메뉴 건너뛰기




Volumn 30, Issue 10, 2009, Pages 939-949

Use of aggregation pheromone density for image segmentation

Author keywords

Aggregation pheromone; Ant colony optimization; Clustering; Image segmentation

Indexed keywords

AGGREGATION BEHAVIOR; AGGREGATION PHEROMONE; ANT COLONY OPTIMIZATION; CLUSTER VALIDITY; CLUSTERING; CLUSTERING PROBLEMS; DATA POINTS; DEPOSIT PHEROMONE; K-MEANS; MEAN SHIFT; NOVEL METHODS; SEARCH SPACES; SOCIAL INSECTS;

EID: 67349232292     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2009.03.004     Document Type: Article
Times cited : (20)

References (52)
  • 1
    • 0003770145 scopus 로고
    • ISODATA: A Novel Method of Data Analysis and Pattern Classification
    • Technical report, Stanford Research Institute, Menlo Park, CA
    • Ball, G.H., Hall, D.J., 1965. ISODATA: A Novel Method of Data Analysis and Pattern Classification. Technical report, Stanford Research Institute, Menlo Park, CA.
    • (1965)
    • Ball, G.H.1    Hall, D.J.2
  • 2
    • 0002962138 scopus 로고
    • Chemo-orientation in walking insects
    • Bell W.J. Chemo-orientation in walking insects. Chem. Ecol. Insects (1984) 93-109
    • (1984) Chem. Ecol. Insects , pp. 93-109
    • Bell, W.J.1
  • 4
  • 5
    • 45849125425 scopus 로고    scopus 로고
    • Chu, Shu-Chuan, Lai, Mei-Shin, Huang, Hsiang-Cheh, 2006. Image texture segmentation with ant colony systems. In: Proc. 1 st Internat. Conf. on Innovative Computing, Information and Control, I, ICICIC 06, pp. 652-656.
    • Chu, Shu-Chuan, Lai, Mei-Shin, Huang, Hsiang-Cheh, 2006. Image texture segmentation with ant colony systems. In: Proc. 1 st Internat. Conf. on Innovative Computing, Information and Control, vol. I, ICICIC 06, pp. 652-656.
  • 8
    • 0031122887 scopus 로고    scopus 로고
    • Ant colony system: A cooperative learning approach to the travelling salesman problem
    • Dorigo M., and Gambardella L.M. Ant colony system: A cooperative learning approach to the travelling salesman problem. IEEE Trans. Evol. Comput. 1 1 (1997) 53-66
    • (1997) IEEE Trans. Evol. Comput. , vol.1 , Issue.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 10
    • 0030082551 scopus 로고    scopus 로고
    • The ant system: Optimization by a colony of cooperating agents
    • Dorigo M., Maniezzo V., and Colorni A. The ant system: Optimization by a colony of cooperating agents. IEEE Trans. SMC B 26 1 (1996) 29-41
    • (1996) IEEE Trans. SMC B , vol.26 , Issue.1 , pp. 29-41
    • Dorigo, M.1    Maniezzo, V.2    Colorni, A.3
  • 13
    • 84949938398 scopus 로고    scopus 로고
    • Freixenet, J., Muńoz, X., Raba, D., Marti{dotless}́, J., Cufi{dotless}́, X., 2002. Yet another survey on image segmentation: Region and boundary information integration. In: ECCV'02: Proc. 7th Eur. Conf. on Computer Vision - Part III. Springer-Verlag, pp. 408-422.
    • Freixenet, J., Muńoz, X., Raba, D., Marti{dotless}́, J., Cufi{dotless}́, X., 2002. Yet another survey on image segmentation: Region and boundary information integration. In: ECCV'02: Proc. 7th Eur. Conf. on Computer Vision - Part III. Springer-Verlag, pp. 408-422.
  • 14
    • 0016421071 scopus 로고
    • The estimation of the gradient of a density function, with applications in pattern recognition
    • Fukunaga K., and Hostetler L.D. The estimation of the gradient of a density function, with applications in pattern recognition. IEEE Trans. Inform. Theory 21 1 (1975) 32-40
    • (1975) IEEE Trans. Inform. Theory , vol.21 , Issue.1 , pp. 32-40
    • Fukunaga, K.1    Hostetler, L.D.2
  • 15
    • 42649140888 scopus 로고    scopus 로고
    • Aggregation pheromone density based image segmentation
