19.4.4.7.2 Shape Features for Database Indexing, Feature Extraction

del Bimbo, A., Pala, P.,
Shape indexing by multi-scale representation,
IVC(17), No. 3/4, March 1999, pp. 245-261.
WWW Version. BibRef 9903
Earlier:
Image Indexing Using Shape Based Visual Features,
ICPR96(III: 351-355).
WWW Version. 9608(Univ. di Firenze, I) BibRef

Berretti, S., del Bimbo, A., Pala, P.,
Indexed retrieval by shape appearance,
VISP(147), No. 4, 2000, pp. 356-362. 0010 BibRef
Earlier:
Retrieval by shape using multidimensional indexing structures,
CIAP99(945-950).
WWW Version. 9909 BibRef

Pala, P., Santini, S.,
Image retrieval by shape and texture,
PR(32), No. 3, March 1999, pp. 517-527.
WWW Version. BibRef 9903
Earlier:
Image retrieval by multidimensional elastic matching,
CIAP97(II: 212-219).
WWW Version. 9709 BibRef

Berretti, S., del Bimbo, A., Vicario, E.,
The Computational Aspect of Retrieval by Spatial Arrangement,
ICPR00(Vol I: 1047-1051).
WWW Version.
HTML Version. 0009 BibRef

Berretti, S., del Bimbo, A.,
Multiresolution Spatial Partitioning for Shape Representation,
ICPR04(II: 775-778).
WWW Version. 0409 BibRef

Kliot, M.[Michael], Rivlin, E.[Ehud],
Invariant-Based Shape Retrieval in Pictorial Databases,
CVIU(71), No. 2, August 1998, pp. 182-197.
WWW Version. BibRef 9808
Earlier: ECCV98(I: 491).
WWW Version. BibRef
Earlier:
Invariant-based data model for image databases,
ICIP98(II: 803-807).
WWW Version. 9810 BibRef

Abbasi, S.[Sadegh], Mokhtarian, F.[Farzin], Kittler, J.V.,
Curvature Scale Space Image in Shape Similarity Retrieval,
MultSys(7), No. 6, 1999, pp. 467-476. 0109 BibRef
Earlier:
Shape Similarity Retrieval Using a Height Adjustment Curvature Scale Space Image,
Visual97(xx). BibRef
Earlier:
Reliable Classification of Chrysanthemum Leaves Through Curvature Scale Space,
ScaleSpace97(xx). 9702 BibRef
Earlier: A2, A1, A3:
Robust and Efficient Shape Indexing through Curvature Scale Space,
BMVC96(Shape). 9608
Postscript Version. University of Surrey. Use for database indexing. See also Affine Curvature Scale Space with Affine Length Parametrisation. See also Scale Based Description and Recognition of Planar Curves and Two-Dimensional Shapes. BibRef

Abbasi, S.[Sadegh], Mokhtarian, F.[Farzin], Kittler, J.V.[Josef V.],
Enhancing CSS-based shape retrieval for objects with shallow concavities,
IVC(18), No. 3, February 2000, pp. 199-211.
WWW Version. 0001 BibRef
Earlier: A2, A1, A3:
A new approach to computation of curvature scale space image for shape similarity retrieval,
CIAP97(II: 140-147).
WWW Version. 9709CSS: Curvature Scale Space. BibRef

Abbasi, S., Mokhtarian, F.,
Affine-Similar Shape Retrieval: Application to Multiview 3-D Object Recognition,
IP(10), No. 1, January 2001, pp. 131-139.
WWW Version. 0101 BibRef
Earlier:
Automatic View Selection in Multi-view Object Recognition,
ICPR00(Vol I: 13-16).
WWW Version.
HTML Version. 0009 BibRef
Earlier: A2, A1:
Curvature Scale Space for Shape Similarity Retrieval Under Affine Transforms,
CAIP99(65-72).
WWW Version. 9909 See also Affine Curvature Scale Space with Affine Length Parametrisation. BibRef

