Robotics and Computer Vision Lab

Publications

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저 자 Teng Li, In So Kweon
학 회 IEEE Conference on Image Processing (ICIP2009)
논문일시(Year) 2009
논문일시(Month) 11
Representing image using the distribution of local features on a group of visual words is an effective method for visual categorization. Visual words can be related conceptually and the information can be incorporated to enhance the performance. However, conventionalmethods usually use visual words independently without considering this. This paper proposes a novel approach to measure the conceptual relation of visual words and incorporate the information into visual categorization. The conceptual relation is measured by the similarity of class distributions induced by visual words, accordingly visual words are grouped and images are represented on multiple levels. Categorization is taken using the support vector machine (SVM) with an effective kernel designed for matching multi-level representations. The proposed method is evaluated for video events categorization on the benchmark dataset and shows superior performance to conventional methods.

List of Articles
264. Improvement of Feature Matching in Catadioptric Images Using Gyroscope Data
Jean-Charles Bazin, In So Kweon, Cedric Demonceaux, Pascal Vasseur
International Conference on Pattern Recognition (ICPR) 2008 / 12
263. Dynamic Programming and Skyline Extraction in Catadioptric Infrared Images
Jean-Charles Bazin, In So Kweon, Cedric Demonceaux, Pascal Vasseur
IEEE International Conference on Robotics and Automation (ICRA) 2009 / 05
262. Image Warping for View-invariant Object Matching using Stereo Camera
Jiyoung Jung, Yekeun Jeong, Joon-Young Lee, In So Kweon
16th Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2010 / 02
261. Detecting Small Objects in Natural Scene using Depth Cue
Jaesik Park, Yekeun Jeong, Chaehoon Park, In So Kweon
16th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV) 2010 / 02
260. A Camera Calibration Method using Concentric Circles for Vision Applications
Jun-sik Kim, Howon Kim, In So Kweon
The 5th Asian Conference on Computer Vision (ACCV) 2002 / 01
259. Optimal Photo Hull Recovery for the Image-based Modeling
Howon Kim, In So Kweon
The 6th Asian Conference on Computer Vision (ACCV) 2004 / 01
258. Robust Background Maintenance for Dynamic Scenes with Global Intensity Level Change
Kapje Sung, Youngbae Hwang, In So Kweon
5th International Conference on Ubiquitous Robots and Ambient Intelligence(URAI) 2008 / 11
257. Foreground Extraction Using Blur Information
Kapje Sung, Seong-Heum Kim, In So Kweon
15th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV) 2009 / 02
256. Local-Driven Semi-Supervised Learning with Multi-Label
Teng Li, Shuicheng Yan, Tao Mei, In So Kweon
IEEE Conference on Multimedia and Expo (ICME2009) 2009 / 06
» Measuring Conceptual Relation of Visual Words for Visual Categorization
Teng Li, In So Kweon
IEEE Conference on Image Processing (ICIP2009) 2009 / 11
254. Contextual Bag-of-Words for Visual Categorization
Teng Li, Tao Mei, In So Kweon, Xian-Sheng Hua
IEEE Transactions on Circuits and Systems for Video Technology (CSVT) 2010 / 01
253. An Efficient Structure from Motion for 3D Reconstruction of Large-scale Scene
Yekeun Jeong, In So Kweon
Korea Robotics Society Annual Conference (KROC) 2007 2007 / 06
252. 다중반사특성을 이용한 새로운 초음파 거리 센서
Wangheon Lee, In So Kweon
ICASE논문집 2002 / 04
251. 이동 로봇을 위한 컬러 표식 기반 자기 위치 추정 기법
Kukjin Yoon, Gijeong Jang, Sungho Kim, In So Kweon
Journal of Automation and System Engineering 2001 / 09
250. 3차원 형상복원을 위한 새로운 시각장치
Doohyun Lee, In So Kweon
제어자동화시스템공학회지 2000 / 05
249. 투사영상 불변량을 이용한 장애물 검지 및 자기위치 인식
Kyoungsig Roh, Wangheon Lee, Joonwoong Lee, In So Kweon
제어자동화시스템공학회논문지 1999 / 02
248. 영상변형을 이용한 선행차량과의 충돌시간 및 법선벡터의 예측
Jaeyong Lee, Seongkee Park, Kyoungsig Roh, In So Kweon
제어자동화시스템공학회논문지 1998 / 06
247. 지배주파수도를 이용한 미소표면 결함추출을 위한 영상처리 알고리즘
Sangwon Kim, In So Kweon
Journal of the Institute of Control, Automation and Systems Engineer 1996 / 03
246. 이동로봇주행을 위한 영상처리 기술
Kyoungsig Roh, Dongsu Kim, Wangheon Lee, In So Kweon
전자공학회지 1996 / 12
245. 표면의 반사모델을 이용한 타이어 정보마크의 추출
Jongeun Ha, Jaeyong Lee, In So Kweon
Journal of the Institute of Control, Automation and Systems Engineer 1996 / 12
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