7.1.3 Smoothing Techniques

Golay, M.J.E.,
Smoothing Data by Least Squares Procedures and by Filtering,
TC(21), No. 3, March 1972, pp. 299-301. BibRef 7203

Panda, D.P.[Durga P.],
Nonlinear smoothing of pictures,
CGIP(8), No. 2, October 1978, pp. 259-270.
WWW Version. 0501 BibRef

Nagao, M.[Makoto], Matsuyama, T.[Takashi],
Edge Preserving Smoothing,
CGIP(9), No. 4, April 1979, pp. 394-407.
WWW Version. BibRef 7904

Scher, A., Velasco, F.R.D., and Rosenfeld, A.,
Some New Image Smoothing Techniques,
SMC(10), 1980, pp. 153-158. BibRef 8000

Wang, D.C.C., Vagnucci, A.H., and Li, C.C.,
Gradient Inverse Weighted Smoothing Scheme and the Evaluation of Its Performance,
CGIP(15), No. 2, February 1981, pp. 167-181.
WWW Version. BibRef 8102

Lee, J.S.,
Digital Image Smoothing and the Sigma Filter,
CVGIP(24), No. 2, November 1983, pp. 255-269.
WWW Version. See also Simple Speckle Smoothing Algorithm for Synthetic Aperture Radar Images, A. BibRef 8311

Pomalaza-Raez, C.A., McGillem, C.D.,
An Adaptive Non-Linear Edge-Preserving Filter,
ASSP(32), 1984, pp. 571-576. BibRef 8400

Woods, J.W., Dravida, S., Mediavilla, R.,
Image Estimation Using Doubly Stochastic Gaussian Random Field Models,
PAMI(9), No. 2, March 1987, pp. 245-253. BibRef 8703

Harwood, D., Subbarao, M., Hakalahti, H., Davis, L.S.,
A New Class of Edge-Preserving Smoothing Filters,
PRL(6), 1987, pp. 155-162. BibRef 8700

Yang, M.C.K., and Yang, C.C.,
Image Enhancement for Segmentation by Self-Induced Autoregressive Filtering,
PAMI(11), No. 6, June 1989, pp. 655-661.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 8906

Saint-Marc, P., Chen, J.S., and Medioni, G.G.,
Adaptive Smoothing: A General Tool for Early Vision,
PAMI(13), No. 6, June 1991, pp. 514-529.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9106 USC Computer Vision BibRef
Earlier: CVPR89(618-624).
IEEE Abstract. IEEE Top Reference. Adaptive Smoothing. Smoothing that accounts for boundaries by adjusting the weights. It preserves the boundaries and smooths the other areas. The result is regions that are near uniform thus making edge detection trivial. BibRef

Saint-Marc, P., Medioni, G.,
Adaptive Smoothing for Feature Extraction,
DARPA88(1100-1113). BibRef 8800 USC Computer Vision BibRef

du Buf, J.M.H., Campbell, T.G.,
A Quantative Evaluation of Edge-Preserving Smoothing Techniques,
SP(21), No. 4, December 1990, pp. 289-301. BibRef 9012

Mitchell, H.B., Mashkit, N.[Nachum],
Noise smoothing by a fast K-nearest neighbour algorithm,
SP:IC(4), No. 3, June 1992, pp. 227-232.
WWW Version. 0001Noise smoothing; K-Nearest Neighbour algorithm BibRef

Oliensis, J.,
Local Reproducible Smoothing without Shrinkage,
PAMI(15), No. 3, March 1993, pp. 307-312.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9303
Earlier: CVPR92(277-282).
IEEE Abstract. IEEE Top Reference. Smoothing of curves (and images) so that the curve remains the same size. BibRef

Stevenson, R.L., Schweizer, S.M.,
Nonlinear Filtering Structure for Image Smoothing in Mixed-Noise Environments,
JMIV(2), 1992, pp. 137-154. BibRef 9200

Manseur, Z.Z., Wilson, D.C.,
Invertibility of a Special Class of Mean Filter Operators,
JMIV(1), 1992, pp. 137-143. BibRef 9200

Li, Z.N.[Ze-Nian], Hu, G.[Gongzhu],
On Edge Preservation in Multiresolution Images,
GMIP(54), No. 6, November 1992, pp. 461-472. BibRef 9211

