7 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture

Two-Dimensional feature extraction and computation algorithms are described here. Edge detection, region segmentation and texture are covered in later chapters.

7.1 Computation of General Features

Chapter Contents (Back)
Feature Extraction. Fast Algorithms. Parallel Algorithms. Feature Computation.

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Cheng, Y.Q., Liu, K., Yang, J.Y.,
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Roth, G.[Gerhard], Levine, M.D.[Martin D.],
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Earlier: CVPR92(640-643).
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And:
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Cinque, L., Lombardi, L.,
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Xin, K., Lim, K.B., Hong, G.S.,
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WWW Version. BibRef 9508

Rao, A., Perens, B.,
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Benteftifa, M.H., Kurk, L.,
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Hu, X.P., and Ahuja, N.,
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Levine, S.H., Kreifeldt, J.G., Chuang, M.C.,
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SMC(24), 1994, pp. 222-233. BibRef 9400

Levine, S.H., Kreifeldt, J.G.,
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Shi, H.C., Ritter, G.X., Wilson, J.N.,
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Mirmehdi, M., Palmer, P.L., Kittler, J.V.,
Genetic Optimization of the Image Feature-Extraction Process,
PRL(18), No. 4, April 1997, pp. 355-365. 9708 BibRef

Robbins, B., Owens, R.,
2D Feature Detection Via Local Energy,
IVC(15), No. 5, May 1997, pp. 353-368.
WWW Version. 9706 BibRef

Perona, P.,
Orientation Diffusions,
IP(7), No. 3, March 1998, pp. 457-467.
WWW Version. 9803 BibRef
Earlier: CVPR97(710-716).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704Edges, lines, corners. Diffusion techniques. BibRef

Baker, S.[Simon], Nayar, S.K.[Shree K.], Murase, H.[Hiroshi],
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IJCV(27), No. 1, March 1998, pp. 27-50.
WWW Version. 9805 BibRef
Earlier: DARPA97(1425-1430). BibRef
Earlier: A2, A1, A3: CVPR96(471-477).
IEEE Abstract. IEEE Top Reference.
WWW Version. Automatically construct feature detectors for parametric features. Examples on edges and corners -- codes distance to the edge/corner manifold. BibRef

Baker, S.[Simon],
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Ph.D.Thesis, September 1998, Department of Computer Science, Columbia University.
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Brailovsky, V.L.,
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Nandy, D., Ben-Arie, J.,
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Wang, Z., Ben-Arie, J.,
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Watson, G.H.[Graham H.], Gilholm, K.[Kevin],
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WWW Version. 0606 BibRef
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Radial projections for non-linear feature extraction,
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Pennec, X.[Xavier],
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Riesenhuber, M.[Maximilian], Poggio, T.[Tomaso],
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Serre, T.[Thomas], Wolf, L.[Lior], Bileschi, S.M., Riesenhuber, M., Poggio, T.[Tomaso],
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PAMI(29), No. 3, March 2007, pp. 411-426.
WWW Version. 0702 BibRef
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Object Recognition with Features Inspired by Visual Cortex,
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CVonline: Geometric Feature Extraction Methods,
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Rocha, A.[Anderson], Goldenstein, S.K.[Siome K.],
PR: More than Meets the Eye,
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Shi, K.[Kent], Zhu, S.C.[Song-Chun],
Mapping Natural Image Patches by Explicit and Implicit Manifolds,
CVPR07(1-7).
WWW Version. 0706Explicit: edges, bars, corners, junctions. Implicit: textures. BibRef

Rosten, E.[Edward], Cox, S.[Susan],
Accurate Extraction of Reciprocal Space Information from Transmission Electron Microscopy Images,
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Kokiopoulou, E.[Effrosyni], Frossard, P.,
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ICIP06(2761-2764). 0610
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Nussbaum, S., Niemeyer, I., Canty, M.J.,
SEATH: A new tool for automated feature extraction in the context of object-based image analysis,
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Fasel, B.[Beat], Gatica-Perez, D.[Daniel],
Rotation-Invariant Neoperceptron,
ICPR06(III: 336-339).
WWW Version. 0609 BibRef

Villamizar, M.[Michael], Sanfeliu, A.[Alberto], Cetto, J.A.[Juan Andrade],
Unidimensional Multiscale Local Features for Object Detection Under Rotation and Mild Occlusions,
IbPRIA07(II: 645-651).
WWW Version. 0706 BibRef
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Orientation Invariant Features for Multiclass Object Recognition,
CIARP06(655-664).
WWW Version. 0611 BibRef
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Computation of Rotation Local Invariant Features using the Integral Image for Real Time Object Detection,
ICPR06(IV: 81-85).
WWW Version. 0609 BibRef

