A multiscale morphological approach to local contrast enhancement

被引:138
作者
Mukhopadhyay, S [1 ]
Chanda, B [1 ]
机构
[1] Indian Stat Inst, Elect & Commun Sci Unit, Calcutta 700035, W Bengal, India
关键词
D O I
10.1016/S0165-1684(99)00161-9
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A scheme for enhancing local contrast of raw images based on multiscale morphology is presented in this paper. The conventional theoretical concept of local contrast enhancement has been extended in the regime of mathematical morphology. The intensity values of the scale-specific features of the image extracted using multiscale tophat transformation are modified for achieving local contrast enhancement. Locally enhanced features are combined to reconstruct the final image. The proposed algorithm has been executed on a set of raw images for testing its efficacy and the result has been compared with that of other standard methods for getting idea about its relative performance. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:685 / 696
页数:12
相关论文
共 32 条
  • [1] [Anonymous], RANDOM SETS INTEGRAL
  • [2] [Anonymous], IMAGE ANAL USING MAT
  • [3] ATTAS I, 1995, IEEE T IMAGE PROCESS, V4, P845
  • [4] Boccignone G, 1997, INT CONF ACOUST SPEE, P2789, DOI 10.1109/ICASSP.1997.595368
  • [5] A multi-scale morphologic edge detector
    Chanda, B
    Kundu, MK
    Padmaja, YV
    [J]. PATTERN RECOGNITION, 1998, 31 (10) : 1469 - 1478
  • [6] Dorst L., 1982, Proceedings of the 6th International Conference on Pattern Recognition, P604
  • [7] DUFF M, 1979, ADV DIGITAL IMAGE PR
  • [8] FLOREBY L, 1997, P ICASSP 97 MUN GERM, V4, P2585
  • [9] HEXAGONAL PARALLEL PATTERN TRANSFORMATIONS
    GOLAY, MJE
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 1969, C 18 (08) : 733 - &
  • [10] GRAY-LEVEL TRANSFORMATIONS FOR INTERACTIVE IMAGE-ENHANCEMENT
    GONZALEZ, RC
    FITTES, BA
    [J]. MECHANISM AND MACHINE THEORY, 1977, 12 (01) : 111 - 122