Graduate Summer School: Computer Vision (UCLA)

Graduate Summer School: Computer Vision

July 22 - August 9, 2013

UCLA Faculty Center, California Room

Printable Version


Monday, July 22, 2013

Morning Session

8:00 - 8:45 Check-In/Breakfast (Hosted by IPAM)
8:45 - 9:00 Welcome and Opening Remarks
9:00 - 10:00

Alan Yuille (University of California, Los Angeles (UCLA))

"What is Vision and Why is it Hard?"
Presentation (PowerPoint File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Iasonas Kokkinos (École Centrale de Paris)

"Introduction to Linear Image Processing "
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Iasonas Kokkinos (École Centrale de Paris)

"Introduction to Non-Linear Image Processing"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Ying Nian Wu (University of California, Los Angeles (UCLA))

"Probabilistic Models for Images: Markov Random Fields and basic sampling. Applications to image segmentation and texture modeling"
Presentation (PowerPoint File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Yuri Boykov (University of Western Ontario)

"Introduction to Image Segmentation: Part 1a"
Presentation (PDF File)
1080p | 480p | 240p |

5:00 - 6:30 Reception (Hosted by IPAM)

Tuesday, July 23, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Mila Nikolova (École Normale Supérieure de Cachan)

"Inverse Modelling using Optimization, Part I"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Yuri Boykov (University of Western Ontario)

"Introduction to Image Segmentation: Part 1b"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Mila Nikolova (École Normale Supérieure de Cachan)

"Inverse Modelling using Optimization, Part II"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Yuri Boykov (University of Western Ontario)

"Multi-label segmentation and high-order constraints"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Mila Nikolova (École Normale Supérieure de Cachan)

"Inverse Modelling using Optimization, Part III"
Presentation (PDF File)
1080p | 480p | 240p |


Wednesday, July 24, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

William Freeman (Massachusetts Institute of Technology)

"Belief propagation and patch-based image analysis"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

William Freeman (Massachusetts Institute of Technology)

"Computational Photography"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Jason Corso (SUNY Buffalo)

"Agglomerative and Hierarchical Grouping and Segmentation in Space and Space-Time"
Presentation (PowerPoint File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Yuri Boykov (University of Western Ontario)

"Model fitting and regularization (discrete optimization approach)"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Iasonas Kokkinos (École Centrale de Paris)

"Introduction to Motion Correspondence"
Presentation (PDF File)
1080p | 480p | 240p |


Thursday, July 25, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Iasonas Kokkinos (École Centrale de Paris)

"Interest Point Detectors and Descriptors"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Jason Corso (SUNY Buffalo)

"Low-Level Features and Descriptors in Video"
Presentation (PowerPoint File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Ying Nian Wu (University of California, Los Angeles (UCLA))

"Sparsity and Active Bases"
Presentation (PowerPoint File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Alan Yuille (University of California, Los Angeles (UCLA))

"Brief Introduction to Geometry and Vision"
Presentation (PowerPoint File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Jason Corso (SUNY Buffalo)

"Vision and Language"
Presentation (PowerPoint File)
1080p | 480p | 240p |


Friday, July 26, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Richard Szeliski (Microsoft Research)

"Image Stitching"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Richard Szeliski (Microsoft Research)

"Image-based Rendering and Modeling"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Richard Szeliski (Microsoft Research)

"Internet-Scale 3D modeling - Rome in a Day"
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Alan Yuille (University of California, Los Angeles (UCLA))

"How to Write a Good Paper"
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Alan Yuille (University of California, Los Angeles (UCLA))

"How to Read a Paper Critically"
1080p | 480p | 240p |


Monday, July 29, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Daniel Cremers (Technische Universtitat München)

"Variational Methods and PDE's for Image Analysis"
Presentation (PDF File)
Presentation (PowerPoint File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Daniel Cremers (Technische Universtitat München)

"Convex Optimization and Image Segmentation"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break

