[CV][Conference] ICCV 2009

I. Principle:

Recognition, Detection and Matching (oral)

1. Compact Signatures for High-Speed Interest Point Description and Matching (PDF).

Michael Calonder, Vincent Lepetit, Pascal Fua, Kurt Konolige, James Bowman, Patrick Mihelich

Problem: Require to run on low memory device so neet to compact data from descriptor

Solution: Using Compressive Sensing theory

Detail: Impove a descriptor (called Signature [19]) by Compressive Sensing Theory make a new descriptor (called compact descriptor)

[6] M. Calonder, V.Lepetit, and P. Fua. Keypoint signatures for fast learning and recognition. In ECCV' 08

[19] M. Ozuysal, M. Calonder, V. Lepetit , and P. Fua. Fast Keypoint Recognition using Random Ferns. PAMI, 2009. Accepted for Publication

Learning and Recognition - 1 (poster)

2. Fast Ray Features for Learning Irregular Shapes (PDF). Kevin Smith, Alan Carleton, Vincent Lepetit

See note here

Low Level Vision and Others (poster)

3. Image Saliency by Isocentric Curvedness and Color.

Roberto Valenti, Nicu Sebe, Theo Gevers

Topic: Salient Object detection (don't care) - Finding the most interesting object in an image

Method: Weighted segmentation

4. Detecting Interpretable and Accurate Scale-Invariant keypoints (PDF).

Wolfgang Förstner, Timo Dickscheid, Falko Schindler

See note here

5. An Algebraic Model for fast Corner Detection. Andrew Willis, Yunfeng Sui

6. Contour Segment Network

II. Secondary

Recognition, Detection and Matching (oral)

1. A Shape-Based Object Class Model for Knowledge Transfer (PDF). Michael Stark, Michael Goesele, Bernt Schiele

Learning and Recognition - 2 (poster)

2. Consensus Set Maximization with Guaranteed Global Optimality for Robust Geometry Estimation.

Hongdong Li

Matching and Alignment (poster)

3. Robust Matching of Building Facades under Large Viewpoint Changes.

Jimmy A. Lee, Kin-Choong Yow, Alex Y. S. Chia

4. Feature Correspondence and Deformable Object Matching via Agglomerative Correspondence Clustering.

Minsu Cho, Jungmin Lee, Kyoung Mu Lee

5. Subspace matching: Unique solutions to point matching with geometric constraints (PDF).

Manuel Marques, Marko Stosic, Joao Costeira

6. Deformation Invariant Image Matching by Spectrally Controlled Diffeomorphic Alignment.

Christopher M. Yang, Sai Ravela

7. Wide-Baseline Image Matching Using Line Signatures (PDF, project, results).

Lu Wang, Ulrich Neumann, Suya You

Problem: Low-texture screne and non-planar screne for Wide baseline matching

Solution: Use line feature called Line Signature and propose a new matching algorithms for Line Signature matching

8. Matching as a Non-Cooperative Game.

Andrea Albarelli, Samuel Rota Bulò, Andrea Torsello, Marcello Pelillo

9. An Algebraic Approach to Affine Registration of Point Sets (PDF).

Jeffrey Ho, Adrian Peter, Anand Ranganranjan, Ming-Hsuan Yang

Low Level Vision and Others (poster)

10. Recovering Planar Homographies between 2D Shapes (PDF).

Jozsef Nemeth, Csaba Domokos, Zoltan Kato

11. GroupSAC: Efficient Consensus in the Presence of Groupings (PDF).

Kai Ni, Hailin Jin, Frank Dellaert

III Auxiliary:

Shading and Color (oral)

1. Estimating Natural Illumination from a Single Outdoor Image(PDF, project, supplementary material) - formely: Illumination Estimation from a Single Outdoor Image. Jean-François Lalonde, Alexei A. Efros, Srinivasa G. Narasimhan

Similarity Metrics and Nearest Neighbors (oral)

2. Similarity Metrics for Categorization: From Monolithic to Category Specific(PDF, abstract) - formely: Similarity Functions for Categorization: from Monolithic to Category SpecificBoris Babenko, Steve Branson, Serge Belongie

Low Level Vision and Others (poster)
21. Efficient, High-Quality Image Contour Detection (, project). Bryan Catanzaro, Bor-Yiing Su, Narayanan Sundaram, Yunsup Lee, Mark Murphy, Kurt Keutzer

3D: Shape, Geometry, and Stereo (poster)

15. Diagram Techniques for Multiple View Geometry (PDF).

Alberto Ruiz, Pedro E. Lopez-de-Teruel