5.3.8.1 Noise Removal, Impulse Noise

Yasuoka, Y., Haralick, R.M.,
Peak Noise Removal by a Facet Model,
PR(16), No. 1, 1983, pp. 23-29.
WWW Version. BibRef 8300

Rushby, R.J.[Robert J.], Parmar, Y.S.[Yashvant S.],
Method and apparatus for removing erroneous elements from digital images,
US_Patent4,389,677, Jun 21, 1983
WWW Version. BibRef 8306

Nomura, Y., and Haruse, H.,
Reduction of Obscuration Noise Using Multiple Images,
PAMI(10), No. 2, March 1988, pp. 267-270.
IEEE DOI Link Noise that replaces rather than modifies. Multiple images of a stationary scene. Test case: scene behind air bubbles in a water tank. BibRef 8803

Combettes, P.L., Trussell, H.J.,
Methods of Digital Restoration of Signals Degraded by a Stochastic Impulse Response,
ASSP(37), No. 3, March 1989, pp. 383-401. BibRef 8903

Patel, C.B.[Chandrakant B.], Weckenbrock, H.J.[Hermann J.], Wedam, W.F.[Werner F.], Altman, T.N.[Ted N.],
Estimation of noise using burst gate response to video signal,
US_Patent5,294,979, Mar 15, 1994
WWW Version. BibRef 9403

Kong, H., Guan, L.,
A Neural Network Adaptive Filter for the Removal of Impulse Noise in Digital Images,
NeurNet(9), No. 3, April 1996, pp. 373-378. 9605
BibRef

Guan, L., Kong, H.S.,
Adaptive Impulsive Noise Removal in TV Picture Transmission,
RealTimeImg(4), No. 2, April 1998, pp. 113-123. 9806
BibRef

Abreu, E., Lightstone, M., Mitra, S.K., Arakawa, K.,
A New Efficient Approach for the Removal of Impulse Noise from Highly Corrupted Images,
IP(5), No. 6, June 1996, pp. 1012-1025.
IEEE DOI Link 9607
BibRef

Russo, F., Ramponi, G.,
A Fuzzy Filter for Images Corrupted by Impulse Noise,
SPLetters(3), No. 6, June 1996, pp. 168-170.
IEEE Top Reference. 9607
BibRef

Russo, F.,
Fuzzy Processing of Image Data Using Fire Filters,
JIFS(5), No. 4, 1997, pp. 361-366. 9809
BibRef
Earlier:
Removal of impulse noise using a FIRE filter,
ICIP96(II: 975-978).
IEEE DOI Link 9610
BibRef
Earlier:
An image enhancement technique based on the FIRE operator,
ICIP95(I: 155-158).
IEEE DOI Link 9510
BibRef

Russo, F.[Fabrizio],
Hybrid neuro-fuzzy filter for impulse noise removal,
PR(32), No. 11, November 1999, pp. 1843-1855.
WWW Version. BibRef 9911
Earlier:
Nonlinear Filtering of Noisy Images Using Neuro-Fuzzy Operators,
ICIP97(III: 412-415).
IEEE DOI Link BibRef

Kundu, A., Mitra, S.K., Vaidyanathan, P.P.,
Application of Two-Dimensional Generalized Mean Filtering for Removal of Impulse Noises from Images,
ASSP(32), 1984, pp. 600-609. BibRef 8400

Wang, Z.[Zhou], Zhang, D.,
Restoration of Impulse Noise-Corrupted Images Using Long-Range Correlation,
SPLetters(5), No. 1, January 1998, pp. 4-7.
IEEE Top Reference. 9802
BibRef

Kong, H.S., Guan, L.,
Self-Organizing Tree Map for Eliminating Impulse Noise with Random Intensity Distributions,
JEI(7), No. 1, January 1998, pp. 36-44. 9807
BibRef

Xu, Y., Lai, E.M.K.,
Restoration of Images Contaminated by Mixed Gaussian and Impulse Noise Using a Recursive Minimum-Maximum Method,
VISP(145), No. 4, August 1998, pp. 264-270. 9810
BibRef

Overall, G.S.[Gary Scott], Wright, P.B.[Phillip Byron],
Image improvement after facsimile reception,
US_Patent5,940,190, Aug 17, 1999
WWW Version. BibRef 9908

Windyga, P.S.,
Fast Impulsive Noise Removal,
IP(10), No. 1, January 2001, pp. 173-179.
IEEE DOI Link 0101
BibRef