    • Kalra, P, Peleg, S, Eds, Proc. 5 th Indian Conf. on Computer Vision, Graphics and Image Processing, ICVGIP'06, Springer-Verlag, Berlin, Heidelberg, pp
    • Ghosh, S., Kothari, M., Ghosh, A., 2006. Aggregation pheromone density based image segmentation. In: Kalra, P., Peleg, S. (Eds.), Proc. 5 th Indian Conf. on Computer Vision, Graphics and Image Processing. (ICVGIP'06), LNCS 4338. Springer-Verlag, Berlin, Heidelberg, pp. 118-127.
    • (2006) LNCS , vol.4338 , pp. 118-127
    • Ghosh, S.1    Kothari, M.2    Ghosh, A.3
  • 16
    • 42649083306 scopus 로고    scopus 로고
    • Aggregation pheromone density based data clustering
    • Ghosh A., Halder A., Kothari M., and Ghosh S. Aggregation pheromone density based data clustering. Inform. Sci. 178 13 (2008) 2816-2831
    • (2008) Inform. Sci. , vol.178 , Issue.13 , pp. 2816-2831
    • Ghosh, A.1    Halder, A.2    Kothari, M.3    Ghosh, S.4
  • 19
    • 14944348667 scopus 로고    scopus 로고
    • Clustering validity assessment: Finding the optimal partitioning of a data set
    • California, USA
    • Halkidi, M., Vazirgiannis, M., 2001. Clustering validity assessment: Finding the optimal partitioning of a data set. In: Proc. ICDM, California, USA.
    • (2001) Proc. ICDM
    • Halkidi, M.1    Vazirgiannis, M.2
  • 20
    • 42649115456 scopus 로고    scopus 로고
    • Ant-based and swarm-based clustering
    • (Published online on 13 th November 2007)
    • Handl J., and Meyer B. Ant-based and swarm-based clustering. Swarm Intel. 1 (2007) 95-113 (Published online on 13 th November 2007)
    • (2007) Swarm Intel. , vol.1 , pp. 95-113
    • Handl, J.1    Meyer, B.2
  • 22
    • 28944438745 scopus 로고    scopus 로고
    • Ant-based clustering and topographic mapping
    • Handl J., Knowles J., and Dorigo M. Ant-based clustering and topographic mapping. Artificial Life 12 1 (2006) 35-62
    • (2006) Artificial Life , vol.12 , Issue.1 , pp. 35-62
    • Handl, J.1    Knowles, J.2    Dorigo, M.3
  • 24
    • 0030418828 scopus 로고    scopus 로고
    • A comparison study of image segmentation by clustering techniques
    • Kettaf, F.Z., Bi, D., de Beauville, J.P.A., 1996. A comparison study of image segmentation by clustering techniques. In: Proc. ICSP'96, pp. 1280-1283.
    • (1996) Proc. ICSP'96 , pp. 1280-1283
    • Kettaf, F.Z.1    Bi, D.2    de Beauville, J.P.A.3
  • 26
    • 36049029954 scopus 로고    scopus 로고
    • Aggregation pheromone density based clustering
    • S.P. Mohanty, A. Sahoo Eds, IEEE Computer Society Press, Los Alamitos, California, pp
    • Kothari, M., Ghosh, S., Ghosh, A., 2006. Aggregation pheromone density based clustering. In: S.P. Mohanty, A. Sahoo (Eds.), Proc. 9th Internat. Conf. on Information Technology (ICIT06). IEEE Computer Society Press, Los Alamitos, California, pp. 259-264.
    • (2006) Proc. 9th Internat. Conf. on Information Technology (ICIT06) , pp. 259-264
    • Kothari, M.1    Ghosh, S.2    Ghosh, A.3
  • 27
    • 37549053002 scopus 로고    scopus 로고
    • Aggregation pheromone density based change detection in remotely sensed images
    • Pal, P, Ed, World Scientific Publishing Co. Pvt. Ltd, Singapore, pp
    • Kothari, M., Ghosh, S., Ghosh, A., 2007. Aggregation pheromone density based change detection in remotely sensed images. In: Pal, P. (Ed.), Proc. 6 th International Conference on Advances in Pattern Recognition (ICAPR'07). World Scientific Publishing Co. Pvt. Ltd., Singapore, pp. 193-197.
    • (2007) Proc. 6 th International Conference on Advances in Pattern Recognition (ICAPR'07) , pp. 193-197
    • Kothari, M.1    Ghosh, S.2    Ghosh, A.3
