Robotics and Computer Vision Lab

Publications

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저 자 Teng Li, Tao Mei, Shuicheng Yan, In So Kweon, Chilwoo Lee
학 회 Accepted to IEEE Conference on Computer Vision and Pattern Recognition (CVPR2009)
Notes ACK 지경부
논문일시(Year) 2009
논문일시(Month) 06
Most research on image decomposition, e.g. image segmentation and image parsing, has predominantly focused on the low-level visual clues within single image and neglected the contextual information across different images. In this paper, we present a new perspective to image decomposition piloted by the multi-labels associated with individual images. Observing that the context information (i.e., local label representations of the same label are similar while those from different labels are dissimilar) exists across different images, we propose to perform image decomposition in a collective way, and then the image decomposition problem is formulated as an optimization which maximizes inter-label difference and at the same time minimizes intralabel difference of the target label representations. Such contextual image decomposition has a wide variety of applications, among which the two exemplary ones are: 1) multi-label image annotation in which the sparse coding of a query image over the bases consisting of all learned label representations naturally produces the multi-label annotation, and 2) label ranking in which the annotated labels are re-ordered according to the sparse coding coefficients on those learned label representations. It is worth noting that these two applications can be performed simultaneously via the label propagation process in sparse coding.

List of Articles
243. 알루미늄 박판의 Stretch Forming 에 관한 연구
Kim Dongwon, In So Kweon
대한기계학회지 1983 / 02
242. A biprism-stereo camera system
Doohyun Lee, In So Kweon, Roberto Cipolla
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 1999 / 06
241. A new image-based visual servoing using virtual image plane and geometric constraint
Howon Kim, Jaeseung Cho, In So Kweon
International Workshop on Advanced Mechatronics 1999 / 12
240. Calibration and 3-D structure recovery under varying cameras using known angles
Jongeun Ha, In So Kweon
IEEE International Conference on Intelligent Robots and Systems (IROS) 1999 / 10
239. 3-D object recognition using projective invariant relationship by single-view
Kyoungsig Roh, Bume-Jae You, In So Kweon
IEEE International Conference on Robotics and Automation (ICRA) 1998 / 05
238. Vehicle detection and recognition using adaptive filtering and projective invariant
Youngsu Moon, Youngjoon Park, In So Kweon
World Automation Congress(WAC) 1998 / 05
237. A robust method for 3-D structure recovery and moving object segmentation
Jongeun Ha, In So Kweon
4th Korea-Japan Joint Workshop on Computer Vision 1998 / 02
236. Single lens stereo with a biprism
Doohyun Lee, In So Kweon, Roberto Cipolla
IAPR International Workshop on Machine Vision and Applications (MVA) 1998 / 11
235. Fast Object recognition using salient line groups
Dongjoong Kang, In So Kweon
IEEE International Conference on Intelligent Robots and Systems (IROS) 1998 / 10
234. Image based visual servoing with a new self calibration method
Sungwoo Lee, Kyoungsig Roh, In So Kweon
Intelligent Autonomous System 1998 / 03
233. Obstacle detection and self-localization without camera calibration using projective invariants
Kyoungsig Roh, Wangheon Lee, In So Kweon
IEEE International Conference on Intelligent Robots and Systems (IROS) 1997 / 09
232. 3-D object recognition using a new invariant relationship by single-view
Kyoungsig Roh, In So Kweon
3rd Korea-Japan Joint Conference 1997 / 01
231. Vehicle segmentation using evidential reasoning
Joonwoong Lee, In So Kweon
IEEE International Conference on Intelligent Robots and Systems (IROS) 1997 / 09
230. Color linear model
Changyeong Kim, Yang-Seok Seo, In So Kweon
International Conference on Image Analysis and Processing 1997 / 09
229. A new method for extracting edges and corners
Suncheol Bae, In So Kweon
International Conference on Image Analysis and Processing 1997 / 09
228. Recognizing planar welding panels using affine line invariants by geometric hashing
Kyoungsig Roh, Jooseop Yun, In So Kweon
Australasia-Pacific Forum on Intelligent Processing and Manufacturing of Materials 1997 / 07
227. Recognition of welding panels in subassembly process of shipbuilding
Kyoungsig Roh, Munho Jeong, Jin-Oh Kim, In So Kweon
World Automation Congress(WAC) 1996 / 05
226. Finding and tracking road lanes using line-snakes
Dongjoong Kang, Jangwon Choi, In So Kweon
IEEE Intelligent Vehicles 1996 / 09
225. Robust region boundary tracking in noisy image sequences
Dongjoong Kang, In So Kweon
2nd Japan-Korea Joint Workshop on Computer Vision 1996 / 02
224. Active vision for intelligent vehicles
Dongjoong Kang, In So Kweon
International Workshop on Computer Vision Technology 1996 / 12
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