Marshall, Jr., T.G.,
Image filtering with orthogonal projectors for burst error control,
CirSysVideo(1), No. 3, September 1991, pp. 269-278.
IEEE Top Reference. 0206
BibRef

Pok, G.[Gouchol], Liu, J.C.[Jyh-Charn], Nair, A.S.,
Selective removal of impulse noise based on homogeneity level information,
IP(12), No. 1, January 2003, pp. 85-92.
IEEE DOI Link 0301
BibRef

Koivisto, P.[Pertti], Astola, J.T.[Jaakko T.], Lukin, V.V.[Vladimir V.], Melnik, V.P.[Vladimir P.], Tsymbal, O.[Oleg],
Removing Impulse Bursts from Images by Training-Based Filtering,
JASP(2003), No. 3, March 2003, pp. 223.
WWW Version. 0304
BibRef

Jiang, X.D.,
Image detail-preserving filter for impulsive noise attenuation,
VISP(150), No. 3, June 2003, pp. 179-185.
IEEE Abstract. 0308
BibRef

Nikolova, M.[Mila],
A Variational Approach to Remove Outliers and Impulse Noise,
JMIV(20), No. 1-2, January-March 2004, pp. 99-120.
DOI Link 0403
BibRef
Earlier:
Efficient Removing of Impulsive Noise Based on an L1-L2 Cost-Function,
ICIP03(I: 121-124).
IEEE DOI Link 0312
BibRef

Chan, R.H., Hu, C.[Chen], Nikolova, M.,
An iterative procedure for removing random-valued impulse noise,
SPLetters(11), No. 12, December 2004, pp. 921-924.
IEEE Abstract. 0412
BibRef

Chan, R.H., Ho, C.W.[Chung-Wa], Nikolova, M.,
Salt-and-pepper noise removal by median-type noise detectors and detail-preserving regularization,
IP(14), No. 10, October 2005, pp. 1479-1485.
IEEE DOI Link 0510
BibRef

Aizenberg, I., Butakoff, C.,
Effective impulse detector based on rank-order criteria,
SPLetters(11), No. 3, March 2004, pp. 363-366.
IEEE Abstract. 0404
BibRef

Aizenberg, I., Astola, J.T., Butakoff, C., Egiazarian, K.O., Paliy, D.,
Effective detection and elimination of impulsive noise with a minimal image smoothing,
ICIP03(III: 357-360).
IEEE DOI Link 0312
BibRef

Aizenberg, I., Butakoff, C., Paliy, D.,
Impulsive noise removal using threshold Boolean filtering based on the impulse detecting functions,
SPLetters(12), No. 1, January 2005, pp. 63-66.
IEEE Abstract. 0501
BibRef

Aizenberg, I.[Igor], Butakoff, C.[Constantine],
A windowed Gaussian notch filter for quasi-periodic noise removal,
IVC(26), No. 10, 1 October 2008, pp. 1347-1353.
WWW Version. 0804
Nonlinear filtering; Spectrum filtering; Fourier transform; Periodic noise BibRef

Crnojevic, V.S., Senk, V., Trpovski, Z.,
Advanced Impulse Detection Based on Pixel-Wise MAD,
SPLetters(11), No. 7, July 2004, pp. 589-592.
IEEE Abstract. 0407
MAD: median of the absolute deviations from the median. BibRef

Xu, H.X.[Hai-Xiang], Zhu, G.X.[Guang-Xi], Peng, H.[Haoyu], Wang, D.S.[De-Sheng],
Adaptive fuzzy switching filter for images corrupted by impulse noise,
PRL(25), No. 15, November 2004, pp. 1657-1663.
WWW Version. 0411
BibRef

Alajlan, N.[Naif], Kamel, M.S.[Mohamed S.], Jernigan, E.[Ed],
Detail preserving impulsive noise removal,
SP:IC(19), No. 10, December 2004, pp. 993-1003.
WWW Version. 0501
BibRef

Lukac, R.[Rastislav], Fischer, V.[Viktor], Motyl, G.[Guy], Drutarovsky, M.[Milos],
Adaptive video filtering framework,
IJIST(14), No. 6, 2004, pp. 223-237.
DOI Link 0412
BibRef

Chuah, T.C.,
Turbo equalisation in non-Gaussian impulsive noise,
VISP(152), No. 1, February 2005, pp. 52-60.
IEEE Abstract. 0501
BibRef