Meer, P., Park, R.H., Cho, K.J.,
Multiresolution Adaptive Image Smoothing,
GMIP(56), No. 2, March 1994, pp. 140-148. Adaptive Smoothing. See also Robust Adaptive Segmentation of Range Images. BibRef 9403

Park, R.H., Meer, P.,
Edge-Preserving Artifact-Free Smoothing with Image Pyramids,
PRL(12), 1991, pp. 467-475. See also Stochastic Image Pyramids. BibRef 9100

Bouman, C., Sauer, K.,
A generalized Gaussian image model for edge-preserving MAP estimation,
IP(2), No. 3, July 1993, pp. 296-310.
IEEE DOI Reference 0402 BibRef

Cheng, Y.Z.,
Mean Shift, Mode Seeking, And Clustering,
PAMI(17), No. 8, August 1995, pp. 790-799.
IEEE Abstract. IEEE Top Reference.
WWW Version. Replace points by the mean of the neighborhood. Applied to Hough and clustering. BibRef 9508

Chah, C.L., Katsaggelos, A.K., Sahakian, A.V.,
Linear-quadratic noise-smoothing filters for quantum-limited images,
IP(4), No. 9, September 1995, pp. 1328-1333.
IEEE DOI Reference 0402 BibRef

Wheeler, M.D., Ikeuchi, K.,
Iterative Smoothed Residuals: A Low-Pass Filter for Smoothing with Controlled Shrinkage,
PAMI(18), No. 3, March 1996, pp. 334-337.
IEEE Abstract. IEEE Top Reference.
WWW Version. Filtering. Gaussian smoothing while eliminating noise removes good information. BibRef 9603

Palenichka, R.M., Zinterhof, P.,
A Fast Structure-Adaptive Evaluation of Local Features in Images,
PR(29), No. 9, September 1996, pp. 1495-1505.
WWW Version. Edge-Preserving Smoothing. Change Detection. BibRef 9609

Reddy, K.M., Reddy, V.U.,
Further Results in Spatial Smoothing,
SP(48), No. 3, February 1996, pp. 217-224. BibRef 9602

Lin, H.C., Wang, L.L., Yang, S.N.,
Automatic-Determination of the Spread Parameter in Gaussian Smoothing,
PRL(17), No. 12, October 25 1996, pp. 1247-1252. 9612 BibRef

Gurelli, M.I., Onural, L.,
A Class of Adaptive Directional Image Smoothing Filters,
PR(29), No. 12, December 1996, pp. 1995-2004.
WWW Version. 9701 BibRef

He, G.P., Kraus, K.,
A Method to Design Filters for Image Smoothing,
PRL(13), 1992, pp. 509-515. BibRef 9200

Verbeek, P.W., Verwer, B.J.H.,
2-D Adaptive Smoothing by 3-D Distance Transformation,
PRL(9), 1989, pp. 53-65. BibRef 8900

Pitas, I., Venetsanopoulos, A.N.,
Nonlinear Mean Filters in Image Processing,
ASSP(34), 1986, pp. 573-584. See also Edge Detectors Based on Nonlinear Filters. BibRef 8600

Wand, M.P., and Jones, M.C.,
Kernel Smoothing,
Chapman and Hall1995. BibRef 9500

Berman, M.,
Automated Smoothing of Image and Other Regularly Spaced Data,
PAMI(16), No. 5, May 1994, pp. 460-468.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9405

Li, C.H., Lee, C.K.,
Image Smoothing Using Parametric Relaxation,
GMIP(57), No. 2, March 1995, pp. 161-174. BibRef 9503

Lee, Y.G., Hsueh, Y.C.,
Detail-Preserving Smoothing with Morphology and Fuzzy-Reasoning,
JEI(5), No. 3, July 1996, pp. 396-401. 9703 BibRef

Concetti, A., Jetto, L.[Leopoldo],
Two-Dimensional Recursive Filtering Algorithm with Edge-Preserving Properties and Reduced Numerical Complexity,
CirSysSignal(44), No. 7, July 1997, pp. 587-591. 9708 BibRef

