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Section: New Software and Platforms
DPMS
Functional Description DPMS implements branch-and-bound object detection, cutting down the complexity of detection from linear in the number of pixels to logarithmic.
Overall Objectives
Research Program
Application Domains
New Software and Platforms
New Results
- Learning Grammars for Architecture-Specific Facade Parsing
- Non-Rigid Surface Registration
- Monocular Surface Reconstruction using 3D Deformable Part Models
- Learning with Non-modular loss functions
- Asymptotic Variance of MMD and Relative MMD
- Deconvolution and Deinterlacing of Video Sequences
- A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise
- The Majorize-Minimize Subspace Algorithm and Block Parallelization
- Stochastic Forward-Backward and Primal-Dual Approximation Algorithms with Application to Online Image Restoration
- Random primal-dual proximal iterations for sparse multiclass SVM
- PALMA, an improved algorithm for DOSY signal processing
- Graph-based change detection and classification in satellite image pairs
- Graphical models in artificial vision
- Pattern analysis of EEG signals with epileptic activity
Partnerships and Cooperations
Bibliography
Overall Objectives
Research Program
Application Domains
New Software and Platforms
New Results
- Learning Grammars for Architecture-Specific Facade Parsing
- Non-Rigid Surface Registration
- Monocular Surface Reconstruction using 3D Deformable Part Models
- Learning with Non-modular loss functions
- Asymptotic Variance of MMD and Relative MMD
- Deconvolution and Deinterlacing of Video Sequences
- A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise
- The Majorize-Minimize Subspace Algorithm and Block Parallelization
- Stochastic Forward-Backward and Primal-Dual Approximation Algorithms with Application to Online Image Restoration
- Random primal-dual proximal iterations for sparse multiclass SVM
- PALMA, an improved algorithm for DOSY signal processing
- Graph-based change detection and classification in satellite image pairs
- Graphical models in artificial vision
- Pattern analysis of EEG signals with epileptic activity
Partnerships and Cooperations
Bibliography