Liu, Z.J.[Zheng-Jun], Wang, C.Y.[Chang-Yao], Liu, A.X.[Ai-Xia], Xiao, X.M.[Xiang-Ming],
Statistical Ratio Rank Ordered Differences Filter for SeaWiFS Impulse Noise Removal,
PhEngRS(71), No. 1, January 2005, pp. 89-96. The SRROD Filter for SeaWiFS Impulse Noise Removal is described.
WWW Version. 0509
BibRef

Garnett, R., Huegerich, T., Chui, C., He, W.,
A Universal Noise Removal Algorithm With an Impulse Detector,
IP(14), No. 11, November 2005, pp. 1747-1754.
IEEE DOI Link 0510
BibRef

Ma, Z.H.[Zhong-Hua], Feng, D.D.[David Dagan], Wu, H.R.[Hong Ren],
A neighborhood evaluated adaptive vector filter for suppression of impulse noise in color images,
RealTimeImg(11), No. 5-6, October-December 2005, pp. 403-416.
WWW Version. 0510
BibRef

Ma, Z.H.[Zhong-Hua], Wu, H.R.[Hong Ren], Feng, D.D.[David Dagan],
Fuzzy vector partition filtering technique for color image restoration,
CVIU(107), No. 1-2, July-August 2007, pp. 26-37.
WWW Version. 0706
Color image restoration; Adaptive vector filter; Vector partition filtering; Fuzzy ranking technique BibRef

Morillas, S.[Samuel], Gregori, V.[Valentín], Peris-Fajarnés, G.[Guillermo], Latorre, P.[Pedro],
A fast impulsive noise color image filter using fuzzy metrics,
RealTimeImg(11), No. 5-6, October-December 2005, pp. 417-428.
WWW Version. 0510
BibRef
Earlier:
A New Vector Median Filter Based on Fuzzy Metrics,
ICIAR05(81-90).
Springer DOI Link 0509
BibRef

Morillas, S.[Samuel], Gregori, V.[Valentin], Peris-Fajarnes, G.[Guillermo],
Isolating impulsive noise pixels in color images by peer group techniques,
CVIU(110), No. 1, April 2008, pp. 102-116.
WWW Version. 0804
Color image filter; Fuzzy metric; Peer group; Switching filtering; Vector median filter BibRef

Camarena, J.G.[Joan-Gerard], Gregori, V.[Valentin], Morillas, S.[Samuel], Sapena, A.[Almanzor],
Fast detection and removal of impulsive noise using peer groups and fuzzy metrics,
JVCIR(19), No. 1, January 2008, pp. 20-29.
WWW Version. 0711
BibRef
Earlier: A3, A2, A4, Only:
Fuzzy Bilateral Filtering for Color Images,
ICIAR06(I: 138-145).
Springer DOI Link 0610
Color image filter; Fuzzy metric; Non-linear vector filter; Peer group; Vector median filter BibRef

Camarena, J.G.[Joan-Gerard], Gregori, V.[Valentin], Morillas, S.[Samuel], Sapena, A.[Almanzor],
Some improvements for image filtering using peer group techniques,
IVC(28), No. 1, Januray 2010, pp. 188-201.
Elsevier DOI Link 1001
Adaptive filter; Color image denoising; Peer group filter; Switching filter; Vector filter BibRef

Camarena, J.G.[Joan-Gerard], Gregori, V.[Valentín], Morillas, S.[Samuel], Peris-Fajarnés, G.[Guillermo],
New Method for Fast Detection and Removal of Impulsive Noise Using Fuzzy Metrics,
ICIAR06(I: 359-369).
Springer DOI Link 0610
BibRef

Yuksel, M.E.,
A hybrid neuro-fuzzy filter for edge preserving restoration of images corrupted by impulse noise,
IP(15), No. 4, April 2006, pp. 928-936.
IEEE DOI Link 0604
BibRef

Schulte, S.[Stefan], Nachtegael, M.[Mike], de Witte, V.[Valérie], van der Weken, D.[Dietrich], Kerre, E.E.[Etienne E.],
A Fuzzy Impulse Noise Detection and Reduction Method,
IP(15), No. 5, May 2006, pp. 1153-1162.
IEEE DOI Link 0605
BibRef

Schulte, S.[Stefan], de Witte, V.[Valerie], Nachtegael, M.[Mike], van der Weken, D.[Dietrich], Kerre, E.E.[Etienne E.],
Histogram-based fuzzy colour filter for image restoration,
IVC(25), No. 9, 1 September 2007, pp. 1377-1390.
WWW Version. 0707
Fuzzy filter; Histogram; Colour filter; Impulse noise; Image restoration BibRef

