4.4.2 Scale Space Computation of Features

Wong, A.K.C., Vogel, M.A.,
Resolution-Dependent Information Measure for Image Analysis,
SMC(7), 1977, pp. 49-61. BibRef 7700

Burt, P.J.,
Fast Filter Transforms for Image Processing,
CGIP(16), No. 1, May 1981, pp. 20-51.
WWW Version. BibRef 8105

Burt, P.J.[Peter J.],
Fast Algorithms for Estimating Local Image Properties,
CVGIP(21), No. 3, March 1983, pp. 368-382.
WWW Version. Multiple Resolutions. Scale Space. Multiple level convolutions to get basic features. BibRef 8303

Burt, P.J., van der Wal, G.S.,
Iconic Image Analysis with the Pyramid Vision Machine (PVM),
CAPAMI87(137-144). BibRef 8700

Burt, P.J., van der Wal, G.S.,
An Architecture for Multiresolution, Focal, Image Analysis,
ICPR90(II: 305-311).
IEEE DOI Link BibRef 9000

Crowley, J.L.[James L.],
A Representation for Visual Information,
CMU-RI-TR-82-7, 1982, CMU Robotics Institute, EE Thesis. Scale Space. Wavelets followed this, and are a cleaner mathmatical representation. This may be more related to wavelets than it first appears. The representation is based on a set of filters (band-pass filters) that can be efficiently computed. He uses several levels of representation for the image. BibRef 8200

Crowley, J.L.[James L.], and Parker, A.C.[Alice C.],
A Representation for Shape Based on Peaks and Ridges in the Difference of Low-Pass Transform,
PAMI(6), No. 2, March, 1984, pp. 156-169. BibRef 8403
Earlier: CMU-RI-TR-83-4, 1983, CMU Robotics Institute. A continuation of the thesis. BibRef

Crowley, J.L., and Stern, R.M.,
Fast Computation of the Difference of Low-Pass Transform,
PAMI(6), No. 2, March, 1984, pp. 212-222. BibRef 8403

Crowley, J.L.,
A Computational Paradigm for Three-Dimensional Scene Analysis,
CVWS84(170-177). BibRef 8400
Earlier:
A Multi-Resolution Representation for Shape,
CVPR83(326-335). BibRef

Crowley, J.L., Parker, A.,
The Analysis, synthesis, and Evaluation of Local Measures for Discrimination and Segmentation of Textured Regions,
PRIP78(372-378). BibRef 7800

Crowley, J.L.[James L.], Riff, O.[Olivier],
Fast Computation of Scale Normalised Gaussian Receptive Fields,
ScaleSpace03(584-598).
HTML Version. 0310
BibRef

Hall, D.[Daniela],
A System for Object Class Detection,
CogVis03(73-85).
Springer DOI Link 0310
BibRef

Hall, D.[Daniela], Crowley, J.L.[James L.],
Computation of Generic Features for Object Classification,
ScaleSpace03(744-756).
HTML Version. 0310
BibRef

Moore, R.K.,
A Multilevel Approach to Pattern Processing,
PR(14), No. 1-6, 1981, pp. 261-265.
WWW Version. BibRef 8100

Thomason, M.G., and Granum, E.,
Database Representations in Hierarchical Scene Analysis,
PPR82(57-91). BibRef 8200

Ranganathan, N., Shah, M.,
A VLSI Architecture for Computing Scale Space,
CVGIP(43), No. 2, August 1988, pp. 178-204.
WWW Version. BibRef 8808

Pernus, F., Leonardis, A., Kovacic, S.,
2-Dimensional Object Recognition Using Multiresolution Non-Information-Preserving Shape-Features,
PRL(15), No. 11, November 1994, pp. 1071-1079. BibRef 9411
Earlier:
Noninformation-preserving shape features at multiple resolution,
ICPR92(II:166-169).
IEEE DOI Link 9208
BibRef

Li, X.P., Chen, T.W.,
Optimal L(1) Approximation of the Gaussian Kernel with Application to Scale-Space Construction,
PAMI(17), No. 10, October 1995, pp. 1015-1019.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9510

