메뉴 건너뛰기




Volumn 7, Issue 12, 1998, Pages 1684-1699

Hybrid image segmentation using watersheds and fast region merging

Author keywords

Image segmentation; Nearest neighbor region merging; Noise reduction; Watershed transform

Indexed keywords

ALGORITHMS; EFFICIENCY; GRAPH THEORY; MATHEMATICAL TRANSFORMATIONS; MORPHOLOGY; NOISE ABATEMENT; SPURIOUS SIGNAL NOISE; WATERSHEDS;

EID: 0032297229     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.730380     Document Type: Article
Times cited : (669)

References (49)
  • 1
    • 0026828885 scopus 로고
    • Computational strategies for object recognition
    • Mar.
    • P. Suetens, P. Fua, and A. J. Hanson, "Computational strategies for object recognition," ACM Comput. Surv., vol. 24, pp. 5-61, Mar. 1992.
    • (1992) ACM Comput. Surv. , vol.24 , pp. 5-61
    • Suetens, P.1    Fua, P.2    Hanson, A.J.3
  • 2
    • 0022037766 scopus 로고
    • Three-dimensional object recognition
    • Mar.
    • P. Besl and R. Jain, "Three-dimensional object recognition," ACM Comput. Surv., vol. 17, pp. 75-145, Mar. 1985.
    • (1985) ACM Comput. Surv. , vol.17 , pp. 75-145
    • Besl, P.1    Jain, R.2
  • 4
    • 0025445376 scopus 로고
    • 3-D segmentation of MR images of the head for 3-D display
    • June
    • M. Bomans, K. Hohne, U. Tiede, and M. Riemer, "3-D segmentation of MR images of the head for 3-D display," IEEE Trans. Med. Imag., vol. 9, pp. 253-277, June 1990.
    • (1990) IEEE Trans. Med. Imag. , vol.9 , pp. 253-277
    • Bomans, M.1    Hohne, K.2    Tiede, U.3    Riemer, M.4
  • 5
    • 0023670647 scopus 로고
    • Recent results in high-compression image coding
    • Nov.
    • M. Kunt, M. Benard, and R. Leonardi, "Recent results in high-compression image coding," IEEE Trans. Circuits Syst., vol. 34, pp. 1306-1336, Nov. 1987.
    • (1987) IEEE Trans. Circuits Syst. , vol.34 , pp. 1306-1336
    • Kunt, M.1    Benard, M.2    Leonardi, R.3
  • 6
    • 0026370521 scopus 로고
    • Image sequence coding by split and merge
    • Dec.
    • P. Willemin, T. Reed, and M. Kunt, "Image sequence coding by split and merge," IEEE Trans.Commun., vol. 39, pp. 1845-1855, Dec. 1991.
    • (1991) IEEE Trans.Commun. , vol.39 , pp. 1845-1855
    • Willemin, P.1    Reed, T.2    Kunt, M.3
  • 7
    • 0029254034 scopus 로고
    • Polynomial approximation and vector quantization: A region-based integration
    • F. D. Natale, G. Desoli, D. Giusto, and G. Vernazza, "Polynomial approximation and vector quantization: A region-based integration," IEEE Trans. Commun., vol. 43, 1995.
    • (1995) IEEE Trans. Commun. , vol.43
    • Natale, F.D.1    Desoli, G.2    Giusto, D.3    Vernazza, G.4
  • 9
    • 0027658896 scopus 로고
    • A review on image segmentation techniques
    • N. Pal and S. Pal, "A review on image segmentation techniques," Pattern Recognit., vol. 26, pp. 1277-1294, 1993.
    • (1993) Pattern Recognit. , vol.26 , pp. 1277-1294
    • Pal, N.1    Pal, S.2
  • 10
    • 0021892020 scopus 로고
    • Image segmentation techniques
    • R. Haralick and L. Shapiro, "Image segmentation techniques," CVGIP, vol. 29, pp. 100-132, 1985.
    • (1985) CVGIP , vol.29 , pp. 100-132
    • Haralick, R.1    Shapiro, L.2
  • 14
    • 0018828706 scopus 로고
    • Theory of edge detection
    • D. Marr and E. Hildreth, "Theory of edge detection," in Proc. R. Soc. Lond. B, 1980, no. 207, pp. 187-217.
    • (1980) Proc. R. Soc. Lond. B , Issue.207 , pp. 187-217
    • Marr, D.1    Hildreth, E.2
  • 15
    • 0022808786 scopus 로고
    • A computational approach to edge detection
    • Nov.
    • J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Machine. Intell., vol. PAMI-8, pp. 679-698, Nov. 1986.
    • (1986) IEEE Trans. Pattern Anal. Machine. Intell. , vol.PAMI-8 , pp. 679-698
    • Canny, J.1
  • 17
    • 34250098710 scopus 로고
    • Using Canny's criteria to derive a recursively implemented optimal edge detector
    • R. Deriche, "Using Canny's criteria to derive a recursively implemented optimal edge detector," Int. J. Comput. Vis., pp. 167-187, 1987.
    • (1987) Int. J. Comput. Vis. , pp. 167-187
    • Deriche, R.1
