Robotics and Computer Vision Lab

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저 자 Kukjin Yoon, In So Kweon
학 회 Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
논문일시(Year) 2006
논문일시(Month) 06
Recently, many global stereo methods have achieved
good results by modeling a disparity surface as a Markov
random field (MRF) and by solving an optimization problem
with various techniques. However, most global methods
mainly focus on how to minimize conventional cost functions
efficiently, although it is more important to define cost
functions well to improve performance.
In this paper, we propose new symmetric cost functions
for global stereo methods. We first present a symmetric data
cost function for the likelihood and then propose a symmetric
discontinuity cost function for the prior in the MRF
model for stereo. In defining cost function, both the reference
image and the target image are taken into account to
improve performance without modeling half-occluded pixels
explicitly and without using color segmentation. The
performance improvement of stereo matching due to the
proposed symmetric cost functions is verified by applying
the proposed symmetric cost functions to the belief propagation
(BP) based stereo method. Experimental results for
standard testbed images show that the performance of the
BP based stereo method is greatly improved by the proposed
symmetric cost functions.

List of Articles
53. 직선추출 알고리즘의 실시간 구현
Hakseo Oh, Joonwoong Lee, In So Kweon
9th Workshop on Image Processing and Image Understanding (IPIU) 1997 / 01
52. 영상처리를 이용한 차량의 검지
Youngsu Moon, Sangchul Jung, In So Kweon, 이기원
제어계측연구회, 로보틱스 및 자동화연구회 합동학술발표회 1996 / 04
51. 노이즈가 존재하는 영상 시퀀스에서의 운동물체추적
Dongjoong Kang, In So Kweon
8th Workshop on Image Processing and Image Understanding (IPIU) 1996 / 01
50. A self-localization algorithm for a mobile robot using projective invariant
Kyoungsig Roh, Wangheon Lee, Sangsam Jung, In So Kweon
Proceeding of 11th Korea Automatic Control Conference (KACC) 1996 / 01
49. A Kalman filter based visual tracking algorithm using the first-order differential invariants
J. Lee, In So Kweon
로보틱스 및 자동화연구회웍크샵 1995 / 04
48. Shot detection combining Bayesian and structural information
Seunghoon Han, In So Kweon
SPIE : Storage and Retrieval for Media Database 2001 2001 / 01
47. Moving Object Segmentation Algorithm
Kukjin Yoon, In So Kweon
1st International Workshop on Human-friendly Welfare Robotic Systems (HWRS) 2000 / 01
46. Self-calibration using the linear projective reconstruction
Jongeun Ha, Jinyoung Yang, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA) 2000 / 11
45. Bayesian Shot Detection using Structural Weighting
Seunghoon Han, In So Kweon
International Workshop on Machine Vision Applications (MVA) 2000 / 11
44. 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
43. 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
42. Self-calibration algorithm under varying cameras using the linear
Jongeun Ha, In So Kweon
Asian Conference on Computer Vision (ACCV) 2000 / 01
» 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
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
35. 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
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