  • 30
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • University of California Press, Berkeley, CA, pp
    • MacQueen, L., 1967. Some methods for classification and analysis of multivariate observations. In: Proc. 5 th Berkeley Symposium on Mathematical Statistics and Probability, vol. 1. University of California Press, Berkeley, CA, pp. 281-297.
    • (1967) Proc. 5 th Berkeley Symposium on Mathematical Statistics and Probability , vol.1 , pp. 281-297
    • MacQueen, L.1
  • 31
    • 0033444876 scopus 로고    scopus 로고
    • Distribution free decomposition of multivariate data
    • Meer P., and Comaniciu D. Distribution free decomposition of multivariate data. Pattern Anal. Applications 2 (1999) 22-30
    • (1999) Pattern Anal. Applications , vol.2 , pp. 22-30
    • Meer, P.1    Comaniciu, D.2
  • 33
    • 84957690734 scopus 로고    scopus 로고
    • Monmarché, N., Slimane, M., Venturini, G., 1999. On improving clustering in numerical databases with artificial ants. In: Floreano, D., Nicoud, J.D., Mondala, F. (Eds.), 5th Eur. Conf. on Artificial Life (ECAL'99), Lecture Notes in Artificial Intelligence, Swiss Federal Institute of Technology, Lausanne, Switzerland, 1674. Springer-Verlag, pp. 626-635.
    • Monmarché, N., Slimane, M., Venturini, G., 1999. On improving clustering in numerical databases with artificial ants. In: Floreano, D., Nicoud, J.D., Mondala, F. (Eds.), 5th Eur. Conf. on Artificial Life (ECAL'99), Lecture Notes in Artificial Intelligence, Swiss Federal Institute of Technology, Lausanne, Switzerland, vol. 1674. Springer-Verlag, pp. 626-635.
  • 34
    • 0028982136 scopus 로고
    • Unusual thermal defence by a honeybee against mass attack by hornets
    • Ono M., Igarashi T., Ohno E., and Sasaki M. Unusual thermal defence by a honeybee against mass attack by hornets. Nature 377 6547 (1995) 334-336
    • (1995) Nature , vol.377 , Issue.6547 , pp. 334-336
    • Ono, M.1    Igarashi, T.2    Ohno, E.3    Sasaki, M.4
  • 36
    • 51749087150 scopus 로고    scopus 로고
    • An efficient ant algorithm for swarm-based image clustering
    • Ouadfel S., and Batouche M. An efficient ant algorithm for swarm-based image clustering. J. Comput. Sci. 3 7 (2007) 162-167
    • (2007) J. Comput. Sci. , vol.3 , Issue.7 , pp. 162-167
    • Ouadfel, S.1    Batouche, M.2
  • 37
    • 0027658896 scopus 로고
    • A review on image segmentation techniques
    • Pal N.R., and Pal S.K. A review on image segmentation techniques. Pattern Recognition 26 9 (1993) 1277-1294
    • (1993) Pattern Recognition , vol.26 , Issue.9 , pp. 1277-1294
    • Pal, N.R.1    Pal, S.K.2
  • 38
    • 12444256358 scopus 로고    scopus 로고
    • Self-organized stigmergic document maps: Environment as a mechanism for context learning
    • Alba, E, Herrera, F, Merelo, J.J, Eds, Spain, pp
    • Ramos, V., Merelo, J.J., 2002. Self-organized stigmergic document maps: Environment as a mechanism for context learning. In: Alba, E., Herrera, F., Merelo, J.J. (Eds.), Proc. 1 st Internat. Conf. on Metaheuristic, Evolutionary and Bio-Inspired Algorithms, Spain, pp. 284-293.
    • (2002) Proc. 1 st Internat. Conf. on Metaheuristic, Evolutionary and Bio-Inspired Algorithms , pp. 284-293
    • Ramos, V.1    Merelo, J.J.2
  • 39
    • 2442618482 scopus 로고    scopus 로고
    • Self-organized data and image retrieval as a consequence of inter-dynamic synergistic relationships in artificial ant colonies
    • del Solar Ruiz, J, Abraham, A, Koppen, M, Eds, Amsterdam, IOS Press, pp
