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).
IEEE DOI Link 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).
IEEE DOI Link 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).
IEEE DOI Link
HTML Version. 0009
BibRef

Berretti, S., del Bimbo, A.,
Multiresolution Spatial Partitioning for Shape Representation,
ICPR04(II: 775-778).
IEEE DOI Link 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).
IEEE DOI Link 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. 9709
CSS: 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.
IEEE DOI Link 0101
BibRef
Earlier:
Automatic View Selection in Multi-view Object Recognition,
ICPR00(Vol I: 13-16).
IEEE DOI Link
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).
IEEE DOI Link 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).
IEEE DOI Link 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).
IEEE DOI Link 0412
Database 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).
IEEE DOI Link
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).
IEEE DOI Link
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).
Springer DOI Link 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).
IEEE DOI Link 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. 0411
Rotationally 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. 0611
Gabor 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. 0412
Describe 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).
IEEE DOI Link 0604
Qualitative representations; Qualitative similarity measures BibRef

Akgül, C.B.[Ceyhun Burak], Sankur, B.[Bülent], Yemez, Y.[Yücel], Schmitt, F.[Francis],
3D Model Retrieval Using Probability Density-Based Shape Descriptors,
PAMI(31), No. 6, June 2009, pp. 1117-1133.
IEEE DOI Link 0904
BibRef
Earlier:
Improving Efficiency of Density-Based Shape Descriptors for 3D Object Retrieval,
MIRAGE07(330-340).
Springer DOI Link 0703
3-D shape model as a probability density of local surface features. BibRef

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

Tatsuma, A.[Atsushi], Aono, M.[Masaki],
Multi-Fourier spectra descriptor and augmentation with spectral clustering for 3D shape retrieval,
VC(25), No. 8, August 2009, pp. xx-yy.
Springer DOI Link 0907
BibRef

Kim, N.W., Kim, T.Y., Choi, J.S.,
Edge-Based Spatial Descriptor for Content-Based Image Retrieval,
CIVR05(454-464).
Springer DOI Link 0507
BibRef

Ling, H.B.[Hai-Bin], Soatto, S.[Stefano],
Proximity Distribution Kernels for Geometric Context in Category Recognition,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

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

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

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

Shi, C.J.[Chao-Jian], Wang, B.[Bin],
Shape Retrieval Using Statistical Chord-Length Features,
PSIVT06(403-410).
Springer DOI Link 0612
Shape 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).
Springer DOI Link 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).
IEEE DOI Link 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).
IEEE DOI Link 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).
IEEE DOI Link 0510
SIFT ( 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

Brunner, G.[Gerd], Burkhardt, H.[Hans],
Structure Features for Content-Based Image Retrieval,
DAGM05(425).
Springer DOI Link 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).
IEEE DOI Link 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).
IEEE DOI Link 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

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).
IEEE DOI Link BibRef 9700

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