journal of Computer Vision
A Generative Method for Textured Motion: Analysis and Synthesis
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Image replacement through texture synthesis
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3 - Volume 3
Graphcut textures: image and video synthesis using graph cuts
ACM SIGGRAPH 2003 Papers
Fragment-based image completion
ACM SIGGRAPH 2003 Papers
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Method of direct texture synthesis on arbitrary surfaces
Journal of Computer Science and Technology - Special issue on computer graphics and computer-aided design
A Model (In)Validation Approach to Gait Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Decomposition of human motion into dynamics-based primitives with application to drawing tasks
Automatica (Journal of IFAC)
2-D moving average models for texture synthesis and analysis
IEEE Transactions on Image Processing
Texture synthesis: textons revisited
IEEE Transactions on Image Processing
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A new approach to texture recognition and inpainting problems is proposed. The approach is based on the robust model validation and state estimation techniques. The proposed solutions require the modeling of textures by using uncertain dynamical systems. We propose a new modeling method which is efficient in terms of computational and memory requirements. The main aspects of the modeling method include system identification and order reduction of marginally stable uncertain discrete-time systems. To demonstrate the results, both static-image textures and video textures (also known as dynamic textures) are considered.