Jetto, L.[Leopoldo],
Two-Dimensional Adaptive Smoothing Algorithm with Edge Information for Recursive Image Restoration,
ICIP96(I: 809-812).
IEEE DOI Reference BibRef 9600

Crespo, J., Schafer, R.W.,
Edge-Based Adaptive Smoothing,
OptEng(36), No. 11, November 1997, pp. 3081-3092. 9712 BibRef

Carmona, R.A., Zhong, S.F.,
Adaptive Smoothing Respecting Feature Directions,
IP(7), No. 3, March 1998, pp. 353-358.
IEEE DOI Reference 9803 BibRef

Yezzi, A.J.,
Modified Curvature Motion for Image Smoothing and Enhancement,
IP(7), No. 3, March 1998, pp. 345-352.
IEEE DOI Reference 9803 BibRef

Li, S.Z.[Stan Z.],
Close-Form Solution and Parameter Selection for Convex Minimization-Based Edge-Preserving Smoothing,
PAMI(20), No. 9, September 1998, pp. 916-932.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9809 BibRef

Li, S.Z.,
Roof-Edge Preserving Image Smoothing Based on MRF's,
IP(9), No. 6, June 2000, pp. 1134-1138.
IEEE DOI Reference 0006 BibRef

Han, Y.S.[Youn-Sik], Snyder, W.E.[Wesley E.], Bilbro, G.L.[Griff L.],
Discontinuity-Preserving Vector Smoothing of Multivariate MR Images Using Vector Mean Field Annealing,
JMIV(9), No. 3, November 1998, pp. 199-212.
WWW Version. BibRef 9811

Yager, R.R., Filev, D.P.,
Induced Ordered Weighted Averaging Operators,
SMC-B(29), No. 2, April 1999, pp. 141.
IEEE Top Reference. BibRef 9904

Keratiotis, G., Lind, L.,
Optimum variable step-size sequence for LMS adaptive filters,
VISP(146), No. 1, February 1999, pp. 1. BibRef 9902

Harteneck, M., McWhirter, J.G., Proudler, I.K., Stewart, R.W.,
Algorithmically engineered fast multichannel adaptive filter based on QR-RLS,
VISP(146), No. 1, February 1999, pp. 7. BibRef 9902

Liu, X.W.[Xiu-Wen], Wang, D.L.L.[De-Liang L.], Ramirez, J.R.[J. Raul],
Boundary detection by contextual non-linear smoothing,
PR(33), No. 2, February 2000, pp. 263-280.
WWW Version. 0001 BibRef
Earlier:
Oriented statistical nonlinear smoothing filter,
ICIP98(II: 848-852).
IEEE DOI Reference 9810 BibRef

Hari, K.V.S., Ramakrishnan, B.V.,
Performance analysis of a modified spatial smoothing technique for direction estimation,
SP(79), No. 1, November 1999, pp. 73-85. 0002 BibRef

Belkacem-Boussaid, K., Beghdadi, A.,
A New Image Smoothing Method Based on A Simple Model of Spatial Processing in the Early Stages of Human Vision,
IP(9), No. 2, February 2000, pp. 220-226.
IEEE DOI Reference 0003 BibRef
Earlier:
Non linear smoothing method based on the just-noticeable contrast,
ICIP98(II: 843-847).
IEEE DOI Reference 9810 BibRef

Mandic, D.P., Chambers, J.A.,
Posteriori Real-Time Recurrent Learning Schemes for a Recurrent Neural Network Based Nonlinear Predictor,
VISP(145), No. 6, December 1998, pp. p.365. BibRef 9812

Mandic, D.P., Chambers, J.A.,
A posteriori error learning in nonlinear adaptive filters,
VISP(146), No. 6, December 1999, pp. 293. 0003 BibRef

Fessler, J.A., Erdogan, H., Wu, W.B.,
Exact Distribution of Edge-Preserving MAP Estimators for Linear Signal Models with Gaussian Measurement Noise,
IP(9), No. 6, June 2000, pp. 1049-1055.
IEEE DOI Reference 0006 BibRef

Kang, D.J.[Dong Joong], Kweon, I.S.[In-So],
An edge-based algorithm for discontinuity adaptive color image smoothing,
PR(34), No. 2, February 2001, pp. 333-342.
WWW Version. 0011 BibRef