Kropatsch, W.G.,
Curve Representations in Multiple Resolutions,
PRL(6), No. 3, 1987, pp. 179-184. BibRef 8700
And:
Preserving Contours in Dual Pyramids,
ICPR88(I: 563-565).
IEEE DOI Link
IEEE Top Reference. BibRef

Reisfeld, D.[Daniel],
The Constrained Phase Congruency Feature Detector: Simultaneous Localization, Classification and Scale Determination,
PRL(17), No. 11, September 16 1996, pp. 1161-1169. 9611
BibRef
Earlier:
Constrained Phase Congruency: Simultaneous Detection of Interest Points and of their Scales,
CVPR96(562-567).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef
And: ICPR96(I: 750-754).
IEEE DOI Link 9608
(INRIA, F) Detect interest points, their scale and orientation BibRef

Park, K.R., Lee, C.N.,
Scale-Space Using Mathematical Morphology,
PAMI(18), No. 11, November 1996, pp. 1121-1126.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9612
BibRef

Bangham, J.A., Ling, P.D., Young, R.,
Multiscale Recursive Medians, Scale-Space, and Transforms with Applications to Image-Processing,
IP(5), No. 6, June 1996, pp. 1043-1048.
IEEE DOI Link 9607
BibRef

Li, B.C.,
Repeatedly Smoothing, Discrete Scale-Space Evolution and Dominant Point Detection,
PR(29), No. 6, June 1996, pp. 1049-1059.
WWW Version. 9606
BibRef

Topkar, V.A., and Sood, A.K.,
Impact of Scale on Signed, Unsigned, Authentic and Phantom Zero Crossings in a Noisy Environment,
JMIV(5), No. 2, June 1995, pp. 129-157. BibRef 9506

Garcia Silvente, M., Garcia, J.A., Fdez Valdivia, J.,
The Novel Scale-Spectrum Space for Representing Gray-Level Shape,
PR(30), No. 3, March 1997, pp. 367-382.
WWW Version. 9705
BibRef

Garcia Silvente, M., Fdez Valdivia, J., Garcia, J.A.,
A Multi-Channel Based Approach for Extracting Significant Scales on Gray-Level Images,
ICPR96(II: 231-235).
IEEE DOI Link 9608
(Universidad de Granada, E) BibRef

Kimmel, R.[Ron],
Intrinsic Scale Space for Images on Surfaces: The Geodesic Curvature Flow,
GMIP(59), No. 5, September 1997, pp. 365-372. 9712
BibRef
Earlier: ScaleSpace97(xx). 9702
BibRef

Fraser, C.S., Shao, J.,
Scale-Space Methods for Image Feature Modeling in Vision Metrology,
PhEngRS(64), No. 4, April 1998, pp. 323-328. 9805
BibRef

Yoon, S.H., Kim, J.H., Alexander, W.E., Park, S.M., Sohn, K.H.,
An Optimum Solution for Scale Invariant Object Recognition Based on the Multiresolution Approximation,
PR(31), No. 7, July 1998, pp. 889-908.
WWW Version. 9807
BibRef

Fidrich, M.[Márta], Thirion, J.P.[Jean-Philippe],
Stability of Corner Points in Scale Space: The Effects of Small Nonrigid Deformations,
CVIU(72), No. 1, October 1998, pp. 72-83.
WWW Version. BibRef 9810

Jang, B.K.[Ben K.], Chin, R.T.[Roland T.],
Morphological Scale Space for 2D Shape Smoothing,
CVIU(70), No. 2, May 1998, pp. 121-141.
WWW Version. BibRef 9805
Earlier: ICIP94(II: 111-115).
IEEE DOI Link 9411
BibRef

Borgefors, G.[Gunilla], Ramella, G.[Giuliana], Sanniti di Baja, G.[Gabriella], Svensson, S.[Stina],
On the Multiscale Representation of 2D and 3D Shapes,
GMIP(61), No. 1, January 1999, pp. 44-62. BibRef 9901