  • 18
    • 0026205499 scopus 로고
    • Recursive filtering and edge tracking: Two primary tools for 3D edge detection
    • Aug.
    • O. Monga, R. Deriche, G. Malandain, and J. P. Cocquerez, "Recursive filtering and edge tracking: Two primary tools for 3D edge detection," Image Vis. Comput., vol. 9, pp. 203-214, Aug. 1991.
    • (1991) Image Vis. Comput. , vol.9 , pp. 203-214
    • Monga, O.1    Deriche, R.2    Malandain, G.3    Cocquerez, J.P.4
  • 20
    • 0023978579 scopus 로고
    • Segmentation through variable-order surface fitting
    • Mar.
    • P. Besl and R. Jain, "Segmentation through variable-order surface fitting," IEEE Trans. Pattern Anal. Machine Intell., vol. 10, pp. 167-192, Mar. 1988.
    • (1988) IEEE Trans. Pattern Anal. Machine Intell. , vol.10 , pp. 167-192
    • Besl, P.1    Jain, R.2
  • 21
    • 34250086182 scopus 로고
    • Segmenting images using localized histograms and region merging
    • R. Beveridge et al., "Segmenting images using localized histograms and region merging," Comput. Vis., Graph., Image Process., vol. 2, pp. 311-347, 1989.
    • (1989) Comput. Vis., Graph., Image Process. , vol.2 , pp. 311-347
    • Beveridge, R.1
  • 22
    • 0016943204 scopus 로고
    • Picture segmentation by a tree traversal algorithm
    • Apr.
    • S. Horowitz and T. Pavlidis, "Picture segmentation by a tree traversal algorithm," J. Assoc. Comput. Mach., vol. 23, pp. 368-388, Apr. 1976.
    • (1976) J. Assoc. Comput. Mach. , vol.23 , pp. 368-388
    • Horowitz, S.1    Pavlidis, T.2
  • 23
    • 0026221493 scopus 로고
    • Split-and-merge image segmentation based on localized feature analysis and statistical tests
    • Sept.
    • S. Chen, W. Lin, and C. Chen, "Split-and-merge image segmentation based on localized feature analysis and statistical tests," CVGIP: Graph. Models Image Process., vol. 53, pp. 457-475, Sept. 1991.
    • (1991) CVGIP: Graph. Models Image Process. , vol.53 , pp. 457-475
    • Chen, S.1    Lin, W.2    Chen, C.3
  • 24
    • 0027656836 scopus 로고
    • Homogeneity testing for unlabeled data: A performance evaluation
    • Sept.
    • Z. Wu, "Homogeneity testing for unlabeled data: A performance evaluation," CVGIP: Graph. Models Image Process., vol. 55, pp. 370-380, Sept. 1993.
    • (1993) CVGIP: Graph. Models Image Process. , vol.55 , pp. 370-380
    • Wu, Z.1
  • 25
    • 20444440880 scopus 로고
    • Random field models in image analysis
    • R. Dubes and A. Jain, "Random field models in image analysis," J. Appl. Stat., vol. 16, pp. 131-164, 1989.
    • (1989) J. Appl. Stat. , vol.16 , pp. 131-164
    • Dubes, R.1    Jain, A.2
  • 26
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty images
    • J. Besag, "On the statistical analysis of dirty images," J. R. Stat. Soc. B, vol. 48, pp. 259-302, 1986.
    • (1986) J. R. Stat. Soc. B , vol.48 , pp. 259-302
    • Besag, J.1
  • 27
    • 84950881632 scopus 로고
    • Probabilistic solution of ill-posed problems in computational vision
    • Mar.
    • J. Marroquin, S. Mitter, and T. Poggio, "Probabilistic solution of ill-posed problems in computational vision," J. Amer. Stat. Assoc., vol. 82, pp. 76-89, Mar. 1987.
    • (1987) J. Amer. Stat. Assoc. , vol.82 , pp. 76-89
    • Marroquin, J.1    Mitter, S.2    Poggio, T.3
  • 29
    • 38249012560 scopus 로고
    • Scale and segmentation of grey-level images using maximum gradient paths
    • July/Aug.
    • L. D. Griffin, A. C. F. Colchester, and G. P. Robinson, "Scale and segmentation of grey-level images using maximum gradient paths," Image Vis. Comput., vol. 10, pp. 389-402, July/Aug. 1992.
    • (1992) Image Vis. Comput. , vol.10 , pp. 389-402
    • Griffin, L.D.1    Colchester, A.C.F.2    Robinson, G.P.3
  • 31
    • 0026172104 scopus 로고
    • Watersheds in digital spaces: An efficient algorithm based on immersion simulations
    • June
    • L. Vincent and P. Soille, "Watersheds in digital spaces: An efficient algorithm based on immersion simulations," IEEE Trans. Pattern Anal. Machine Intell., vol. 13, pp. 583-598, June 1991.
    • (1991) IEEE Trans. Pattern Anal. Machine Intell. , vol.13 , pp. 583-598
