메뉴 건너뛰기




Volumn 77, Issue 2, 2015, Pages 377-390

Robot Visual Localization Through Local Feature Fusion: An Evaluation of Multiple Classifiers Combination Approaches

Author keywords

Discriminativity; Information fusion; Local image features; Multiple classifier systems; Robot visual localization

Indexed keywords

AGRICULTURAL ROBOTS; ALGEBRA; CLASSIFICATION (OF INFORMATION); INFORMATION FUSION;

EID: 84921067172     PISSN: 09210296     EISSN: 15730409     Source Type: Journal    
DOI: 10.1007/s10846-013-0016-3     Document Type: Article
Times cited : (19)

References (24)
  • 1
    • 33846155237 scopus 로고    scopus 로고
    • Vision-based global localization using a visual vocabulary. IEEE International Conference on Robotics and Automation
    • IEEE, Barcelona, Spain:
    • Wang, J., Cipolla, R., Zha, H.: Vision-based global localization using a visual vocabulary. IEEE International Conference on Robotics and Automation, pp. 4230–4235. IEEE, Barcelona, Spain (2005)
    • (2005) pp , vol.4230-4235
    • Wang, J.1    Cipolla, R.2    Zha, H.3
  • 2
    • 51349121119 scopus 로고    scopus 로고
    • Topological mapping, localization and navigation using image collections. IEEE/RSJ International Conference on Intelligent Robots and Systems
    • IEEE, San Diego, CA:
    • Fraundorfer, F., Engels, C., Nister, D.: Topological mapping, localization and navigation using image collections. IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 3872–3877. IEEE, San Diego, CA (2007)
    • (2007) pp , vol.3872-3877
    • Fraundorfer, F.1    Engels, C.2    Nister, D.3
  • 3
    • 72349083121 scopus 로고    scopus 로고
    • Robust vision-based robot localization using combinations of local feature region detectors
    • Ramisa, A., Tapus, A., Aldavert, D., Toledo, R.: Robust vision-based robot localization using combinations of local feature region detectors. Auton. Robot. 27, 373–385 (2009)
    • (2009) Auton. Robot. , vol.27 , pp. 373-385
    • Ramisa, A.1    Tapus, A.2    Aldavert, D.3    Toledo, R.4
  • 4
    • 75149148002 scopus 로고    scopus 로고
    • SIFT, SURF & seasons: appearance-based long-term localization in outdoor environments
    • Valgren, C., Lilienthal, A.J.: SIFT, SURF & seasons: appearance-based long-term localization in outdoor environments. Robot. Auton. Syst. 58, 149–156 (2010)
    • (2010) Robot. Auton. Syst. , vol.58 , pp. 149-156
    • Valgren, C.1    Lilienthal, A.J.2
  • 5
    • 33745934686 scopus 로고    scopus 로고
    • Creating efficient codebooks for visual recognition. IEEE International Conference on Computer Vision, pp. 604–610
    • Jurie, F., Triggs, B.: Creating efficient codebooks for visual recognition. IEEE International Conference on Computer Vision, pp. 604–610. IEEE (2005)
    • (2005) IEEE
    • Jurie, F.1    Triggs, B.2
  • 6
    • 51949090223 scopus 로고    scopus 로고
    • Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. IEEE Conference on Computer Vision and Pattern Recognition, pp. 1–8. IEEE (2008)
    • Boiman, O., Shechtman, E., Irani, M.: In defense of nearest-neighbor based image classification. IEEE Conference on Computer Vision and Pattern Recognition, pp. 1–8. IEEE (2008)
  • 7
    • 20744459004 scopus 로고    scopus 로고
    • Global localization and relative positioning based on scale-invariant keypoints
    • Li, F., Yang, X., Kosecka, J.: Global localization and relative positioning based on scale-invariant keypoints. Robot. Auton. Syst. 52, 27–38 (2005)
    • (2005) Robot. Auton. Syst. , vol.52 , pp. 27-38
    • Li, F.1    Yang, X.2    Kosecka, J.3
  • 9
    • 84862678171 scopus 로고    scopus 로고
    • Global localization with non-quantized local image features
    • Campos, F.M., Correia, L., Calado, J.MF.: Global localization with non-quantized local image features. Robot. Auton. Syst. 60, 1011–1020 (2012)
    • (2012) Robot. Auton. Syst. , vol.60 , pp. 1011-1020
    • Campos, F.M.1    Correia, L.2    Calado, J.M.F.3
  • 12
    • 0033713738 scopus 로고    scopus 로고
    • Combining multiple classifiers by averaging or by multiplying?
    • Tax, D., Breukelen, M.V., Duin, R., Kittler, J.: Combining multiple classifiers by averaging or by multiplying?Pattern Recognit. 33, 1475–1485 (2000)