Borgefors, G.[Gunilla], Ramella, G.[Giuliana], Sanniti di Baja, G.[Gabriella],
Hierarchical Decomposition of Multiscale Skeletons,
PAMI(23), No. 11, November 2001, pp. 1296-1312.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0112
BibRef

Kalitzin, S.N.[Stiliyan N.], ter Haar Romeny, B.M.[Bart M.], Viergever, M.A.[Max A.],
Invertible Apertured Orientation Filters in Image Analysis,
IJCV(31), No. 2/3, April 1999, pp. 145-158.
WWW Version. BibRef 9904
Earlier:
Invertible Orientation Bundles on 2D Scalar Images,
ScaleSpace97(xx). 9702
BibRef

Armande, N.[Nasser], Montesinos, P., Monga, O., Vaysseix, G.[Guy],
Thin Nets Extraction Using a Multi-scale Approach,
CVIU(73), No. 2, February 1999, pp. 248-257.
WWW Version. BibRef 9902
Earlier: A1, A2, A3 only: SCIA97(xx-yy) 9705

HTML Version. BibRef
And: ScaleSpace97(xx). 9702
See also Thin Nets and Crest Lines: Application to Satellite Data and Medical Images. BibRef

Armande, N., Montesinos, P., Monga, O.,
A 3D Thin Nets Extraction Method for Medical Imaging,
ICPR96(I: 642-646).
IEEE DOI Link 9608
(INRIA, F) BibRef

Montesinos, P., Alquier, L.,
Perceptual Organization of Thin Networks with Active Contour Functions Applied to Medical and Aerial Images,
ICPR96(I: 647-651).
IEEE DOI Link 9608
(INRIA, F) BibRef

Le, H.[Huiling], Small, C.G.[Christopher G.],
Multidimensional scaling of simplex shapes,
PR(32), No. 9, September 1999, pp. 1601-1613.
WWW Version. See also statistical analysis of dynamic curves and sections, The. BibRef 9909

Schneider, M.K., Fieguth, P.W., Karl, W.C., Willsky, A.S.,
Multiscale Methods for the Segmentation and Reconstruction of Signals and Images,
IP(9), No. 3, March 2000, pp. 456-468.
IEEE DOI Link 0003
BibRef
Earlier:
Multiscale Methods for the Segmentation of Images,
ICASSP96(XX) MIT. BibRef

Cetin, M., Karl, W.C., Willsky, A.S.,
Edge-preserving image reconstruction for coherent imaging applications,
ICIP02(II: 481-484).
IEEE Abstract. IEEE Top Reference. 0210
BibRef

Monasse, P.[Pascal], Guichard, F.[Frédéric],
Scale-Space from a Level Lines Tree,
JVCIR(11), No. 2, June 2000, pp. 224-236. 0008
BibRef
Earlier: ScaleSpace99(175-186). BibRef

Preusser, T., Rumpf, M.,
An Adaptive Finite Element Method for Large Scale Image Processing,
JVCIR(11), No. 2, June 2000, pp. 183-195. 0008
BibRef
Earlier: ScaleSpace99(223-234). BibRef

Preusser, T.[Tobias],
Viscosity Solutions of a Level-Set Method for Anisotropic Geometric Diffusion in Image Processing,
JMIV(29), No. 2-3, November 2007, pp. 205-217.
Springer DOI Link 0712
BibRef

Acton, S.T., Mukherjee, D.P.,
Scale Space Classification Using Area Morphology,
IP(9), No. 4, April 2000, pp. 623-635.
IEEE DOI Link 0004
BibRef

Acton, S.T.,
A Pyramidal Algorithm for Area Morphology,
ICIP00(Vol II: 954-957).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Boccignone, G.[Giuseppe], Ferraro, M.[Mario], Caelli, T.M.[Terry M.],
Encoding Visual Information Using Anisotropic Transformations,
PAMI(23), No. 2, February 2001, pp. 207-211.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0102
BibRef
Earlier:
Visual information from anisotropic transformations,
CIAP99(334-339).
IEEE DOI Link 9909
Evolution of information in images in fine-to-coarse transformations. See also On the Representation of Image Structures via Scale Space Entropy Conditions. BibRef