Pfann, E., Stewart, R.W., Hoffman, M.W.,
Overswamped sigma-delta LMS adaptive FIR filters,
VISP(147), No. 5, October 2000, pp. 385-392. 0101 BibRef

Sze, C.J.[Chwen-Jye], Liao, H.Y.M.[Hong-Yuan Mark], Fan, K.C.[Kuo-Chin],
A new image flux conduction model and its application to selective image smoothing,
IP(10), No. 2, February 2001, pp. 296-306.
IEEE DOI Reference 0104 BibRef

Kang, D.J., Roh, K.S.,
A discontinuity adaptive Markov model for color image smoothing,
IVC(19), No. 6, April 2001, pp. 369-379.
WWW Version. 0105 BibRef

Chen, Y., Barcelos, C.A.Z., Mair, B.A.,
Smoothing and Edge Detection by Time-Varying Coupled Nonlinear Diffusion Equations,
CVIU(82), No. 2, May 2001, pp. 85-100.
WWW Version. 0108 BibRef

Saha, P.K., Udupa, J.K.,
Scale-based diffusive image filtering preserving boundary sharpness and fine structures,
MedImg(20), No. 11, November 2001, pp. 1140-1155.
IEEE Top Reference. 0111 BibRef
And: Correction: MedImg(21), No. 2, February 2002, pp. 184-185.
IEEE Top Reference. 0204 BibRef

Rivera, M.[Mariano], Marroquin, J.L.[Jose L.],
Adaptive Rest Condition Potentials: First and Second Order Edge-Preserving Regularization,
CVIU(88), No. 2, November 2002, pp. 76-93.
WWW Version. 0301 BibRef
Earlier:
Adaptive Rest Condition Potentials: Second Order Edge-Preserving Regularization,
ECCV02(I: 113 ff.).
HTML Version. 0205 BibRef
Earlier:
The Adaptive Rest Condition Spring System: An Edge-preserving Regularization Technique,
ICIP00(Vol III: 805-808).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Evans, A.N.,
Vector area morphology for motion field smoothing and interpretation,
VISP(150), No. 4, August 2003, pp. 219-226.
IEEE Abstract. IEEE Top Reference. 0311 BibRef

Young, N., Evans, A.N.,
Psychovisually tuned attribute operators for pre-processing digital video,
VISP(150), No. 4, October 2003, pp. 277-286.
IEEE Abstract. IEEE Top Reference. 0401In video compression, image pre-processing is used to improve the overall compression performance by removing noise from the image sequence. The compressibility can further be improved by removing other visually redundant information that the human visual system is not sensitive to. BibRef

Oten, R., de Figueiredo, R.J.P.,
Adaptive Alpha-Trimmed Mean Filters Under Deviations From Assumed Noise Model,
IP(13), No. 5, May 2004, pp. 627-639.
IEEE DOI Reference 0404 BibRef

Asif, A.,
Fast Rauch-Tung-Striebel smoother-based image restoration for noncausal images,
SPLetters(11), No. 3, March 2004, pp. 371-374.
IEEE Abstract. IEEE Top Reference. 0404 BibRef

Fashing, M.[Mark], Tomasi, C.[Carlo],
Mean Shift Is a Bound Optimization,
PAMI(27), No. 3, March 2005, pp. 471-474.
IEEE Abstract. IEEE Top Reference. 0501 See also Estimation of the Gradient of a Density Function, with Applications in Pattern Recognition, The. See also Mean Shift, Mode Seeking, And Clustering. BibRef

Chen, K.[Ke],
Adaptive Smoothing via Contextual and Local Discontinuities,
PAMI(27), No. 10, October 2005, pp. 1552-1567.
IEEE DOI Reference 0509 Chen, K.[Ke], BibRef
And: Erratum PAMI(30), No. 10, October 2008, pp. 1872-1872.
IEEE DOI Reference 0810Solve two measures simultaneously to find discontinuities. BibRef

Gao, S.[Song], Bui, T.D.,
Image segmentation and selective smoothing by using Mumford-Shah model,
IP(14), No. 10, October 2005, pp. 1537-1549.
IEEE DOI Reference 0510 See also Optimal Approximations by Piecewise Smooth Functions and Variational Problems. BibRef