Nachtegael, M., van der Weken, D., de Witte, V., Schulte, S., Melange, T., Kerre, E.E.,
Color Image Retrieval using Fuzzy Similarity Measures and Fuzzy Partitions,
ICIP07(VI: 13-16).
IEEE DOI Link 0709
BibRef

Schulte, S., Morillas, S., Gregori, V., Kerre, E.E.,
A New Fuzzy Color Correlated Impulse Noise Reduction Method,
IP(16), No. 10, October 2007, pp. 2565-2575.
IEEE DOI Link 0711
BibRef

Camarena, J.G.[Joan-Gerard], Gregori, V.[Valentin], Morillas, S.[Samuel], Sapena, A.[Almanzor],
Two-step fuzzy logic-based method for impulse noise detection in colour images,
PRL(31), No. 13, 1 October 2010, pp. 1842-1849.
Elsevier DOI Link 1003
Colour image filter; Fuzzy logic; Fuzzy metric; Impulse noise BibRef

Morillas, S.[Samuel], Schulte, S.[Stefan], Kerre, E.E.[Etienne E.], Peris-Fajarnés, G.[Guillermo],
A New Fuzzy Impulse Noise Detection Method for Colour Images,
SCIA07(492-501).
Springer DOI Link 0706
BibRef

Schulte, S.[Stefan], de Witte, V.[Valérie], Nachtegael, M.[Mike], Mélange, T.[Tom], Kerre, E.E.[Etienne E.],
A New Fuzzy Additive Noise Reduction Method,
ICIAR07(12-23).
Springer DOI Link 0708
BibRef

Schulte, S., de Witte, V., Nachtegael, M., van der Weken, D., Kerre, E.E.,
Fuzzy Two-Step Filter for Impulse Noise Reduction From Color Images,
IP(15), No. 11, November 2006, pp. 3567-3578.
IEEE DOI Link 0610
BibRef
And:
A New Fuzzy Filter for the Reduction of Randomly Valued Impulse Noise,
ICIP06(1809-1812).
IEEE DOI Link 0610
BibRef
Earlier:
A New Fuzzy Multi-channel Filter for the Reduction of Impulse Noise,
IbPRIA05(I:368).
Springer DOI Link 0509
BibRef

Mélange, T.[Tom], Nachtegael, M.[Mike], Kerre, E.E.[Etienne E.],
Fuzzy Random Impulse Noise Removal From Color Image Sequences,
IP(20), No. 4, April 2011, pp. 959-970.
IEEE DOI Link 1103
BibRef
Earlier: A2, A1, A3:
The Possibilities of Fuzzy Logic in Image Processing,
PReMI07(198-208).
Springer DOI Link 0712
BibRef

Melange, T.[Tom], Nachtegael, M.[Mike], Schulte, S.[Stefan], Kerre, E.E.[Etienne E.],
A fuzzy filter for the removal of random impulse noise in image sequences,
IVC(29), No. 6, May 2011, pp. 407-419.
Elsevier DOI Link 1104
Video; Denoising; Impulse noise; Fuzzy sets BibRef

Nachtegael, M.[Mike], Schulte, S.[Stefan], de Witte, V.[Valerie], Mélange, T.[Tom], Kerre, E.E.[Etienne E.],
Image Similarity: From Fuzzy Sets to Color Image Applications,
Visual07(26-37).
Springer DOI Link 0706
BibRef

Schulte, S.[Stefan], de Witte, V.[Valrie], Kerre, E.E.[Etienne E.],
A Fuzzy Noise Reduction Method for Color Images,
IP(16), No. 5, May 2007, pp. 1425-1436.
IEEE DOI Link 0704
BibRef

Ze-Feng, D., Zhou-Ping, Y., You-Lun, X.,
High Probability Impulse Noise-Removing Algorithm Based on Mathematical Morphology,
SPLetters(14), No. 1, January 2007, pp. 31-34.
IEEE DOI Link 0701
BibRef

Srinivasan, K.S., Ebenezer, D.,
A New Fast and Efficient Decision-Based Algorithm for Removal of High-Density Impulse Noises,
SPLetters(14), No. 3, March 2007, pp. 189-192.
IEEE DOI Link 0703
BibRef

Civicioglu, P.,
Using Uncorrupted Neighborhoods of the Pixels for Impulsive Noise Suppression With ANFIS,
IP(16), No. 3, March 2007, pp. 759-773.
IEEE DOI Link 0703
BibRef