Ferraro, N., Boccignone, G.,
Information properties in fine-to-coarse image transformations,
ICIP98(II: 757-761).
IEEE DOI Link 9810
BibRef

Ferraro, M.,
Isotropic Versus Anisotropic Encoding of Visual Information,
ICIP00(Vol III: 905-908).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Klette, R.[Reinhard], Zunic, J.[Jovisa],
Multigrid Convergence of Calculated Features in Image Analysis,
JMIV(13), No. 3, December 2000, pp. 173-191.
WWW Version. 0106
BibRef

Comaniciu, D.[Dorin],
An algorithm for data-driven bandwidth selection,
PAMI(25), No. 2, February 2003, pp. 281-288.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0301
BibRef

Comaniciu, D.[Dorin], Ramesh, V.[Visvanathan], Meer, P.[Peter],
The Variable Bandwidth Mean Shift and Data-Driven Scale Selection,
ICCV01(I: 438-445).
IEEE DOI Link 0106
Scalespace. BibRef

Zan, J., Ahmad, M.O., Swamy, M.N.S.,
Multiplicationless Burt and Adelson's Pyramids for Motion Estimation,
CirSysVideo(14), No. 1, January 2004, pp. 136-141.
IEEE Abstract. IEEE Top Reference. 0402
BibRef

Majer, P.[Peter],
On the Influence of Scale Selection on Feature Detection for the Case of Linelike Structures,
IJCV(60), No. 3, December 2004, pp. 191-202.
WWW Version. 0409
BibRef
Earlier:
The influence of the g-parameter on feature detection with automatic scale selection,
ScaleSpace01(xx-yy). 0106
Different values of gamma lead to different features. ( See also Feature Detection with Automatic Scale Selection. ) E.g. different range of gamma for ridges than edges. BibRef

Majer, P.[Peter],
Self-similarity of Noise in scale-space,
ScaleSpace99(423-428). BibRef 9900

Vachier, C.[Corinne], Meyer, F.[Fernand],
The Viscous Watershed Transform,
JMIV(22), No. 2-3, May 2005, pp. 251-267.
Springer DOI Link 0505
BibRef

Maragos, P.[Petros], Vachier, C.[Corinne],
A PDE formulation for viscous morphological operators with extensions to intensity-adaptive operators,
ICIP08(2200-2203).
IEEE DOI Link 0810
BibRef

Vachier, C.,
Morphological Scale-space Analysis and Feature Extraction,
ICIP01(III: 676-679).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Makram-Ebeid, S.[Sherif], Mory, B.[Benoit],
Scale-Space Image Analysis Based on Hermite Polynomials Theory,
IJCV(64), No. 2-3, September 2005, pp. 125-141.
Springer DOI Link 0510
BibRef
Earlier: ScaleSpace03(57-71).
HTML Version. 0310
BibRef

Wyatt, C.[Christopher], Bayram, E.[Ersin], Ge, Y.R.[Yao-Rong],
Minimum Reliable Scale Selection in 3D,
PAMI(28), No. 3, March 2006, pp. 481-487.
IEEE DOI Link 0602
Extend 2-D minimum reliable scale to 3D range. Improved edge detection. BibRef

Guigues, L.[Laurent], Cocquerez, J.P.[Jean Pierre], Le Men, H.[Hervé],
Scale-Sets Image Analysis,
IJCV(68), No. 3, July 2006, pp. 289-317.
Springer DOI Link 0606
BibRef
Earlier: A1, A3, A2: ICIP03(II: 45-48).
IEEE Abstract. IEEE Top Reference. 0312
See also hierarchy of the cocoons of a graph and its application to image segmentation, The. BibRef