    • Vincent, L.1    Soille, P.2
  • 32
    • 0027610850 scopus 로고
    • Multiresolution analysis of ridges and valleys in gray-scale images
    • June
    • J. M. Gauch and S. M. Pizer, "Multiresolution analysis of ridges and valleys in gray-scale images, "IEEE Trans. Pattern Anal. Machine Intell., vol. 15, pp. 635-646, June 1993.
    • (1993) IEEE Trans. Pattern Anal. Machine Intell. , vol.15 , pp. 635-646
    • Gauch, J.M.1    Pizer, S.M.2
  • 33
    • 33747714660 scopus 로고
    • A hybrid algorithm for the segmentation of 2D/3D images
    • June
    • S. Orphanoudakis, G. Tziritas, and K. Haris, "A hybrid algorithm for the segmentation of 2D/3D images," in Proc. IPMI'95, June 1995.
    • (1995) Proc. IPMI'95
    • Orphanoudakis, S.1    Tziritas, G.2    Haris, K.3
  • 35
    • 12844271878 scopus 로고
    • Smoothing 2-D or 3-D images using local classification
    • Edinburgh, U.K., Sept.
    • K. Haris, G. Tziritas, and S. Orphanoudakis, "Smoothing 2-D or 3-D images using local classification," in Proc. EUSIPCO, Edinburgh, U.K., Sept. 1994.
    • (1994) Proc. EUSIPCO
    • Haris, K.1    Tziritas, G.2    Orphanoudakis, S.3
  • 36
    • 84956523275 scopus 로고    scopus 로고
    • Image noise reduction based on local classification and iterated conditional modes
    • U.K,. Nov. 4-7
    • K. Haris, S. N. Efstratiadis, N. Maglaveras, and C. Pappas, "Image noise reduction based on local classification and iterated conditional modes," in Proc. IWISP, Manchester, U.K,. Nov. 4-7, 1996.
    • (1996) Proc. IWISP, Manchester
    • Haris, K.1    Efstratiadis, S.N.2    Maglaveras, N.3    Pappas, C.4
  • 37
    • 0027627788 scopus 로고
    • Estimation of noise in images: An evaluation
    • July
    • S. Olsen, "Estimation of noise in images: An evaluation," CVGIP: Graph. Models Image Process., vol. 55, pp. 319-323, July 1993.
    • (1993) CVGIP: Graph. Models Image Process. , vol.55 , pp. 319-323
    • Olsen, S.1
  • 38
    • 0027576716 scopus 로고
    • Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms
    • Aug.
    • L. Vincent, "Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms," IEEE Trans. Image Process., vol. 2, pp. 176-201, Aug. 1993.
    • (1993) IEEE Trans. Image Process. , vol.2 , pp. 176-201
    • Vincent, L.1
  • 39
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • May
    • S. Kirkpatrick, C. Gelatt, and M. Vecchi, "Optimization by simulated annealing," Science, vol. 220, pp. 671-680, May 1983.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.2    Vecchi, M.3
  • 41
    • 0024610590 scopus 로고
    • Hierarchy in picture segmentation: A stepwise optimization approach
    • Feb.
    • J. Beaulieu and M. Goldberg, "Hierarchy in picture segmentation: A stepwise optimization approach," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 150-163, Feb. 1989.
    • (1989) IEEE Trans. Pattern Anal. Machine Intell. , vol.11 , pp. 150-163
    • Beaulieu, J.1    Goldberg, M.2
  • 42
    • 84944178665 scopus 로고
    • Hierarchical grouping to optimize an objective function
    • J. H. Ward, "Hierarchical grouping to optimize an objective function," J. American Stat. Assoc., vol. 58, pp. 236-245, 1963.
    • (1963) J. American Stat. Assoc. , vol.58 , pp. 236-245
    • Ward, J.H.1
  • 44
    • 0027644068 scopus 로고
    • Adaptive split-and-merge segmentation based on piecewise least-square approximation
    • Aug.
    • X. Wu, "Adaptive split-and-merge segmentation based on piecewise least-square approximation," IEEE Trans. Pattern Anal. Machine Intell., vol. 15, pp. 808-815, Aug. 1993.
    • (1993) IEEE Trans. Pattern Anal. Machine Intell. , vol.15 , pp. 808-815
    • Wu, X.1
  • 47
    • 0027659237 scopus 로고
    • Quantification of MR brain images by mixture density and partial volume modeling
    • Sept.
    • P. Santago and H. Gage, "Quantification of MR brain images by mixture density and partial volume modeling," IEEE Trans. Med. Imag., vol. 12, pp. 566-574, Sept. 1993.
    • (1993) IEEE Trans. Med. Imag. , vol.12 , pp. 566-574
    • Santago, P.1    Gage, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.