Robust Hierarchical Indexing based on Texture Features
In this paper, we present a hierarchical indexing method based on texture characterization for image retrieval. The novelty of our contribution is the hierarchical structure of the index: it exploits the multiresolution formulation of Wavelet Transforms to define a new set of approximated versions o...
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| Vydané v: | Journal of visual languages and computing Ročník 11; číslo 4; s. 383 - 404 |
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| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
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01.08.2000
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| ISSN: | 1045-926X |
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| Abstract | In this paper, we present a hierarchical indexing method based on texture characterization for image retrieval. The novelty of our contribution is the hierarchical structure of the index: it exploits the multiresolution formulation of Wavelet Transforms to define a new set of approximated versions of the images for each level of resolution. On this set, the algorithm extracts significant signatures by means of statistical correlations; the experimental results and the analysis of computational complexity have proved that the algorithm presents the best performance at the highest level of the indexing hierarchy, where the computational complexity is the lowest. Our method has been evaluated by the following methodologies: (a) the study of the computational complexity for signature generation; (b) the comparison with analogous methods based on texture analysis by reporting the performance obtained on the same database (Brodatz); and (c) the evaluation of the robustness of the hierarchical indexing in different color spaces, by querying the database with different versions of the original images obtained by noise addition (gaussian and scanner acquisition noise and lossy compression distortion), brightness and contrast enhancement, color and scale adjustment and rotation. Even if our method is designed for texture databases, experiments show satisfactory results also on a real heterogeneous photographic database. This confirms the possibility of exploiting our method as a low computational complexity indexing tool based on texture characterization in a broader system for hierarchical content-based retrieval. |
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| AbstractList | In this paper, we present a hierarchical indexing method based on texture characterization for image retrieval. The novelty of our contribution is the hierarchical structure of the index: it exploits the multiresolution formulation of Wavelet Transforms to define a new set of approximated versions of the images for each level of resolution. On this set, the algorithm extracts significant signatures by means of statistical correlations; the experimental results and the analysis of computational complexity have proved that the algorithm presents the best performance at the highest level of the indexing hierarchy, where the computational complexity is the lowest. Our method has been evaluated by the following methodologies: (a) the study of the computational complexity for signature generation; (b) the comparison with analogous methods based on texture analysis by reporting the performance obtained on the same database (Brodatz); and (c) the evaluation of the robustness of the hierarchical indexing in different color spaces, by querying the database with different versions of the original images obtained by noise addition (gaussian and scanner acquisition noise and lossy compression distortion), brightness and contrast enhancement, color and scale adjustment and rotation. Even if our method is designed for texture databases, experiments show satisfactory results also on a real heterogeneous photographic database. This confirms the possibility of exploiting our method as a low computational complexity indexing tool based on texture characterization in a broader system for hierarchical content-based retrieval. |
| Author | GIANCANE, ALESSANDRO ALBANESI, MARIA GRAZIA FERRETTI, MARCO |
