Robotics and Computer Vision Lab

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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
40. 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
39. Infinite Homography Estimation Using Two Arbitrary Planar Rectangles
Jun-sik Kim, In So Kweon
Asian Conference on Computer Vision (ACCV) 2006 / 01
38. 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
37. 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
36. 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
34. 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
33. 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
32. 2-D curved shape recognition using a local curve descriptor and projective refinement
Kyoungsig Roh, In So Kweon
IEICE Transactions on Information and Systems 1998 / 05
31. 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
30. Illuminant direction and shape of a bump
Changyeong Kim, A.P.Petrov, Choh Heui-Keun, Seo Yang-Seock, In So Kweon
Journal of the Optical Society of America - A - Optics Image Science and Vision 1998 / 01
29. Automatic 3D Urban Modeling From Satellite Image
Kil-Ho Son, Jihwan Woo, In So Kweon
The 13th International Conference on Advanced Robotics 2007 / 08
28. 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
27. Robust Direct Motion Estimation Considering Discontinuity
Jongeun Ha, In So Kweon
Asian Conference on Computer Vision (ACCV) 2000 / 01
26. A Kalman filter based visual tracking algorithm using the first-order differential invariants
Joonwoong Lee, In So Kweon
Workshop on Robotic and Automation 1995 / 04
25. Extraction of line features in a noisy image
Joonwoong Lee, In So Kweon
Pattern Recognition 1997 / 06
24. 3-D structure recovery and on-line calibration using known angles
Jongeun Ha, In So Kweon
Asian Conference on Computer Vision (ACCV) 2000 / 01
23. Recognition-based Indoor Topological Navigation using Robust Invariant Featuress
Zhe Lin, Sungho Kim, In So Kweon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2005 / 08
22. Color edge detection using the Skellam distribution as a sensor noise model
Youngbae Hwang, In So Kweon, Jun-sik Kim
SICE Annual Conference 2007 / 09
21. Metric Localization using a Single Artificial Landmark for Indoor Mobile Robots
Gijeong Jang, Sungho Kim, Jungho Kim, In So Kweon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2005 / 08
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