Glasa, J.[Ján],
Least-squares smoothing of 3D digital curves,
RealTimeImg(11), No. 5-6, October-December 2005, pp. 465-473.
WWW Version. 0510 BibRef

Pham, T.Q.[Tuan Q.], van Vliet, L.J.[Lucas J.], Schutte, K.[Klamer],
Robust Fusion of Irregularly Sampled Data Using Adaptive Normalized Convolution,
JASP(2006), No. Article ID 83268, 2006, pp. 1-12.
WWW Version. 0603 BibRef

Pham, T.Q.[Tuan Q.], van Vliet, L.J.[Lucas J.],
Normalized Averaging Using Adaptive Applicability Functions with Applications in Image Reconstruction from Sparsely and Randomly Sampled Data,
SCIA03(485-492).
WWW Version. 0310 BibRef

Tschumperlé, D.[David],
Fast Anisotropic Smoothing of Multi-Valued Images using Curvature-Preserving PDE's,
IJCV(68), No. 1, June 2006, pp. 65-82.
Springer DOI Reference 0605 BibRef
And:
Curvature-Preserving Regularization of Multi-valued Images Using PDE's,
ECCV06(II: 295-307).
Springer DOI Reference 0608 BibRef
Lic-Based Regularization of Multi-Valued Images,
ICIP05(III: 533-536).
IEEE DOI Reference 0512 BibRef

Vaiphasa, C.[Chaichoke],
Consideration of smoothing techniques for hyperspectral remote sensing,
PandRS(60), No. 2, April 2006, pp. 91-99.
WWW Version. 0610Aggregation; Convolution; Hyperspectral; Optimization; Savitzky-Golay; Moving average; Spectral smoothing filters BibRef

Rakshit, S., Ghosh, A., Shankar, B.U.[B. Uma],
Fast mean filtering technique (FMFT),
PR(40), No. 3, March 2007, pp. 890-897.
WWW Version. 0611Mean filtering; Spatial averaging; Image smoothing; Noise reduction; Image processing BibRef

Papari, G., Petkov, N., Campisi, P.,
Artistic Edge and Corner Enhancing Smoothing,
IP(16), No. 10, October 2007, pp. 2449-2462.
IEEE DOI Reference 0711 BibRef

Lee, J.A.[John A.], Geets, X.[Xavier], Grégoire, V.[Vincent], Bol, A.[Anne],
Edge-Preserving Filtering of Images with Low Photon Counts,
PAMI(30), No. 6, June 2008, pp. 1014-1027.
IEEE DOI Reference 0804Apply to Poisson noise. BibRef

Goshtasby, A.[Ardeshir], Satter, M.[Martin],
An adaptive window mechanism for image smoothing,
CVIU(111), No. 2, August 2008, pp. 155-169.
WWW Version. 0808Image smoothing; Adaptive smoothing; Nonlinear filtering; Median filtering; Mean filtering; Gaussian filtering BibRef

Zhang, F.[Fan], Hancock, E.R.[Edwin R.],
Graph spectral image smoothing using the heat kernel,
PR(41), No. 11, November 2008, pp. 3328-3342.
WWW Version. 0808 BibRef
Earlier:
Graph Spectral Image Smoothing,
GbRPR07(191-203).
Springer DOI Reference 0706 BibRef
Earlier:
Tensor MRI Regularization via Graph Diffusion,
BMVC06(II:589).
PDF Version. 0609 BibRef
And:
Heat Kernel Smoothing of Scalar and Vector Image Data,
ICIP06(1549-1552). 0610
IEEE DOI Reference BibRef
And:
Smoothing Tensor-Valued Images Using Anisotropic Geodesic Diffusion,
SSPR06(83-91).
Springer DOI Reference 0608 BibRef
Earlier:
Edge Detection and Anisotropic Diffusion for Tensor-Valued Images,
ICIP06(229-232). 0610
IEEE DOI Reference Image smoothing; Heat kernel; Graph Laplacian; Graph spectra; Heat equation; Anisotropic diffusion; Denoising; Low-pass filtering BibRef

Zhang, F.[Fan], Hancock, E.R.[Edwin R.],
A Riemannian Weighted Filter for Edge-sensitive Image Smoothing,
ICPR06(III: 594-598).
WWW Version. 0609 BibRef