Mokhtarian, F.[Farzin], Abbasi, S.[Sadegh],
Robust automatic selection of optimal views in multi-view free-form object recognition,
PR(38), No. 7, July 2005, pp. 1021-1031.
WWW Version. 0505 BibRef
Earlier:
Automatic Selection of Optimal Views in Multi-view Object Recognition,
BMVC00(xx-yy).
PDF Version. 0009 BibRef

Mokhtarian, F.[Farzin], Abbasi, S.[Sadegh],
Shape similarity retrieval under affine transforms,
PR(35), No. 1, January 2002, pp. 31-41.
WWW Version. 0111 BibRef
Earlier: A2, A1:
Shape Similarity Retrieval under Affine Transform: Application to Multi-View Object Representation and Recognition,
ICCV99(450-455).
WWW Version. BibRef

Wang, Z.Y.[Zhi-Yong], Chi, Z.[Zheru], Feng, D.D.[David Dagan],
Content-based image retrieval using block-constrained fractal coding and nona-tree decomposition,
VISP(147), No. 1, February 2000, pp. 9. 0005 BibRef

Wang, Z., Chi, Z.[Zheru], Feng, D.D.[David Dagan],
Shape based leaf image retrieval,
VISP(150), No. 1, February 2003, pp. 34-43.
IEEE Top Reference. 0304 BibRef

Fu, H.[Hong], Chi, Z.[Zheru], Feng, D.D.[David Dagan], Song, J.[Jiatao],
Machine learning techniques for ontology-based leaf classification,
ICARCV04(I: 681-686).
WWW Version. 0412 BibRef

Fu, H.[Hong], Chi, Z.[Zheru], Feng, D.D.[David Dagan],
Attention-driven image interpretation with application to image retrieval,
PR(39), No. 9, September 2006, pp. 1604-1621.
WWW Version. 0606 BibRef

Wang, Z.Y.[Zhi-Yong], Feng, D.D.[David Dagan], Chi, Z.[Zheru],
Comparison of image partition methods for adaptive image categorization based on structural image representation,
ICARCV04(I: 676-680).
WWW Version. 0412Database organization. BibRef

Zhou, X.S.[Xiang Sean], Huang, T.S.[Thomas S.],
Edge-Based Structural Features for Content-Based Image Retrieval,
PRL(22), No. 5, April 2001, pp. 457-468.
HTML Version. 0105 BibRef
Earlier:
Image Representation and Retrieval Using Structural Features,
ICPR00(Vol I: 1039-1042).
WWW Version.
HTML Version. 0009 BibRef

Zhou, X.S.[Xiang Sean], Rui, Y.[Yong], Huang, T.S.[Thomas S.],
Water-Filling: A Novel Way for Image Structural Feature Extraction,
ICIP99(II:570-574).
IEEE Abstract. IEEE Top Reference. From edge maps. BibRef 9900

Avrithis, Y.S.[Yannis S.], Xirouhakis, Y.[Yiannis], Kollias, S.D.[Stefanos D.],
Affine-invariant curve normalization for object shape representation, classification, and retrieval,
MVA(13), No. 2 2001, pp. 80-94.
HTML Version. 0201 BibRef
Earlier:
Affine-invariant Curve Normalization for Shape-based Retrieval,
ICPR00(Vol I: 1015-1018).
WWW Version.
HTML Version. 0009 BibRef

Raftopoulos, K.A.[Konstantinos A.], Kollias, S.D.[Stefanos D.],
The Global-Local Transformation for Invariant Shape Representation,
ISVC07(II: 224-233).
WWW Version. 0711 BibRef

Brandt, S.[Sami], Laaksonen, J.T.[Jorma T.], Oja, E.[Erkki],
Statistical Shape Features for Content-Based Image Retrieval,
JMIV(17), No. 2, September 2002, pp. 187-198.
WWW Version. 0211 BibRef
Earlier:
Statistical Shape Features in Content-based Image Retrieval,
ICPR00(Vol II: 1062-1065).
WWW Version. 0009 BibRef