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| Cites_doi | 10.1109/MMCS.1999.779144 10.1016/S0031-3203(98)00035-1 10.1109/TPAMI.1987.4767923 10.1016/0165-1684(93)90144-Y 10.1109/TPAMI.1984.4767552 10.1109/2.410154 10.1109/CVPR.1996.517110 10.1109/69.404033 10.1006/jvci.1997.0355 10.1109/34.192463 10.1007/s005300050120 10.1117/12.143648 10.1016/0031-3203(96)00011-8 10.1016/0031-3203(95)00160-3 10.1007/BF00130487 10.1145/218380.218454 10.1109/29.45554 10.1109/18.57199 10.1016/0167-8655(94)90124-4 10.1109/5.30749 |
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| References | Del Bimbo, Vicario, Zingoni (RF13) 1995; 7 Topiwala (RF28) 1998 Mallat (RF27) 1989; 11 W. Niblack Brodatz (RF33) 1966 Mallat (RF20) 1989; 37 M. Vetterli, J. Kovaèević, 1995, WAVELETS, Subband Coding, Prentice-Hall PTR, Englewood Cliffs, NJ Levine (RF25) 1985 Chang, Shi, Yan (RF12) 1987; 9 Carson, Ogle (RF18) 1996; 19 Strang, Nguyen (RF26) 1997 1993, The QBIC project: querying images by content using color, texture and shape, 9203, IBM Res. Div Almaden Research Center Unser, Aldroubi, Eden (RF32) 1993; 30 Jain, Vailaya (RF3) 1996; 29 Corridoni, Del Bimbo, Pala (RF9) 1999; 7 Daubechies (RF21) 1990; 36 Mehrotra, Gary (RF14) 1995; 28 T. P. Minka, R. W. Picard, 1995, Interactive learning using a society of models, 249, MIT Media Laboratory Cambridge, MA Chang, Liu (RF11) 1984; 6 Jain (RF16) 1989 Del Bimbo (RF10) 1999 (RF6) 1995; 9 Jacobs, Finkelstein, Salesin (RF31) 1995 Cohen (RF23) 1989; 77 Tuceryan, Jain (RF15) 1993 Van de Wouwer, Sceunders, Livens, Van Dick (RF30) 1999; 32 Swain, Ballard (RF4) 1991; 7 Bhaskaran, Konstantinides (RF24) 1997 Gimel'farb, Jain (RF34) 1996; 29 Gupta, Jain (RF1) 1997; 40 Idris, Panchanathan (RF2) 1997; 8 Smith, Chang (RF19) 1996 Brambilla, Ventura, Gagliardi, Schettini (RF29) 1999; 1 Schettini (RF7) 1994; 15 Smith, Chang (RF8) 1996; 3 Jacobs (10.1006/jvlc.2000.0168_RF31) 1995 (10.1006/jvlc.2000.0168_RF6) 1995; 9 10.1006/jvlc.2000.0168_RF22 Levine (10.1006/jvlc.2000.0168_RF25) 1985 Tuceryan (10.1006/jvlc.2000.0168_RF15) 1993 Gupta (10.1006/jvlc.2000.0168_RF1) 1997; 40 Bhaskaran (10.1006/jvlc.2000.0168_RF24) 1997 Smith (10.1006/jvlc.2000.0168_RF19) 1996 Corridoni (10.1006/jvlc.2000.0168_RF9) 1999; 7 Del Bimbo (10.1006/jvlc.2000.0168_RF10) 1999 Swain (10.1006/jvlc.2000.0168_RF4) 1991; 7 Smith (10.1006/jvlc.2000.0168_RF8) 1996; 3 Brambilla (10.1006/jvlc.2000.0168_RF29) 1999; 1 Brodatz (10.1006/jvlc.2000.0168_RF33) 1966 Daubechies (10.1006/jvlc.2000.0168_RF21) 1990; 36 10.1006/jvlc.2000.0168_RF17 Del Bimbo (10.1006/jvlc.2000.0168_RF13) 1995; 7 Mehrotra (10.1006/jvlc.2000.0168_RF14) 1995; 28 Chang (10.1006/jvlc.2000.0168_RF11) 1984; 6 Cohen (10.1006/jvlc.2000.0168_RF23) 1989; 77 Van de Wouwer (10.1006/jvlc.2000.0168_RF30) 1999; 32 Topiwala (10.1006/jvlc.2000.0168_RF28) 1998 Idris (10.1006/jvlc.2000.0168_RF2) 1997; 8 10.1006/jvlc.2000.0168_RF5 Unser (10.1006/jvlc.2000.0168_RF32) 1993; 30 Jain (10.1006/jvlc.2000.0168_RF3) 1996; 29 Jain (10.1006/jvlc.2000.0168_RF16) 1989 Chang (10.1006/jvlc.2000.0168_RF12) 1987; 9 Gimel'farb (10.1006/jvlc.2000.0168_RF34) 1996; 29 Strang (10.1006/jvlc.2000.0168_RF26) 1997 Mallat (10.1006/jvlc.2000.0168_RF27) 1989; 11 Mallat (10.1006/jvlc.2000.0168_RF20) 1989; 37 Schettini (10.1006/jvlc.2000.0168_RF7) 1994; 15 Carson (10.1006/jvlc.2000.0168_RF18) 1996; 19 |
| References_xml | – volume: 30 start-page: 141 year: 1993 end-page: 162 ident: RF32 article-title: A family of polynomial spline wavelet transforms publication-title: Signal Processing – volume: 19 start-page: 19 year: 1996 end-page: 27 ident: RF18 article-title: Storage and retrieval of feature data for a very large online image collection publication-title: IEEE Computer Society Data Engineering Bulletin – volume: 32 start-page: 443 year: 1999 end-page: 451 ident: RF30 article-title: Wavelet correlation signature for color texture characterization publication-title: Pattern Recognition – reference: , 1993, The QBIC project: querying images by content using color, texture and shape, 9203, IBM Res. Div Almaden Research Center – volume: 29 start-page: 1233 year: 1996 end-page: 1244 ident: RF3 article-title: Image retrieval using color and shape publication-title: Pattern Recognition – volume: 15 start-page: 1089 year: 1994 end-page: 1097 ident: RF7 article-title: Multicolored object recognition and location publication-title: Pattern Recognition Letters – start-page: 235 year: 