Zhao, W., Pope, A.,
Image Restoration Under Significant Additive Noise,
SPLetters(14), No. 6, June 2007, pp. 401-404.
IEEE DOI Link 0706
BibRef

Jin, L., Li, D.,
An Efficient Color-Impulse Detector and its Application to Color Images,
SPLetters(14), No. 6, June 2007, pp. 397-400.
IEEE DOI Link 0706
BibRef

Djurovic, I.[Igor], Lukin, V.V.[Vladimir V.],
Robust DFT-based filtering of pulse-like FM signals corrupted by impulsive noise,
SIViP(1), No. 1, April 2007, pp. 39-51.
Springer DOI Link 0706
BibRef

Lin, T.C.[Tzu-Chao],
Partition belief median filter based on Dempster-Shafer theory for image processing,
PR(41), No. 1, January 2008, pp. 139-151.
WWW Version. 0710
Impulsive noise; Evidence theory; Recursive filtering; Least mean square BibRef

Cai, J.F.[Jian-Feng], Chan, R.H.[Raymond H.], di Fiore, C.[Carmine],
Minimization of a Detail-Preserving Regularization Functional for Impulse Noise Removal,
JMIV(29), No. 1, Septmeber 2007, pp. 79-91.
Springer DOI Link 0709
BibRef

Petrovic, N.I.[Nemanja I.], Crnojevic, V.S.[Vladimir S.],
Universal Impulse Noise Filter Based on Genetic Programming,
IP(17), No. 7, July 2008, pp. 1109-1120.
IEEE DOI Link 0806
BibRef
Earlier:
Evolutionary Tree-Structured Filter for Impulse Noise Removal,
ACIVS06(103-113).
Springer DOI Link 0609
BibRef
Earlier: A2, Only:
Impulse Noise Filter with Adaptive Mad-Based Threshold,
ICIP05(III: 337-340).
IEEE DOI Link 0512
BibRef

Obradovic, R.[Radovan], Janev, M.[Marko], Antic, B.[Borislav], Crnojevica, V.S.[Vladimir S.], Petrovic, N.I.[Nemanja I.],
Robust sparse image denoising,
ICIP11(2569-2572).
IEEE DOI Link 1201
BibRef

Yu, H., Zhao, L., Wang, H.,
An Efficient Procedure for Removing Random-Valued Impulse Noise in Images,
SPLetters(15), No. 1, 2008, pp. 922-925.
IEEE DOI Link 0901
BibRef

Chen, S.S.[Shou-Shui], Yang, X.[Xin], Cao, G.,
Impulse noise suppression with an augmentation of ordered difference noise detector and an adaptive variational method,
PRL(30), No. 4, 1 March 2009, pp. 460-467.
Elsevier DOI Link 0903
BibRef
Earlier: A1, A2, Only:
A Variational Method with a Noise Detector for Impulse Noise Removal,
SSVM07(442-450).
Springer DOI Link 0705
Image denoising; Impulse noise reduction; Noise detection; Adaptive variational method BibRef

Zhang, X., Xiong, Y.,
Impulse Noise Removal Using Directional Difference Based Noise Detector and Adaptive Weighted Mean Filter,
SPLetters(16), No. 4, April 2009, pp. 295-298.
IEEE DOI Link 0903
BibRef

Wang, S.S.[Shuenn-Shyang], Wu, C.H.[Cheng-Hao],
A new impulse detection and filtering method for removal of wide range impulse noises,
PR(42), No. 9, September 2009, pp. 2194-2202.
Elsevier DOI Link 0905
Image processing; Impulse noise; Image filtering BibRef

Morillas, S., Gregori, V., Hervas, A.,
Fuzzy Peer Groups for Reducing Mixed Gaussian-Impulse Noise From Color Images,
IP(18), No. 7, July 2009, pp. 1452-1466.
IEEE DOI Link 0906
BibRef

Xu, Z., Wu, H.R., Qiu, B., Yu, X.,
Geometric Features-Based Filtering for Suppression of Impulse Noise in Color Images,
IP(18), No. 8, August 2009, pp. 1742-1759.
IEEE DOI Link 0907
BibRef

Ghanekar, U., Singh, A.K., Pandey, R.,
A Contrast Enhancement-Based Filter for Removal of Random Valued Impulse Noise,
SPLetters(17), No. 1, January 2010, pp. 47-50.
IEEE DOI Link 0911
BibRef