Sastry, C.S., Pujari, A.K.[Arun K.], Deekshatulu, B.L., Bhagvati, C.,
A wavelet based multiresolution algorithm for rotation invariant feature extraction,
PRL(25), No. 16, December 2004, pp. 1845-1855.
WWW Version. 0411Rotationally invariant CBIR. BibRef

Sastry, C.S.[Challa S.], Ravindranath, M., Pujari, A.K.[Arun K.], Deekshatulu, B.L.,
A modified Gabor function for content based image retrieval,
PRL(28), No. 2, 15 January 2007, pp. 293-300.
WWW Version. 0611Gabor function; Modified Gabor function; Content based image retrieval; Rotational invariance BibRef

Bartolini, I.[Ilaria], Ciaccia, P.[Paolo], Patella, M.[Marco],
WARP: Accurate Retrieval of Shapes Using Phase of Fourier Descriptors and Time Warping Distance,
PAMI(27), No. 1, January 2005, pp. 142-147.
IEEE Abstract. IEEE Top Reference. 0412Describe contours with Fourier coefficeits and phase. BibRef

Kontos, D.[Despina], Megalooikonomou, V.[Vasileios],
Fast and effective characterization for classification and similarity searches of 2D and 3D spatial region data,
PR(38), No. 11, November 2005, pp. 1831-1846.
WWW Version. 0509 BibRef

Megalooikonomou, V., Dutta, H., Kontos, D.,
Fast and effective characterization of 3D region data,
ICIP02(I: 421-424).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Vijayaraghavan, T., Rajan, K.,
Image coding of 3D volume using wavelet transform for fast retrieval of 2D images,
VISP(153), No. 4, August 2006, pp. 507-511.
WWW Version. 0705 BibRef

Gottfried, B.[Bjorn],
Qualitative similarity measures: The case of two-dimensional outlines,
CVIU(110), No. 1, April 2008, pp. 117-133.
WWW Version. 0804 BibRef
Earlier:
Querying for silhouettes by qualitative feature schemes,
DIAL06(281-290).
WWW Version. 0604Qualitative representations; Qualitative similarity measures BibRef

Zaboli, H.[Hamidreza], Rahmati, M.[Mohammad],
Shape Representation and Classification Using Boundary Radius Function,
ACCV07(II: 217-226).
WWW Version. 0711 BibRef

Zaboli, H.[Hamidreza], Rahmati, M.[Mohammad], Mirzaei, A.[Abdolreza],
Shape Recognition and Retrieval: A Structural Approach Using Velocity Function,
CAIP07(734-741).
WWW Version. 0708 BibRef

Horster, E.[Eva], Lienhart, R.[Rainer],
Fusing Local Image Descriptors for Large-Scale Image Retrieval,
SLAM07(1-8).
WWW Version. 0706 BibRef

Akgül, C.B.[Ceyhun Burak], Sankur, B.[Bülent], Yemez, Y.[Yücel], Schmitt, F.[Francis],
Improving Efficiency of Density-Based Shape Descriptors for 3D Object Retrieval,
MIRAGE07(330-340).
WWW Version. 0703 BibRef

Dutagaci, H., Sankur, B.[Bülent], Yemez, Y.[Yücel],
Transform-based methods for indexing and retrieval of 3D objects,
3DIM05(188-195).
WWW Version. 0508 BibRef

Shi, C.J.[Chao-Jian], Wang, B.[Bin],
Shape Retrieval Using Statistical Chord-Length Features,
PSIVT06(403-410).
WWW Version. 0612Shape by Chord Lengths. BibRef

Zlatoff, N.[Nicolas], Ryder, G.[Guillaume], Tellez, B.[Bruno], Baskurt, A.[Atilla],
Content-Based Image Retrieval: on the Way to Object Features,
ICPR06(IV: 153-156).
WWW Version. 0609 BibRef

Schuldt, A., Gottfried, B., Herzog, O.,
Retrieving Shapes Efficiently by a Qualitative Shape Descriptor: The Scope Histogram,
CIVR06(261-270).
WWW Version. 0607 BibRef