Korf Lectures: Moore Hall 100

12:00 - 1:00

Richard Korf (University of California, Los Angeles (UCLA))

"Heuristic Search I"

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Richard Korf (University of California, Los Angeles (UCLA))

"Heuristic Search II"

3:30 - 4:00 Break

Yuille Lecture: UCLA Faculty Center

4:00 - 5:00

Alan Yuille (University of California, Los Angeles (UCLA))

"Search and Vision"
Presentation (PDF File)
1080p | 480p | 240p |


Tuesday, July 30, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Daniel Cremers (Technische Universtitat München)

"Multiple View Reconstruction"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Daniel Cremers (Technische Universtitat München)

"Optical Flow and Dense Correspondence"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Rob Fergus (New York University)

"An Introduction to Deep Learning for Vision"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Rob Fergus (New York University)

"Training Large Convolutional Neural Network Models for Image Classification"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Rob Fergus (New York University)

"Deconvolutional Networks"
Presentation (PDF File)
1080p | 480p | 240p |


Wednesday, July 31, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Stanley Osher (University of California, Los Angeles (UCLA))

"Level Sets and TV-norms"
Presentation (PDF File)

10:00 - 10:30 Break
10:30 - 11:30

Stanley Osher (University of California, Los Angeles (UCLA))

"Split-Bregman"

11:30 - 12:00 Break
12:00 - 1:00

Ying Nian Wu (University of California, Los Angeles (UCLA))

"Introduction to Information Theory for Vision"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Bruno Jedynak (Johns Hopkins University)

"Game of Twenty Questions with noisy answers. A paradigm for Human and Computer Vision. Information Theory. Sequential acquisition of information"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Bruno Jedynak (Johns Hopkins University)

"20Q for Fast face detection, micro-surgical tool tracking and electron microscopy"
1080p | 480p | 240p |


Thursday, August 01, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

David Gu (SUNY Stony Brook)

"Tutorial on Conformal Geometry for Computer Vision"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

David Gu (SUNY Stony Brook)

"Tutorial on Surface Ricci Flow for Shape Registration and Analysis"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Ronen Basri (Weizmann Institute of Science)

"Lambertian model of reflectance I: shape from shading and photometric stereo"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Ronen Basri (Weizmann Institute of Science)

" Lambertian model of reflectance II: harmonic analysis"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

David Gu (SUNY Stony Brook)

"Tutorial on Optimal Mass Transport Theory for Computer Vision"
Presentation (PDF File)
1080p | 480p | 240p |


Friday, August 02, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Raquel Urtasun (Toyota Technological Institute at Chicago)

"Gaussian Processes (I)"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Raquel Urtasun (Toyota Technological Institute at Chicago)

"Gaussian Processes (II)"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Anand Rangarajan (University of Florida)

"New variational approaches in vision"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Alan Yuille (University of California, Los Angeles (UCLA))

"Adaboost and SVM for object detection"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Raquel Urtasun (Toyota Technological Institute at Chicago)

"3D scene understanding with structured models"
Presentation (PDF File)
1080p | 480p | 240p |


Monday, August 05, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Sparse and Low-Rank Representation Lecture I: Motivation and Theory

"(with John Wright) Sparse and Low-Rank Representation - Lecture I: Motivation and Theory"
Presentation (PDF File)

10:00 - 10:30 Break
10:30 - 11:30

Lecture II: Data Modeling and Applications

"(with Yi Ma) Lecture II: Data Modeling and Applications"
Presentation (PDF File)

11:30 - 12:00 Break
12:00 - 1:00

Yi Ma (Microsoft Research Asia)

"(with John Wright) Lecture III: Algorithms"
Presentation (PDF File)

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Lieven Vandenberghe (University of California, Los Angeles (UCLA))

"Convex optimization Part 1: analysis, basic problem classes, and applications"
Presentation (PDF File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Lieven Vandenberghe (University of California, Los Angeles (UCLA))