Bettahar, S.[Salim], Stambouli, A.B.[Amine Boudghene],
Shock filter coupled to curvature diffusion for image denoising and sharpening,
IVC(26), No. 11, 1 November 2008, pp. 1481-1489.
WWW Version. 0804Noise; Blur; Diffusion; Shock filter Eliminate noise, but preserve important structure. BibRef

Yu, L.[Lu], Wang, Q.[Qiao], Wu, L.[Lenan], Xie, J.[Jun],
A Mumford-Shah model on lattice,
IVC(26), No. 12, 1 December 2008, pp. 1663-1669.
WWW Version. 0810Image segmentation; Mumford-Shah; Discrete model See also Optimal Approximations by Piecewise Smooth Functions and Variational Problems. BibRef

Buades, A., Chien, A., Morel, J.M., Osher, S.J.,
Topology Preserving Linear Filtering Applied To Medical Imaging,
SIIMS(1), No. 1, 2008, pp. 26-50. image restoration; PDE smoothing filters; 3D medical imaging; nonlocal image analysis; graph based image segmentation
WWW Version.
WWW Version. BibRef 0800

Dong, G.[Gang], Palaniappan, K.[Kannappan],
A Robust Method for Edge-Preserving Image Smoothing,
ACIVS08(xx-yy).
Springer DOI Reference 0810 BibRef

de Oliveira, D.M.[Daniel Marques], Lins, R.D.[Rafael Dueire],
Improving the Border Detection and Image Enhancement Algorithms in Tableau,
ICIAR08(xx-yy).
Springer DOI Reference 0806 BibRef

Sheikh, Y.A.[Yaser Ajmal], Khan, E.A.[Erum Arif], Kanade, T.[Takeo],
Mode-seeking by Medoidshifts,
ICCV07(1-8).
IEEE DOI Reference 0710 BibRef

Yuan, X.T.[Xiao-Tong], Li, S.Z.[Stan Z.],
Half Quadratic Analysis for Mean Shift: With Extension to A Sequential Data Mode-Seeking Method,
ICCV07(1-8).
IEEE DOI Reference 0710 BibRef

Bertelli, L.[Luca], Manjunath, B.S.,
Edge Preserving Filters using Geodesic Distances on Weighted Orthogonal Domains,
ICIP07(I: 321-324).
IEEE DOI Reference 0709 BibRef

Dahl, J.[Joachim], Jensen, S.H.[Soren Holdt], Hansen, P.C.[Per Christian],
A Convex Programming Approach to Anisotropic Smoothing,
ICIP07(II: 101-104).
IEEE DOI Reference 0709 BibRef

Artaechevarria, X.[Xabier], Munoz-Barrutia, A.[Arrate], Ortiz-de-Solorzano, C.[Carlos],
Restoration of Biomedical Images using Locally Adaptive B-Spline Smoothing,
ICIP07(II: 425-428).
IEEE DOI Reference 0709 BibRef

Backhouse, A.[Andy], Gu, I.Y.H.[Irene Y. H.], Wang, T.S.[Tie-Sheng],
ML Nonlinear Smoothing for Image Segmentation and its Relationship to the Mean Shift,
ICIP07(IV: 337-340).
IEEE DOI Reference 0709 BibRef

Yu, R.[Ruiguo], Liu, Z.Y.[Ze-Yi], Liu, Y.[Ying],
A Local R3-Subdivision Algorithm preserving Sharp Features,
ICARCV06(1-6).
IEEE DOI Reference 0612For 3D, process areas facing viewpoint. BibRef

Schall, O.[Oliver], Belyaev, A.[Alexander], Seidel, H.P.[Hans-Peter],
Feature-preserving denoising of time-varying range data,
SigGraph06(Article 56).
WWW Version. BibRef 0600

Morillas, S.[Samuel], Schulte, S.[Stefan], Mélange, T.[Tom], Kerre, E.E.[Etienne E.], Gregori, V.[Valentín],
A Soft-Switching Approach to Improve Visual Quality of Colour Image Smoothing Filters,
ACIVS07(254-261).
Springer DOI Reference 0708 BibRef