Liu, Y.[Yi], Zha, H.B.[Hong-Bin], Qin, H.[Hong],
Shape Topics: A Compact Representation and New Algorithms for 3D Partial Shape Retrieval,
CVPR06(II: 2025-2032).
WWW Version. 0606 BibRef

Wang, J.Q.[Jun-Qiu], Zha, H.B.[Hong-Bin], Cipolla, R.,
Combining Interest Points and Edges for Content-based Image Retrieval,
ICIP05(III: 1256-1259).
WWW Version. 0512 BibRef

Leibe, B.[Bastian], Mikolajczyk, K.[Krystian], Schiele, B.[Bernt],
Efficient Clustering and Matching for Object Class Recognition,
BMVC06(II:789).
PDF Version. 0609 BibRef
Earlier: A2, A1, A3:
Local Features for Object Class Recognition,
ICCV05(II: 1792-1799).
WWW Version. 0510SIFT ( See also Performance Evaluation of Local Descriptors, A. ) works better than Salient Regions ( See also Saliency, Scale and Image Description. ). See also Segmentation Based Multi-Cue Integration for Object Detection. BibRef

Luo, J.[Jie], Caputo, B.[Barbara], Zweig, A.[Alon], Bach, J.H.[Jörg-Hendrik], Anemüller, J.[Jörn],
Object Category Detection Using Audio-Visual Cues,
CVS08(xx-yy).
WWW Version. 0805 BibRef

Caputo, B., Wallraven, C., Nilsback, M.E.,
Object categorization via local kernels,
ICPR04(II: 132-135).
WWW Version. 0409 BibRef

Brunner, G.[Gerd], Burkhardt, H.[Hans],
Structure Features for Content-Based Image Retrieval,
DAGM05(425).
WWW Version. 0509 BibRef

Rea, H.J., Corney, J.R., Clark, D.E.R., Taylor, N.K.,
A surface partitioning spectrum (SPS) for retrieval and indexing of 3D CAD models,
3DPVT04(167-174).
IEEE Abstract. IEEE Top Reference. 0412 BibRef

Mlsna, P.A., Sirakov, N.M.,
Intelligent shape feature extraction and indexing for efficient content-based medical image retrieval,
Southwest04(172-176).
IEEE Abstract. IEEE Top Reference. 0411 BibRef

Halawani, A., Burkhardt, H.,
Image retrieval by local evaluation of nonlinear kernel functions around salient points,
ICPR04(II: 955-960).
WWW Version. 0409 BibRef

Li, Q.Y.[Qing-Yong], Hu, H.[Hong], Shi, Z.[Zhongzhi],
Semantic feature extraction using genetic programming in image retrieval,
ICPR04(I: 648-651).
WWW Version. 0409 BibRef

Chavez-Aragon, A., Starostenko, O.,
Image retrieval by ontological description of shapes (IRONS), early results,
CRV04(341-346).
IEEE Abstract. IEEE Top Reference. 0408 BibRef

Leung, M.W.[Man-Wai], Chan, K.L.[Kwok-Leung],
Object-Based Image Retrieval Using Hierarchical Shape Descriptor,
CIVR02(165-174).
HTML Version. 0208 BibRef

Kadyrov, A., Petrou, M.,
Object descriptors invariant to affine distortions,
BMVC01(Session 5: Matching & Retrieval).
HTML Version. University of Surrey 0110 BibRef

Abdel-Mottaleb, M.,
Image Retrieval Based on Edge Representation,
ICIP00(Vol III: 734-737).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Gu, Y.H.[Yu-Hua], Tjahjadi, T.,
Corner-Based Curve Feature Extraction for Object Retrieval,
ICIP99(I:119-123).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Hwang, W.S., Weng, J.J., Fang, M., Qian, J.,
A Fast Image Retrieval Algorithm with Automatically Extracted Discriminant Features,
CBAIVL99(xx-yy). BibRef 9900

Esperanca, C., and Samet, H.,
A Differential Code for Shape Representation in Image Database Applications,
ICIP97(I: 556-559).
WWW Version. BibRef 9700

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Object Extraction, Object Detection for Database Indexing .