"Convex Optimization Part 2: first-order algorithms"
Presentation (PDF File)
1080p | 480p | 240p |


Tuesday, August 06, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Anand Rangarajan (University of Florida)

"Shape Matching"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Iasonas Kokkinos (École Centrale de Paris)

"Statistical Shape Models"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Fei Sha (University of Southern California (USC))

"Dimension Reduction (Part 1)"
Presentation (PDF File)

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Fei Sha (University of Southern California (USC))

"Manifold Learning (Part 2)"
Presentation (PDF File)

3:30 - 4:00 Break
4:00 - 5:00

John Wright (Columbia University)

"(with Yi Ma) Session 4: A Bayesian Viewpoint on Concise Signal Models"
Presentation (PowerPoint File)


Wednesday, August 07, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Deva Ramanan (University of California, Irvine (UCI))

"Pictorial Structures"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Iasonas Kokkinos (École Centrale de Paris)

"Fast Deformable Part Models detection using Branch-and-Bound"
Presentation (PDF File)
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Martial Hebert (Carnegie-Mellon University)

"Object recognition and scene parsing using 3D cues"
Presentation (PDF File)

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Martial Hebert (Carnegie-Mellon University)

"Unsupervised discovery of category and object models"
Presentation (PDF File)

3:30 - 4:00 Break
4:00 - 5:00

Deva Ramanan (University of California, Irvine (UCI))

"Latent SVMs"
Presentation (PDF File)
1080p | 480p | 240p |


Thursday, August 08, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Deva Ramanan (University of California, Irvine (UCI))

"Temporal models for action recognition (HMMs, semi-markov models, CFGs)"
Presentation (PDF File)
1080p | 480p | 240p |

10:00 - 10:30 Break
10:30 - 11:30

Martial Hebert (Carnegie-Mellon University)

"Semantic Labeling of Images"
Presentation (PDF File)

11:30 - 12:00 Break
12:00 - 1:00

Alan Yuille (University of California, Los Angeles (UCLA))

"Compositional Models for Vision"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Sinisa Todorovic (Oregon State University)

"Scheduling Cost-Sensitive Inference of AND-OR Graphs for Video Parsing"
Presentation (PowerPoint File)
1080p | 480p | 240p |

3:30 - 4:00 Break
4:00 - 5:00

Sinisa Todorovic (Oregon State University)

"Human activities as Stochastic Kronecker Graphs"
Presentation (PowerPoint File)
1080p | 480p | 240p |


Friday, August 09, 2013

Morning Session

8:00 - 9:00 Continental Breakfast
9:00 - 10:00

Don Geman (Johns Hopkins University)

"Fine-grained Categorization of Botanical Shapes"
Presentation (PDF File)

10:00 - 10:30 Break
10:30 - 11:30

Alan Yuille (University of California, Los Angeles (UCLA))

 
1080p | 480p | 240p |

11:30 - 12:00 Break
12:00 - 1:00

Deva Ramanan (University of California, Irvine (UCI))

"Future Challenges in Object Recognition"
Presentation (PDF File)
1080p | 480p | 240p |

1:00 - 2:30 Lunch (on your own)

Afternoon Session

2:30 - 3:30

Fei Fei Li (Stanford University)

"Datasets and Challenges"
Presentation (PDF File)

3:30 - 4:00 Break
4:00 - 5:00

Don Geman (Johns Hopkins University)

"A Restricted Turing Test for Computer Vision Systems"



Source:

http://www.ipam.ucla.edu/schedule.aspx?pc=GSS2013


저작자 표시 비영리 변경 금지
신고

'연구' 카테고리의 다른 글

Matlab parallel processing  (0) 2014.03.25
Background Subtraction  (0) 2014.03.21
Machine Learning Video Library (Caltech)  (0) 2014.03.20
Graduate Summer School: Computer Vision (UCLA)  (0) 2014.03.20
받은 트랙백이 없고 댓글이 없습니다.