First International Workshop on Stochastic Image Grammars June 2009 - Miami, Florida
Welcome and Opening Remarks: Brief Review of Grammars
Authors:
Sinisa Todorovic (Oregon State University), Song-Chun Zhu (University of California Los Angeles)
Oral presentations
Session 1
Keynote Talk: Generative Hierarchical Models for Image Analysis
Authors:
Stuart Geman (Brown University)
Keynote Talk: Learning a Hierarchical Compositional Representation of Multiple Object Classes
Authors:
Ales Leonardis (University of Ljubljana)
A bottom-up and top-down optimization framework for learning a compositional hierarchy of object classes
Authors:
Sanja Fidler (University of Ljubljana), Marko Boben, Ales Leonardis (University of Ljubljana)
Session 2
Keynote Talk: Is There a General Structure for Grammars?
Authors:
David Mumford (Brown University)
Keynote Talk: Recursive Compositional Models: Representation, Learning, and Inference
Authors:
Long (Leo) Zhu (MIT), Alan Yuille ("University of California, Los Angeles")
Learning and Inference using Hierarchical Compositional Models
Authors:
Iasonas Kokkinos (Ecole Centrale de Paris), Alan Yuille ("University of California, Los Angeles")
Session 3
Predicate Logic based Image Grammars for Complex Pattern Recognition
Authors:
Vinay Shet (Siemens Corporate Research), Maneesh Singh (Siemens Corporate Research), Claus Bahlmann (Siemens Corporate Research), Visvanathan Ramesh (Siemens Corporate Research)
Image Parsing with Stochastic Grammar: The Lotus Hill Dataset and Inference Scheme
Authors:
Benjamin Yao (UCLA), Xiong Yang (LHI), Tianfu Wu (UCLA)
Keynote Talk: A Syntax for Image Understanding
Authors:
Narendra Ahuja (University of Illinois at Urbana-Champaign)
Session 4
Stochastic Representation and Recognition of High-level Group Activities:Describing Structural Uncertainties in Human Activities
Authors:
Michael Ryoo (ETRI), J.K. Aggarwal (The University of Texas at Aus)
Keynote Talk: Beyond One-to-One Feature Correspondence: The Need for Many-to-Many Matching and Image Abstraction
Authors:
Sven Dickinson (University of Toronto)