Cao, L.L.[Liang-Liang], Li, F.F.[Fei-Fei],
Spatially Coherent Latent Topic Model for Concurrent Segmentation and Classification of Objects and Scenes,
ICCV07(1-8).
IEEE DOI Reference 0710 BibRef

Chen, S.F.[Shi-Feng], Cao, L.L.[Liang-Liang], Liu, J.Z.[Jian-Zhuang], Tang, X.[Xiaoou],
Iterative MAP and ML Estimations for Image Segmentation,
CVPR07(1-6).
IEEE DOI Reference 0706 BibRef
Earlier:
Automatic Segmentation of Lung Fields from Radiographic Images of SARS Patients Using a New Graph Cuts Algorithm,
ICPR06(I: 271-274).
WWW Version. 0609 BibRef

Malm, H.[Henrik], Warrant, E.[Eric],
Motion Dependent Spatiotemporal Smoothing for Noise Reduction in Very Dim Light Image Sequences,
ICPR06(III: 954-959).
WWW Version. 0609 BibRef

Shan, S.G.[Shi-Guang], Zhang, W.C.[Wen-Chao], Su, Y.[Yu], Chen, X.L.[Xi-Lin], Gao, W.[Wen],
A Riemannian Weighted Filter for Edge-sensitive Image Smoothing,
ICPR06(III: 590-593).
WWW Version. 0609 BibRef

Humphrey, D., Taubman, D.,
A filtering approach to edge preserving MAP estimation of images,
ICIP04(I: 307-310).
IEEE DOI Reference 0505 BibRef

Robles-Kelly, A., Hancock, E.R.,
Vector field smoothing via heat flow,
ICPR04(II: 94-97).
IEEE DOI Reference 0409 BibRef

Howard, T.C., Morse, B.S.,
Interactive level-set smoothing for photo editing,
ICIP03(III: 1057-1060).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Song, B.C.[Byung Cheol], Chun, K.W.[Kang Wook],
Motion-compensated temporal pre-filtering for noise reduction in a video encoder,
ICIP04(II: 1221-1224).
IEEE DOI Reference 0505 BibRef
Earlier:
Motion-compensated noise estimation for efficient pre-filtering in a video encoder,
ICIP03(II: 211-214).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Gallo, G.[Giovanni], Giuoco, A.L.[Alessandro Lo],
Offset Smoothing Using the USAN's Principle,
CAIP03(770-777).
WWW Version. 0311 BibRef

Olmstead, R., Farison, J.B.,
Linear filtering of spatially invariant image sequences for feature separation and compression under three types of image noise,
Southwest02(183-187).
IEEE Top Reference. 0208 BibRef

El Doker, T.A., Mlsna, P.A.,
Efficient region boundary approximation using adaptive smoothing and second-order B-splines,
Southwest02(139-143).
IEEE Top Reference. 0208 BibRef

August, J.[Jonas],
Volterra Filtering of Noisy Images of Curves,
ECCV02(III: 604 ff.).
HTML Version. 0205 BibRef

Vemuri, B.C., Chen, Y., Wang, Z.,
Registration Assisted Image Smoothing and Segmentation,
ECCV02(IV: 546 ff.).
HTML Version. 0205 BibRef

Vemuri, B.C., Wang, L., Chen, Y.,
A Coupled PDE Model of Nonlinear Diffusion for Image Smoothing and Segmentation,
CVPR98(132-137).
IEEE Abstract. IEEE Top Reference. BibRef 9800

Lukac, R., Marchevsky, S.,
Adaptive Vector LUM Smoother,
ICIP01(I: 878-881).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

Smolka, B.[Bogdan], Wojciechowski, K.W.[Konrad W.],
Edge Preserving Image Smoothing Based on Self Avoiding Random Walk,
ICPR00(Vol III: 664-667).
IEEE DOI Reference
HTML Version. 0009 BibRef
Earlier:
Edge Preserving Probabilistic Smoothing Algorithm,
CAIP99(41-48).
WWW Version. 9909 BibRef

Ghosal, S.,
On Algebraic Smoothing: Theory and Results,
ICPR00(Vol III: 17-20).
IEEE DOI Reference 0009 BibRef