    • Ramos, V., Muge, F., Pina, P., 2002. Self-organized data and image retrieval as a consequence of inter-dynamic synergistic relationships in artificial ant colonies. In: del Solar Ruiz, J., Abraham, A., Koppen, M. (Eds.), Frontiers in Artificial Intelligence and Applications, Soft Computing Systems - Design, Management and Applications, Amsterdam, vol. 87, 2002. IOS Press, pp. 500-509.
    • (2002) Frontiers in Artificial Intelligence and Applications, Soft Computing Systems - Design, Management and Applications , vol.87 , pp. 500-509
    • Ramos, V.1    Muge, F.2    Pina, P.3
  • 40
    • 1842422015 scopus 로고    scopus 로고
    • Survey over image thresholding techniques and quantitative performance evaluation
    • Sezgin M., and Sankur B. Survey over image thresholding techniques and quantitative performance evaluation. J. Electron. Imaging 13 1 (2004) 146-168
    • (2004) J. Electron. Imaging , vol.13 , Issue.1 , pp. 146-168
    • Sezgin, M.1    Sankur, B.2
  • 42
    • 34848884200 scopus 로고    scopus 로고
    • Ant colony optimization for continuous domains
    • Socha K., and Dorigo M. Ant colony optimization for continuous domains. Eur. J. Operat. Res. 185 3 (2008) 1155-1173
    • (2008) Eur. J. Operat. Res. , vol.185 , Issue.3 , pp. 1155-1173
    • Socha, K.1    Dorigo, M.2
  • 43
    • 0027133378 scopus 로고
    • Aggregation arrestant pheromone of the German cockroach, Blattella germanica (L.) (Dictyoptera: Blattellidae): Isolation and structure elucidation of blasttellastanoside-A and B
    • Sukama M., and Fukami H. Aggregation arrestant pheromone of the German cockroach, Blattella germanica (L.) (Dictyoptera: Blattellidae): Isolation and structure elucidation of blasttellastanoside-A and B. J. Chem. Ecol. 19 (1993) 2521-2541
    • (1993) J. Chem. Ecol. , vol.19 , pp. 2521-2541
    • Sukama, M.1    Fukami, H.2
  • 44
    • 33847029148 scopus 로고    scopus 로고
    • Object segmentation using ant colony optimization algorithm and fuzzy entropy
    • Tao W., Jin H., and Liu L. Object segmentation using ant colony optimization algorithm and fuzzy entropy. Pattern Recognition Lett. 28 (2007) 788-796
    • (2007) Pattern Recognition Lett. , vol.28 , pp. 788-796
    • Tao, W.1    Jin, H.2    Liu, L.3
  • 47
    • 27144516617 scopus 로고    scopus 로고
    • Ant colony optimization for continuous domains with aggregation pheromones metaphor
    • United Kingdom, pp
    • Tsutsui, S., 2004. Ant colony optimization for continuous domains with aggregation pheromones metaphor. In: Proc. 5th Internat. Conf. on Recent Advances in Soft Computing (RASC'04), United Kingdom, pp. 207-212.
    • (2004) Proc. 5th Internat. Conf. on Recent Advances in Soft Computing (RASC'04) , pp. 207-212
    • Tsutsui, S.1
  • 48
    • 27144463940 scopus 로고    scopus 로고
    • Performance of aggregation pheromone system on unimodal and multimodal problems
    • Menlo Park, CA, IEEE, pp
    • Tsutsui, S., Pelikan, M., Ghosh, A., 2005. Performance of aggregation pheromone system on unimodal and multimodal problems. In: Proc. Congress on Evolutionary Computation, Menlo Park, CA, IEEE, pp. 880-887.
    • (2005) Proc. Congress on Evolutionary Computation , pp. 880-887
    • Tsutsui, S.1    Pelikan, M.2    Ghosh, A.3
  • 49
    • 24744465266 scopus 로고    scopus 로고
    • Towards improving clustering ants: An adaptive ant clustering algorithm
    • Vizine A.L., de Castro L.N., Hruschka E.R., and Gudwin R.R. Towards improving clustering ants: An adaptive ant clustering algorithm. Informatica 29 (2005) 143-154
    • (2005) Informatica , vol.29 , pp. 143-154
    • Vizine, A.L.1    de Castro, L.N.2    Hruschka, E.R.3    Gudwin, R.R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.