1993 end-page: 276 ident: RF15 article-title: Texture analysis publication-title: Handbook of Pattern Recognition and Computer Vision – volume: 36 start-page: 961 year: 1990 end-page: 1003 ident: RF21 article-title: The wavelet transform time–frequency localization and signal analysis publication-title: IEEE Transactions on Information Theory – reference: M. Vetterli, J. Kovaèević, 1995, WAVELETS, Subband Coding, Prentice-Hall PTR, Englewood Cliffs, NJ – year: 1997 ident: RF24 publication-title: Image and Video Compression Standards – year: 1966 ident: RF33 publication-title: Textures: A Photographic Album for Artists and Designers – year: 1989 ident: RF16 publication-title: Fundamental of Digital Image Processing – reference: T. P. Minka, R. W. Picard, 1995, Interactive learning using a society of models, 249, MIT Media Laboratory Cambridge, MA – volume: 3 year: 1996 ident: RF8 article-title: Local color and texture extraction and spatial query publication-title: IEEE Proceedings of the International Conference on Image Processing – volume: 40 start-page: 71 year: 1997 end-page: 79 ident: RF1 article-title: Visual information retrieval publication-title: Communication of the ACM – year: 1997 ident: RF26 publication-title: Wavelet and Filter Banks – volume: 8 start-page: 146 year: 1997 end-page: 166 ident: RF2 article-title: Reviews of image and video indexing techniques publication-title: Journal of Visual Communication and Image Representations – year: 1996 ident: RF19 article-title: VisualSEEk: a fully automated content based image query system publication-title: Proceedings of the ACM Multimedia Conference – volume: 77 start-page: 941 year: 1989 end-page: 981 ident: RF23 article-title: Time–frequency distributions—a review publication-title: Proceedings of the IEEE – volume: 6 start-page: 475 year: 1984 end-page: 484 ident: RF11 article-title: Picture indexing and abstraction techniques for pictorial databases publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence – volume: 7 start-page: 609 year: 1995 end-page: 621 ident: RF13 article-title: Symbolic description of image sequences with spatio-temporal logic publication-title: IEEE Transactions on Knowledge and Data Engineering – volume: 7 start-page: 175 year: 1999 end-page: 183 ident: RF9 article-title: Image retrieval by color semantics publication-title: ACM Multimedia Systems – volume: 1 start-page: 183 year: 1999 end-page: 188 ident: RF29 article-title: Multiresolution wavelet transform and supervised learning for content-based image retrieval publication-title: IEEE International Conference On Multimedia Computing and Systems – volume: 28 start-page: 57 year: 1995 end-page: 62 ident: RF14 article-title: Similar shape retrieval in shape data management publication-title: IEEE Computer – volume: 11 start-page: 674 year: 1989 end-page: 693 ident: RF27 article-title: A theory for multiresolution signal decomposition: the wavelet representation publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence – volume: 9 start-page: 23 year: 1995 end-page: 31 ident: RF6 publication-title: IEEE Computer – year: 1985 ident: RF25 publication-title: Vision in Man and Machine – volume: 37 start-page: 2091 year: 1989 end-page: 2110 ident: RF20 article-title: Multifrequency channel decompositions of images and wavelet models publication-title: IEEE Transactions on Acoustic, Speech and Signal Processing – reference: W. Niblack, – volume: 29 start-page: 1461 year: 1996 end-page: 1483 ident: RF34 article-title: On retrieving textured images from an image database publication-title: Pattern Recognition – year: 1995 ident: RF31 article-title: Fast multiresolution image querying publication-title: Proceedings of ACM SIGGRAPH 95 – volume: 9 start-page: 413 year: 1987 end-page: 427 ident: RF12 article-title: Iconic indexing by 2D strings publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence – year: 1998 ident: RF28 publication-title: Wavelet Image and Video Compression – volume: 7 start-page: 11 year: 1991 end-page: 32 ident: RF4 article-title: Color indexing publication-title: International Journal of Computer Vision – year: 1999 ident: RF10 publication-title: Visual Information Retrieval – year: 1997 ident: 10.1006/jvlc.2000.0168_RF24 – volume: 1 start-page: 183 year: 1999 ident: 10.1006/jvlc.2000.0168_RF29 