pff's homepage

Talk Slides

Multiscale Models for Shapes and Images
Pattern Theory Seminar 2014
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Graphical Models for Computer Vision
Uncertainty in Artificial Intelligence 2012
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Tiered Scene Labeling
Efficient algorithms for pixel labeling with restricted segmentation layout
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Object Detection Grammars
A tractable framework for object detection with compositional models
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Compositional Models
Motivations and challenges
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Fast Inference with Min-Sum Matrix Product
(or how I finished a homework assignment 15 years later)
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Metric Labeling with Tree-Metrics
Special case of metric labeling problem with very efficient solution
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Object Detection with Discriminatively Trained Part Based Models
Our entry in the PASCAL 2008 challenge
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Object Recognition with Deformable Models
Algorithms for deformable models
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Efficient Belief Propagation for Low Level Vision
Fast algorithms for solving MRFs using loopy belief propagation
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Models and Algorithms for Image Parsing
Generalized A* framework for solving large parsing problems
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Hierarchical Matching of Deformable Shapes
Shape modeling and recognition with a compositional representation
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A Min-Cover Approach for Finding Salient Curves
An approach for finding a "global interpretation" of an image in terms of a set of smooth curves
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Spatial Priors for Part-Based Recognition
Describes k-fans, a family of graphical models for part-based recognition
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Object Recognition with Pictorial Structures
Introduction to fast algorithms for matching part-based models to images
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Representation and Detection of Shapes in Images
Describes the work in my PhD thesis
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