Robotics and Computer Vision Lab

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저 자 Seong-Heum Kim, Yunsu Bok, In So Kweon
학 회 한국로봇공학회
Notes This work was supported by the Ministry of Trade, Industry & Energy and the Korea Evaluation Institute of Industrial Technology (KEIT) with the program number of 10060110.
논문일시(Year) 2017
논문일시(Month) 02
We present a region-based approach for accurate pose estimation of small mechanical components. Our algorithm consists of two key phases: Multi-view object co-segmentation and Object pose estimation. In the first phase, we explain an automatic method to extract binary masks of a target object from multiple viewpoints. For initialization, the target object is bounded by the convex volume of interest defined by a few user inputs. The co-segmented target object shares the same geometric representation in space, and has distinctive color models from those of the backgrounds. In the second phase, we retrieve a 3D model instance with estimated upright orientation, and estimate a relative pose of an observed object in an image. Our energy function, combining region and boundary terms with the proposed measures, seeks the maximum in the overlapping regions and boundaries between the multiview co-segmentations and projected masks of the reference model. Our final results are high-quality cosegmentations consistent across all different viewpoints, accurate model indices, and pose parameters of the extracted object. We demonstrate the effectiveness of the proposed method using various examples.

List of Articles
20. Multi-Scale, Multi-Object and Real-Time Face Detection and Head Pose Estimation Using Deep Neural Networks
Byungtae Ahn, Dong-Geol Choi, In So Kweon
Journal of Korea Robotics Society 2017 / 09
» 다시점 객체 공분할을 이용한 2D-3D 물체 자세 추정
Seong-Heum Kim, Yunsu Bok, In So Kweon
한국로봇공학회 2017 / 02
18. Robust Real-time Tracking of Facial Features with Application to Emotion Recognition
Byungtae Ahn, Eung-Hee Kim, Jin-Hun Sohn, In So Kweon
Journal of Korea Robotics Society 2013 / 12
17. 로봇 응용을 위한 협력 및 결합 비전 시스템
Jean-Charles Bazin, Seong-Heum Kim, Dong-Geol Choi, Joon-Young Lee, In So Kweon
로봇공학회 논문지 2011 / 09
16. 다중반사특성을 이용한 새로운 초음파 거리 센서
Wangheon Lee, In So Kweon
ICASE논문집 2002 / 04
15. 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
14. 3차원 형상복원을 위한 새로운 시각장치
Doohyun Lee, In So Kweon
제어자동화시스템공학회지 2000 / 05
13. 투사영상 불변량을 이용한 장애물 검지 및 자기위치 인식
Kyoungsig Roh, Wangheon Lee, Joonwoong Lee, In So Kweon
제어자동화시스템공학회논문지 1999 / 02
12. 영상변형을 이용한 선행차량과의 충돌시간 및 법선벡터의 예측
Jaeyong Lee, Seongkee Park, Kyoungsig Roh, In So Kweon
제어자동화시스템공학회논문지 1998 / 06
11. 지배주파수도를 이용한 미소표면 결함추출을 위한 영상처리 알고리즘
Sangwon Kim, In So Kweon
Journal of the Institute of Control, Automation and Systems Engineer 1996 / 03
10. 이동로봇주행을 위한 영상처리 기술
Kyoungsig Roh, Dongsu Kim, Wangheon Lee, In So Kweon
전자공학회지 1996 / 12
9. 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
8. 교통정보 검지기 및 지능형 자동차 개발을 위한 영상처리 알고리즘
Youngsu Moon, Sangchul Jung, Joonwoong Lee, Dongjoong Kang, In So Kweon
제어자동화시스템공학회지 1996 / 11
7. 알루미늄 박판의 Stretch Forming 에 관한 연구
Kim Dongwon, In So Kweon
대한기계학회지 1983 / 02
6. 이동로봇을 위한 전방향 시각센서와 응용
Jungho Kim, Chaehoon Park, Jean-Charles Bazin, Gijeong Jang, In So Kweon
로봇공학회 논문지 2007 / 01
5. CALOS : 주행계 추정을 위한 카메라와 레이저 융합
Yunsu Bok, Youngbae Hwang, In So Kweon
로봇공학회 논문지 2006 / 09
4. 비디오에서 양방향 문맥 정보를 이용한 상호협력적인 위치 및 물체 인식
Sungho Kim, In So Kweon
로봇공학회 논문지 2006 / 09
3. 지능형 이동 로봇에서 강인 물체 인식을 위한 영상 문맥 정보 활용 기법
Sungho Kim, Jun-sik Kim, In So Kweon
로봇공학회 논문지 2006 / 09
2. 단일 및 다중 컬러 영상에서 이색성 선 공간을 이용한 조명 색도 추정
Yoojin Choi, Kukjin Yoon, In So Kweon
정보과학회논문지:소프트웨어 및 응용 2006 / 01
1. Modeling and target classification using multiple reflections of sonar
Wangheon Lee, In So Kweon
Journal of Control, Automation, and Systems Engineering (ICASE) 2004 / 09
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