Bileschi, S.M.[Stan M.], Wolf, L.[Lior],
A Unified System For Object Detection, Texture Recognition, and Context Analysis Based on the Standard Model Feature Set,
BMVC05(xx-yy).
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WWW Version. 0512 BibRef

Han, D.I.[Dong-Il], You, B.J.[Bum-Jae], Oh, S.R.[Sang-Rok],
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ICIAR04(I: 384-391).
WWW Version. 0409 BibRef

Chung, Y.C.[Yun-Chung], Wang, J.M.[Jung-Ming], Bailey, R.R., Chen, S.W.[Sei-Wang],
Physics-based extraction of intrinsic images from a single image,
ICPR04(IV: 693-696).
WWW Version. 0409 BibRef

Luxen, M.[Marc],
Variance Component Estimation in Performance Characteristics Applied to Feature Extraction Procedures,
DAGM03(498-506).
HTML Version. 0310 BibRef

Felsberg, M.[Michael], Jonsson, E.[Erik],
Energy Tensors: Quadratic, Phase Invariant Image Operators,
DAGM05(493).
WWW Version. 0509 BibRef

Felsberg, M.[Michael], Sommer, G.[Gerald],
Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters,
ECCV02(I: 369 ff.).
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Structure Multivector for Local Analysis of Images,
WTRCV01(93). 0103 BibRef

Silva, R., Gomes, J., and Mota, C.[Cicero],
Geometric processing of Volumetric Objects,
WSCG01(II, 307-314). curvature operators, volumetric processing, non-linear processing, volumetric visualisation.
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Lei, B.J., Hendriks, E.A., Reinders, M.J.T.,
Detecting Generic Low-level Features in Images,
ICPR00(Vol III: 967-970).
WWW Version. 0009 BibRef

Vaidya, V.G., Kaushal, R.,
Localization of Objects in Noisy Scenes for Robotics Applications Using Wigner Distribution,
MVA98(xx-yy). BibRef 9800

Kalocsai, P.,
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ICIP97(II: 450-453).
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Bailey, D.,
Detecting Regular Patterns Using Frequency Domain Self-Filtering,
ICIP97(I: 440-443).
WWW Version. BibRef 9700

Baker, S.[Simon], Nayar, S.K.[Shree K.],
Optimal Weighting Functions for Feature Detection,
DARPA98(1059-1064). BibRef 9800

Redding, N., and Whatmough, R.,
Fitting Implicit Quartics for Use in Feature Extraction,
ICIP97(II: 410-413).
WWW Version. BibRef 9700

Low, B.K., and Ibrahim, M.K.[Mohammad K.],
Towards a Cost-Effective Feature Detection System: Spatio-Temporal Approach,
SCIA97(xx-yy) 9705
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Mohammad-Djafari, A., Khayi, Y., Sauer, K., and Cano, E.,
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ICIP97(I: 165-168).
WWW Version. BibRef 9700

Braeutigam, C., Garding, J., Eklundh, J.,
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ICPR96(I: 67-72).
WWW Version. 9608(Royal Institute of Technology, S) BibRef

Windeatt, T., Tebbs, R.,
Analytical Feature Extraction and Spectral Summation,
ICPR96(IV: 315-319).
WWW Version. 9608(Univ. of Surrey, UK) BibRef

Kupeev, K.Y.[Konstantin Y.],
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ICPR96(II: 270-274).
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Lai, S.H., Vemuri, B.C.,
An O(N) Iterative Solution to the Poisson Equation in Low-Level Vision Problems,
CVPR94(9-14).
IEEE Abstract. IEEE Top Reference. BibRef 9400

Lutton, E., Martinez, P.,
A Genetic Algorithm for the Detection of 2D Geometric Primitives in Images,
ICPR94(A:526-528).
WWW Version. BibRef 9400

Kim, H.S.[Ho Sung], Haralick, R.M.,
A hybrid shape decomposition using hyperquadrics and mathematical morphology,
ICIP94(II: 101-105).
WWW Version. 9411 BibRef

Vasiliev, A.A., Dadeshidze, V.V., Kompanets, I.N., Lunyakova, G.A., Sinigibsky, A.U.,
Optical pattern recognition using correlation procedure for rotation- and scale-invariant feature extraction,
ICPR88(II: 1260-1264).
WWW Version. 8811 BibRef

Beaudet, P.R.,
Rotationally Invariant Image Operators,
ICPR78(579-583). BibRef 7800

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Differential and Derivative Filters .


Last update:Aug 27, 2008 at 19:16:50