메뉴 건너뛰기




Volumn 1, Issue , 2009, Pages 331-340

Fast approximate nearest neighbors with automatic algorithm configuration

Author keywords

Clustering; Hierarchical k means tree; Nearest neighbors search; Randomized kd trees

Indexed keywords

APPROXIMATE ALGORITHMS; APPROXIMATE NEAREST NEIGHBOR; AUTOMATIC ALGORITHMS; CLUSTERING; COMPUTER VISION PROBLEMS; DATA SETS; DEGREE OF PRECISION; EXACT ALGORITHMS; HIERARCHICAL K-MEANS TREE; HIGH DIMENSIONAL SPACES; HIGH-DIMENSIONAL PROBLEMS; K-D TREE; K-MEANS; LINEAR SEARCH; NEAREST-NEIGHBORS; NEAREST-NEIGHBORS SEARCH; ORDER OF MAGNITUDE; PARAMETER SELECTION; PARAMETER VALUES; PUBLIC DOMAINS; QUERY TIME; RANDOMIZED KD-TREES;

EID: 70349675925     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2326)

References (17)
  • 2
    • 0032201716 scopus 로고    scopus 로고
    • An optimal algorithm for approximate nearest neighbor searching in fixed dimensions
    • Arya, S., Mount, D. M., Netanyahu, N. S., Silverman, R., and Wu, A. Y. (1998). An optimal algorithm for approximate nearest neighbor searching in fixed dimensions. Journal of the ACM, 45:891-923.
    • (1998) Journal of the ACM , vol.45 , pp. 891-923
    • Arya, S.1    Mount, D.M.2    Netanyahu, N.S.3    Silverman, R.4    Wu, A.Y.5
  • 3
    • 0030715166 scopus 로고    scopus 로고
    • Shape indexing using approximate nearest-neighbor search in high dimensional spaces
    • Beis, J. S. and Lowe, D. G. (1997). Shape indexing using approximate nearest-neighbor search in high dimensional spaces. In CVPR, pages 1000-1006.
    • (1997) CVPR , pp. 1000-1006
    • Beis, J.S.1    Lowe, D.G.2
  • 4
    • 0007173470 scopus 로고
    • Near neighbor search in large metric spaces
    • Brin, S. (1995). Near neighbor search in large metric spaces. In VLDB, pages 574-584.
    • (1995) VLDB , pp. 574-584
    • Brin, S.1
  • 5
    • 84945709355 scopus 로고
    • An algorithm for finding best matches in logarithmic expected time
    • Freidman, J. H., Bentley, J. L., and Finkel, R. A. (1977). An algorithm for finding best matches in logarithmic expected time. ACM Trans. Math. Softw., 3:209-226.
    • (1977) ACM Trans. Math. Softw , vol.3 , pp. 209-226
    • Freidman, J.H.1    Bentley, J.L.2    Finkel, R.A.3
  • 6
    • 0016533974 scopus 로고
    • A branch and bound algorithm for computing k-nearest neighbors
    • Fukunaga, K. and Narendra, P. M. (1975). A branch and bound algorithm for computing k-nearest neighbors. IEEE Trans. Comput., 24:750-753.
    • (1975) IEEE Trans. Comput , vol.24 , pp. 750-753
    • Fukunaga, K.1    Narendra, P.M.2
  • 7
    • 84898039605 scopus 로고    scopus 로고
    • Efficient clustering and matching for object class recognition
    • Leibe, B., Mikolajczyk, K., and Schiele, B. (2006). Efficient clustering and matching for object class recognition. In BMVC.
    • (2006) BMVC
    • Leibe, B.1    Mikolajczyk, K.2    Schiele, B.3
  • 9
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D. G. (2004). Distinctive image features from scale-invariant keypoints. Int. Journal of Computer Vision, 60:91-110.
    • (2004) Int. Journal of Computer Vision , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 11
    • 33845592987 scopus 로고    scopus 로고
    • Scalable recognition with a vocabulary tree
    • Nister, D. and Stewenius, H. (2006). Scalable recognition with a vocabulary tree. In CVPR, pages 2161-2168.
    • (2006) CVPR , pp. 2161-2168
    • Nister, D.1    Stewenius, H.2
  • 12
    • 34948903793 scopus 로고    scopus 로고
    • Object retrieval with large vocabularies and fast spatial matching
    • Philbin, J., Chum, O., Isard, M., Sivic, J., and Zisserman, A. (2007). Object retrieval with large vocabularies and fast spatial matching. In CVPR.
    • (2007) CVPR
    • Philbin, J.1    Chum, O.2    Isard, M.3    Sivic, J.4    Zisserman, A.5
  • 13
    • 34948903293 scopus 로고    scopus 로고
    • City-scale location recognition
    • Schindler, G., Brown, M., and Szeliski, R. (2007). City-scale location recognition. In CVPR, pages 1-7.
    • (2007) CVPR , pp. 1-7
    • Schindler, G.1    Brown, M.2    Szeliski, R.3
  • 15
    • 51949097915 scopus 로고    scopus 로고
    • Optimised KD-trees for fast image descriptor matching
    • Silpa-Anan, C. and Hartley, R. (2008). Optimised KD-trees for fast image descriptor matching. In CVPR.
    • (2008) CVPR
    • Silpa-Anan, C.1    Hartley, R.2
  • 16
    • 0345414182 scopus 로고    scopus 로고
    • Video Google: A text retrieval approach to object matching in videos
    • Sivic, J. and Zisserman, A. (2003). Video Google: A text retrieval approach to object matching in videos. In ICCV.
    • (2003) ICCV
    • Sivic, J.1    Zisserman, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.