Suau, P.[Pablo], Escolano, F.[Francisco],
Bayesian optimization of the scale saliency filter,
IVC(26), No. 9, 1 September 2008, pp. 1207-1218.
WWW Version. 0806
BibRef
Earlier:
Exploiting Information Theory for Filtering the Kadir Scale-Saliency Detector,
IbPRIA07(II: 146-153).
Springer DOI Link 0706
Scale saliency detector; Information Theory BibRef

Suau, P.[Pablo], Escolano, F.[Francisco],
A New Feasible Approach to Multi-dimensional Scale Saliency,
ACIVS09(77-88).
Springer DOI Link 0909
BibRef
Earlier:
Multi-dimensional Scale Saliency Feature Extraction Based on Entropic Graphs,
ISVC08(II: 170-180).
Springer DOI Link 0812
BibRef

Kuijper, A.[Arjan],
Using Catastrophe Theory to Derive Trees from Images,
JMIV(23), No. 3, November 2005, pp. 219-238.
Springer DOI Link 0510
Structure of Gaussian Scale Space images. Understand blurring. BibRef

Kuijper, A.[Arjan],
Transitions of a Multi-scale Image Hierarchy Tree,
SSVM09(844-855).
Springer DOI Link 0906
BibRef

Kuijper, A.[Arjan],
P-Laplacian Driven Image Processing,
ICIP07(V: 257-260).
IEEE DOI Link 0709
BibRef

Kuijper, A.[Arjan],
Geometrical PDEs based on second-order derivatives of gauge coordinates in image processing,
IVC(27), No. 8, 2 July 2009, pp. 1023-1034.
Elsevier DOI Link
WWW Version. 0906
BibRef
Earlier:
Qualitative and Quantitative Behaviour of Geometrical PDEs in Image Processing,
ACCV07(I: 230-239).
Springer DOI Link 0711
Multi-resolution processing; Nonlinear scale space; Gauge coordinates; Geometric image evolution motivated by combining Gaussian blurring, the Mean Curvature Motion (used for denoising and edge-preserving), and maximal blurring (used for inpainting). BibRef

Kuijper, A.[Arjan], Florack, L.M.J.[Luc M.J.],
Understanding and Modeling the Evolution of Critical Points under Gaussian Blurring,
ECCV02(I: 143 ff.).
HTML Version. 0205
BibRef

Kuijper, A.[Arjan], Florack, L.M.J.[Luc M.J.],
Calculations on Critical Points under Gaussian Blurring,
ScaleSpace99(318-329). BibRef 9900

Chessel, A.[Anatole], Cinquin, B.[Bertrand], Bardin, S.[Sabine], Salamero, J.[Jean], Kervrann, C.[Charles],
Computational Geometry-Based Scale-Space and Modal Image Decomposition Application to Light Video-Microscopy Imaging,
SSVM09(770-781).
Springer DOI Link 0906
BibRef

Kervrann, C.,
Bayesian object detection through level curves selection,
ScaleSpace01(xx-yy). 0106
BibRef

Hoseinnezhad, R.[Reza], Bab-Hadiashar, A.[Alireza], Suter, D.[David],
Finite Sample Bias of Robust Scale Estimators in Computer Vision Problems,
ISVC06(I: 445-454).
Springer DOI Link 0611
BibRef

Rosiles, J.G., Smith, M.J.T.,
A low complexity overcomplete directional image pyramid,
ICIP03(I: 1049-1052).
IEEE Abstract. IEEE Top Reference. 0312
BibRef

Ho, S.[Sean], Gerig, G.[Guido],
Scale-Space on Image Profiles about an Object Boundary,
ScaleSpace03(564-575).
HTML Version. 0310
BibRef

Zwiggelaar, R.,
Image Processing in Scale-Orientation Space,
BMVC02(Poster Session). 0208
BibRef

Jansen, M., Choi, H., Lavu, S., Baraniuk, R.G.,
Multiscale image processing using normal triangulated meshes,
ICIP01(II: 229-232).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Atkins, C., Bouman, C.A., Allebach, J.P.,
Optimal Image Scaling Using Pixel Classification,
ICIP01(III: 864-867).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Gómez, G., Marroquín, J.L., Sucar, L.E.,
Probabilistic Estimation of Local Scale,
ICPR00(Vol III: 790-793).
IEEE DOI Link 0009
BibRef