Yoshida, T., Hirano, K.,
An Edge Enhancement Technique for Image Segmentation Based on Resistive Circuit Simulation,
ICIP00(Vol III: 913-916).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Weisenseel, R.A., Karl, W.C., Castanon, D.A.,
A Region-based Alternative for Edge-preserving Smoothing,
ICIP00(Vol III: 778-781).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

Black, M.J.[Michael J.], Sapiro, G.[Guillermo],
Edges as Outliers: Anisotropic Smoothing using Local Image Statistics,
ScaleSpace99(259-270). BibRef 9900

Teo, P., Sapiro, G., and Wandell, B.,
Anisotropic Smoothing of Posterior Probabilities,
ICIP97(I: 675-678).
IEEE DOI Reference BibRef 9700

Bakker, P., van Vliet, L.J., Verbeek, P.W.,
Edge Preserving Orientation Adaptive Filtering,
CVPR99(I: 535-540).
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WWW Version. See also Edge Preserving Texture Analysis. BibRef 9900

Mottl, V.[Vadim], Kopylov, A., Kostin, A.,
Edge Preserving in Generalized Smoothing of Signals and Images,
ICPR98(Vol II: 1579-1581).
IEEE DOI Reference 9808 BibRef

Siddiqi, K.[Kaleem], Tannenbaum, A.R.[Allen R.], and Zucker, S.W.[Steven W.],
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ICCV98(215-221).
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Kasinski, A.J.[Andrzej J.],
Smoothing noisy images without destroying predefined feature carriers,
CAIP97(519-526).
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Zeng, C., and Sonka, M.,
Local Three-Dimensional Shape-Preserving Smoothing without Shrinkage,
ICIP97(I: 393-396).
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Muneyasu, M.[Mitsuji], Yasu, Y.[Yoshihiro], Hinamoto, T.[Takao],
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ICIP99(I:534-538).
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Muneyasu, M.[Mitsuji], Wada, Y., Hinamoto, T.,
Edge-Preserving Smoothing by Adaptive Nonlinear Filters Based on Fuzzy Control Laws,
ICIP96(I: 785-788).
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Anastasio, M.A., Pan, X.C.[Xiao-Chuan], Kao, C.M.[Chien-Min],
A general technique for smoothing multi-dimensional datasets utilizing orthogonal expansions and lower dimensional smoothers,
ICIP98(II: 718-721).
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Li, B., Zhao, D.,
Weighted-Fitting-Based Adaptive Filtering of Images,
SCV95(401-406).
IEEE Top Reference. University of Michigan-Dearborn. Changes both the filter size and its shape. BibRef 9500

Caelli, T.M.[Terry M.], Ollila, M.[Mark],
In-place covariance operators for computer vision,
CIAP95(374-380).
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Grace, A.E., Spann, M.,
Edge Enhancement and Fine Feature Restoration of Segmented Objects using Pyramid Based Adaptive Filtering,
BMVC93(xx-yy).
PDF Version. 9309 BibRef

Azencott, R., Chalmond, B., Coldefy, F.,
Association of adaptative smoothing and Markovian models for detection of valley bottoms on strongly noisy images,
ICPR92(III:327-330).
IEEE DOI Reference 9208nondestructive testing BibRef

Amiri, H., Zamperoni, P.,
An alpha-trimmed mean filter controlled by local parameters,
ICPR92(III:700-703).
IEEE DOI Reference 9208 BibRef

Fairfield, J.,
Toboggan Contrast Enhancement for Contrast Segmentation,
ICPR90(I: 712-716).
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Shen, Q.,
Fuzzy image smoothing,
ICPR90(II: 74-78).
IEEE DOI Reference 9208 BibRef

Liu, S.C., Harris, J.G.,
Generalized smoothing networks in early vision,
CVPR89(184-191).
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Sun, X., Yan, P., Chang, T.,
A New Smoothing Filter for Directional Detection and Enhancement,
ICPR88(I: 628-630).
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Wang, D., Wang, Q.,
A Weighted Averaging Method for Image Smoothing,
ICPR86(981-983). BibRef 8600

Cai, Y.L., Chen, C.S.,
An Edge Preserving Smoothing Filter Based on the Robust Estimate,
ICPR86(206-208). BibRef 8600

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Implementation of Convolution and Smoothing Techniques .