    • (2000) Pattern Recognit. , vol.33 , pp. 1475-1485
    • Tax, D.1    Breukelen, M.V.2    Duin, R.3    Kittler, J.4
  • 14
    • 21244501361 scopus 로고    scopus 로고
    • A theoretical and experimental analysis of linear combiners for multiple classifier systems
    • Fumera, G., Roli, F.: A theoretical and experimental analysis of linear combiners for multiple classifier systems. IEEE Trans. Pattern Anal. Mach. Intell. 27, 942–956 (2005)
    • (2005) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , pp. 942-956
    • Fumera, G.1    Roli, F.2
  • 16
    • 0036487270 scopus 로고    scopus 로고
    • Noise compensation in a person verification system using face and multiple speech features
    • Sanderson, C., Paliwal, K.: Noise compensation in a person verification system using face and multiple speech features. Pattern Recognit. 36, 293–302 (2003)
    • (2003) Pattern Recognit. , vol.36 , pp. 293-302
    • Sanderson, C.1    Paliwal, K.2
  • 17
    • 0036874527 scopus 로고    scopus 로고
    • Noise adaptive stream weighting in audio-visual speech recognition. EURASIP
    • Heckmann, M., Berthommier, F., Kroschel, K.: Noise adaptive stream weighting in audio-visual speech recognition. EURASIP J. Appl. Signal Process., 1260–1273 (2002)
    • (2002) J. Appl. Signal Process. , pp. 1260-1273
    • Heckmann, M.1    Berthommier, F.2    Kroschel, K.3
  • 18
    • 0035394653 scopus 로고    scopus 로고
    • Adaptive fusion of speech and lip information for robust speaker identification
    • Wark, T., Sridharan, S.: Adaptive fusion of speech and lip information for robust speaker identification. Digit. Signal Process. 11, 169–186 (2001)
    • (2001) Digit. Signal Process. , vol.11 , pp. 169-186
    • Wark, T.1    Sridharan, S.2
  • 19
    • 75749106784 scopus 로고    scopus 로고
    • Audio-visual integration for robust speech recognition using maximum weighted stream posteriors, pp. 654–657
    • Seymour, R., Stewart, D., Ming, J.: Audio-visual integration for robust speech recognition using maximum weighted stream posteriors, pp. 654–657. INTERSPEECH (2007)
    • (2007) INTERSPEECH
    • Seymour, R.1    Stewart, D.2    Ming, J.3
  • 20
    • 63449120701 scopus 로고    scopus 로고
    • Dynamic modality weighting for multi-stream hmms inaudio-visual speech recognition. Proceedings of the 10th Conference on Multimodal Interfaces, pp. 237–240
    • Gurban, M., Thiran, J.: Dynamic modality weighting for multi-stream hmms inaudio-visual speech recognition. Proceedings of the 10th Conference on Multimodal Interfaces, pp. 237–240. ACM (2008)
    • (2008) ACM
    • Gurban, M.1    Thiran, J.2
  • 21
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60, 91–110 (2004)
    • (2004) Int. J. Comput. Vis. , vol.60 , pp. 91-110
    • Lowe, D.1
  • 22
    • 84255194285 scopus 로고    scopus 로고
    • Mobile robot global localization with non-quantized SIFT features. The 15th International Conference on Advanced Robotics
    • IEEE, Tallin, Estonia:
    • Campos, F.M., Correia, L., Calado, J.MF.: Mobile robot global localization with non-quantized SIFT features. The 15th International Conference on Advanced Robotics, pp. 582–587. IEEE, Tallin, Estonia (2011)
    • (2011) pp , vol.582-587
    • Campos, F.M.1    Correia, L.2    Calado, J.M.F.3
  • 23
    • 33947236748 scopus 로고    scopus 로고
    • Rapid biologically-inspired scene classification using features shared with visual attention
    • Siagian, C., Itti, L.: Rapid biologically-inspired scene classification using features shared with visual attention. IEEE Trans. Pattern Anal. Mach. Intell. 29, 300–312 (2007)
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , pp. 300-312
    • Siagian, C.1    Itti, L.2
  • 24
    • 69249208586 scopus 로고    scopus 로고
    • Biologically inspired mobile robot vision localization
    • Siagian, C., Itti, L.: Biologically inspired mobile robot vision localization. IEEE Trans. Robot. 25, 861–873 (2009)
    • (2009) IEEE Trans. Robot. , vol.25 , pp. 861-873
    • Siagian, C.1    Itti, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.