Loog, M.[Marco],
The Jet Metric,
SSVM07(25-31).
Springer DOI Link 0705
BibRef

Loog, M.[Marco],
Support Blob Machines: The Sparsification of Linear Scale Space,
ECCV04(Vol IV: 14-24).
WWW Version. 0405
BibRef

Loog, M.[Marco], Lillholm, M.[Martin], Nielsen, M.[Mads], Viergever, M.A.[Max A.],
Gaussian Scale Space from Insufficient Image Information,
ScaleSpace03(757-769).
HTML Version. 0310
BibRef

Loog, M., Duistermaat, J.J., Florack, L.M.J.,
On the behavior of spatial critical points under Gaussian blurring,
ScaleSpace01(xx-yy). 0106
BibRef

Batchelor, P.G., Smith, A.D.C.[A. D. Castellano], Hill, D.L.G.,
Proper scales of shapes - A curved scale space,
ScaleSpace99(375-385). BibRef 9900

Staal, J.[Joes], Kalitzin, S.N.[Stiliyan N.], ter Haar Romeny, B.M.[Bart M.], Viergever, M.A.[Max A.],
Detection of Critical Structures in Scale Space,
ScaleSpace99(105-116). BibRef 9900

Deguchi, K.[Koichiro], Hontani, H.[Hidekata],
Multi-Scale Image Analysis for Detection of Characteristic Component Figure Shapes and Sizes,
ICPR98(Vol II: 1470-1472).
IEEE DOI Link 9808
BibRef

Lorenz, C., Carlsen, I.C., Buzug, T.M., Fassnacht, C., Weese, J.,
A Multi-Scale Line Filter with Automatic Scale Selection Based on the Hessian Matrix for Medical Image Segmentation,
ScaleSpace97(xx). 9702
BibRef

Morita, S.[Satoru],
Generating Stable Structure Using Scale-Space Analysis with Non-Uniform Gaussian Kernels,
ScaleSpace97(xx). 9702
BibRef

Hontani, H.[Hidekata], Deguchi, K.,
Multi-Scale Detection of Characteristic Figure Structures Using Principal Curvatures of Image Gray-Lever Profile,
ScaleSpace97(xx). 9702
BibRef

Forte, P.[Peter], Greenhill, D.,
A Scalespace Approach to Shape Similarity,
ScaleSpace97(xx). 9702
BibRef

Imiya, A., Katsuta, R.,
Extraction of Structure Feature from Three-Dimensional Object by Scale-Space Analysis,
ScaleSpace97(xx). 9702
BibRef

Winter, A.[Alexandre], Maitre, H.[Henri], Cambou, N.[Nicole], Legrand, E.[Eric],
Object Detection Using a Multiscale Probability Model,
ICIP96(I: 269-272).
IEEE DOI Link BibRef 9600

Park, K.R.[Kyeong-Ryeol], Lee, C.N.[Chung-Nim],
Morphological scale-space using generalized zero-crossings as feature points,
ICPR94(C:159-163).
IEEE DOI Link 9410
BibRef

Wong, Y.F.[Yiu-Fai],
Saddle-node dynamics for edge-preserving and scale-space filtering,
ICIP94(I: 840-844).
IEEE DOI Link 9411
BibRef

Wong, Y.F.[Yiu-Fai],
Image enhancement by edge-preserving filtering,
ICIP94(II: 522-524).
IEEE DOI Link 9411
BibRef

Langley, K., Atherton, T.J.,
The Inference of Structure in Images Using Multi-local Quadrature Filters,
BMVC91(111-118).
PDF Version. 9109
BibRef

Lemche, C.L., Thompson, W.B.,
The Effects of Variability on Estimating Scale Change Using Texture,
ICPR80(780-782). BibRef 8000

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Filters in Scale Space .