Robotics and Computer Vision Lab

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2009.09.16 17:39

Model-based Video Interpretation using Static and Temporal Context

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저 자 Sungho Kim, In So Kweon
학 회 The 12th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV)
논문일시(Year) 2006
논문일시(Month) 02
In this paper, we present a new model-based video interpretation paradigm by unified modeling of static (bilateral, bidirectional) and temporal context. Contextual information is useful for video interpretation to enhance recognition rate and to reduce computational burden. Bilateral (spatial) context such as part relations and object relations facilitates object recognition within a frame (static image). Bidirectional context among place, objects and parts also reinforces visual interpretation by information exchange. Temporal context alleviates computational load in video interpretation using inter-frame information. Place label is estimated by an extended HMM by adding object context to conventional HMM. Static context provides bottom-up proposal to the multiple object tracking block. Experimental results in large scale indoor environment show the feasibility of the proposed video interpretation scheme.

List of Articles
34. Feature Matching for Loop Closing
Jungho Kim, In So Kweon
The 13th International Conference on Advanced Robotics 2007 / 08
33. Shot detection combining Bayesian and structural information
Seunghoon Han, In So Kweon
SPIE : Storage and Retrieval for Media Database 2001 2001 / 01
32. Moving Object Segmentation Algorithm
Kukjin Yoon, In So Kweon
1st International Workshop on Human-friendly Welfare Robotic Systems (HWRS) 2000 / 01
31. Self-calibration using the linear projective reconstruction
Jongeun Ha, Jinyoung Yang, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA) 2000 / 11
30. Bayesian Shot Detection using Structural Weighting
Seunghoon Han, In So Kweon
International Workshop on Machine Vision Applications (MVA) 2000 / 11
29. A novel image-based control-law for the visual servoing system
Jaeseung Cho, Howon Kim, In So Kweon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2000 / 10
28. Robust Real-time Face Tracking Using Adaptive Color Model
Gijeong Jang, In So Kweon
International Symposium on Mechatronics and Intelligent Mechanical System for 21 Century (ISIM) 2000 / 10
27. Self-calibration algorithm under varying cameras using the linear
Jongeun Ha, In So Kweon
Asian Conference on Computer Vision (ACCV) 2000 / 01
26. Stereo Matching with Symmetric Cost Functions
Kukjin Yoon, In So Kweon
Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2006 / 06
25. Correspondence Search in the Presence of Specular Highlights Using Specular-Free Two-Band Images
Kukjin Yoon, In So Kweon
Asian Conference on Computer Vision (ACCV) 2006 / 01
24. Infinite Homography Estimation Using Two Arbitrary Planar Rectangles
Jun-sik Kim, In So Kweon
Asian Conference on Computer Vision (ACCV) 2006 / 01
23. Scene Interpretation: Unified Modeling of Visual Context by Particle-based Belief Propagation in Hierarchical Graphical Model
Sungho Kim, In So Kweon
Asian Conference on Computer Vision (ACCV) 2006 / 01
22. Scalable Representation and Learning for 3D Object Recognition using Shared Feature-based View Clustering
Sungho Kim, In So Kweon
Asian Conference on Computer Vision(ACCV) 2006 / 01
21. Biologically Motivated Perceptual Feature: Generalized Robust Invariant Feature
Sungho Kim, In So Kweon
Asian Conference on Computer Vision(ACCV) 2006 / 01
» Model-based Video Interpretation using Static and Temporal Context
Sungho Kim, In So Kweon
The 12th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2006 / 02
19. Hierarchical Context-based 3D Object Recognition for Scene Interpretation
Sungho Kim, Zhe Lin, In So Kweon
The 4th KAIST- Tsinghua Joint Workshop on Pattern Recognition 2005 / 09
18. Hierarchical Visual Context-based Object Recognition
Sungho Kim, Zhe Lin, In So Kweon
1st International Joint Workshop of KAIST-RCV and U.Tokyo- Ikeuchi Lab. on Robust Vision Technology 2005 / 04
17. Visual Context-based Scene Interpretation in Indoor Environment
Sungho Kim, In So Kweon
The 2nd International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2005 / 11
16. Automatic 3D Urban Modeling From Satellite Image
Kil-Ho Son, Jihwan Woo, In So Kweon
The 13th International Conference on Advanced Robotics 2007 / 08
15. Single camera catadioptric stereo system
Gijeong Jang, Sungho Kim, In So Kweon
The 6th Workshop on Omnidirectional Vision, Camera Networks and Non-classical cameras (OMNIVIS2005) 2005 / 10
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