article-title: Multiresolution wavelet transform and supervised learning for content-based image retrieval publication-title: IEEE International Conference On Multimedia Computing and Systems doi: 10.1109/MMCS.1999.779144 – volume: 32 start-page: 443 year: 1999 ident: 10.1006/jvlc.2000.0168_RF30 article-title: Wavelet correlation signature for color texture characterization publication-title: Pattern Recognition doi: 10.1016/S0031-3203(98)00035-1 – volume: 9 start-page: 413 year: 1987 ident: 10.1006/jvlc.2000.0168_RF12 article-title: Iconic indexing by 2D strings publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence doi: 10.1109/TPAMI.1987.4767923 – volume: 30 start-page: 141 year: 1993 ident: 10.1006/jvlc.2000.0168_RF32 article-title: A family of polynomial spline wavelet transforms publication-title: Signal Processing doi: 10.1016/0165-1684(93)90144-Y – volume: 6 start-page: 475 year: 1984 ident: 10.1006/jvlc.2000.0168_RF11 article-title: Picture indexing and abstraction techniques for pictorial databases publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence doi: 10.1109/TPAMI.1984.4767552 – year: 1989 ident: 10.1006/jvlc.2000.0168_RF16 – volume: 28 start-page: 57 year: 1995 ident: 10.1006/jvlc.2000.0168_RF14 article-title: Similar shape retrieval in shape data management publication-title: IEEE Computer doi: 10.1109/2.410154 – ident: 10.1006/jvlc.2000.0168_RF17 doi: 10.1109/CVPR.1996.517110 – volume: 9 start-page: 23 year: 1995 ident: 10.1006/jvlc.2000.0168_RF6 publication-title: IEEE Computer – year: 1966 ident: 10.1006/jvlc.2000.0168_RF33 – ident: 10.1006/jvlc.2000.0168_RF22 – volume: 7 start-page: 609 year: 1995 ident: 10.1006/jvlc.2000.0168_RF13 article-title: Symbolic description of image sequences with spatio-temporal logic publication-title: IEEE Transactions on Knowledge and Data Engineering doi: 10.1109/69.404033 – volume: 8 start-page: 146 year: 1997 ident: 10.1006/jvlc.2000.0168_RF2 article-title: Reviews of image and video indexing techniques publication-title: Journal of Visual Communication and Image Representations doi: 10.1006/jvci.1997.0355 – volume: 11 start-page: 674 year: 1989 ident: 10.1006/jvlc.2000.0168_RF27 article-title: A theory for multiresolution signal decomposition: the wavelet representation publication-title: IEEE Transactions on Pattern Analysis and Machine Intelligence doi: 10.1109/34.192463 – volume: 3 year: 1996 ident: 10.1006/jvlc.2000.0168_RF8 article-title: Local color and texture extraction and spatial query – volume: 7 start-page: 175 year: 1999 ident: 10.1006/jvlc.2000.0168_RF9 article-title: Image retrieval by color semantics publication-title: ACM Multimedia Systems doi: 10.1007/s005300050120 – volume: 19 start-page: 19 year: 1996 ident: 10.1006/jvlc.2000.0168_RF18 article-title: Storage and retrieval of feature data for a very large online image collection publication-title: IEEE Computer Society Data Engineering Bulletin – year: 1985 ident: 10.1006/jvlc.2000.0168_RF25 – volume: 40 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Computer Vision doi: 10.1007/BF00130487 – year: 1995 ident: 10.1006/jvlc.2000.0168_RF31 article-title: Fast multiresolution image querying doi: 10.1145/218380.218454 – start-page: 235 year: 1993 ident: 10.1006/jvlc.2000.0168_RF15 article-title: Texture analysis – volume: 37 start-page: 2091 year: 1989 ident: 10.1006/jvlc.2000.0168_RF20 article-title: Multifrequency channel decompositions of images and wavelet models publication-title: IEEE Transactions on Acoustic, Speech and Signal Processing doi: 10.1109/29.45554 – volume: 36 start-page: 961 year: 1990 ident: 10.1006/jvlc.2000.0168_RF21 article-title: The wavelet transform time–frequency localization and signal analysis publication-title: IEEE Transactions on Information Theory doi: 10.1109/18.57199 – year: 1997 ident: 10.1006/jvlc.2000.0168_RF26 – volume: 15 start-page: 1089 year: 1994 ident: 10.1006/jvlc.2000.0168_RF7 article-title: Multicolored object recognition and location publication-title: Pattern Recognition Letters doi: 10.1016/0167-8655(94)90124-4 – volume: 77 start-page: 941 year: 1989 ident: 10.1006/jvlc.2000.0168_RF23 article-title: Time–frequency distributions—a review publication-title: Proceedings of the IEEE doi: 10.1109/5.30749 |
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