Kaliraj, G., Baskar, S.,
An efficient approach for the removal of impulse noise from the corrupted image using neural network based impulse detector,
IVC(28), No. 3, March 2010, pp. 458-466.
Elsevier DOI Link 1001
Neural network; Image filtering; Impulse detector; Impulse noise BibRef

Lopez-Rubio, E.[Ezequiel],
Restoration of images corrupted by Gaussian and uniform impulsive noise,
PR(43), No. 5, May 2010, pp. 1835-1846.
Elsevier DOI Link 1003
Image restoration; Gaussian noise; Uniform impulsive noise; Kernel regression; Probabilistic mixture models BibRef

Zibulevsky, M.[Michael], Elad, M.[Michael],
L1-L2 Optimization in Signal and Image Processing,
SPMag(27), No. 3, 2010, pp. 76-88.
IEEE DOI Link 1006
BibRef

Kannan, K., Kanna, B.R.[B. Rajesh], Aravindan, C.,
Root Mean Square filter for noisy images based on hyper graph model,
IVC(28), No. 9, September 2010, pp. 1329-1338.
Elsevier DOI Link 1007
Hypergraph; Image Neighborhood Hypergraph (INHG); Root Mean Square approximation; Impulse noise; Gaussian noise BibRef

Wu, C.C.[Chang-Cheng], Zhao, C.Y.[Chun-Yu], Chen, D.Y.[Da-Yue],
Improved Radiometric Based Method for Suppressing Impulse Noise from Corrupted Images,
IEICE(E93-D), No. 7, July 2010, pp. 1936-1943.
WWW Version. 1008
BibRef

Bhotto, M.Z.A., Antoniou, A.,
Robust Recursive Least-Squares Adaptive-Filtering Algorithm for Impulsive-Noise Environments,
SPLetters(18), No. 3, March 2011, pp. 185-188.
IEEE DOI Link 1102
BibRef

Esakkirajan, S., Veerakumar, T., Subramanyam, A.N., Prem-Chand, C.H.,
Removal of High Density Salt and Pepper Noise Through Modified Decision Based Unsymmetric Trimmed Median Filter,
SPLetters(18), No. 5, May 2011, pp. 287-290.
IEEE DOI Link 1103
BibRef

Xiao, Y.[Yu], Zeng, T.Y.[Tie-Yong], Yu, J.[Jian], Ng, M.K.[Michael K.],
Restoration of images corrupted by mixed Gaussian-impulse noise via l1-l0 minimization,
PR(44), No. 8, August 2011, pp. 1708-1720.
Elsevier DOI Link 1104
Image restoration; Gaussian noise; Impulse noise; Dictionary learning BibRef

Awad, A.S.,
Standard Deviation for Obtaining the Optimal Direction in the Removal of Impulse Noise,
SPLetters(18), No. 7, July 2011, pp. 407-410.
IEEE DOI Link 1101
BibRef

Wu, J.[Jian], Tang, C.[Chen],
PDE-Based Random-Valued Impulse Noise Removal Based on New Class of Controlling Functions,
IP(20), No. 9, September 2011, pp. 2428-2438.
IEEE DOI Link 1109
BibRef

Pham, D.S.[Duc-Son], Venkatesh, S.[Svetha],
Improved Image Recovery From Compressed Data Contaminated With Impulsive Noise,
IP(21), No. 1, January 2012, pp. 397-405.
IEEE DOI Link 1112
BibRef

Pham, D.S.[Duc-Son], Budhaditya, S.[Saha], Phung, D.[Dinh], Venkatesh, S.[Svetha],
Improved subspace clustering via exploitation of spatial constraints,
CVPR12(550-557).
IEEE DOI Link 1208
BibRef

Jiang, X.,
Iterative Truncated Arithmetic Mean Filter and Its Properties,
IP(21), No. 4, April 2012, pp. 1537-1547.
IEEE DOI Link 1204
BibRef

Xiong, B., Yin, Z.,
A Universal Denoising Framework With a New Impulse Detector and Nonlocal Means,
IP(21), No. 4, April 2012, pp. 1663-1675.
IEEE DOI Link 1204
BibRef

Lu, C.T.[Ching-Ta], Chou, T.C.[Tzu-Chun],
Denoising of salt-and-pepper noise corrupted image using modified directional-weighted-median filter,
PRL(33), No. 10, 15 July 2012, pp. 1287-1295.
Elsevier DOI Link 1205
Image denoising; Salt-and-pepper noise; Median filter; Motion direction; Iterative filtering BibRef

Liu, Q.[Qiegen], Wang, S.S.[Shan-Shan], Luo, J.H.[Jian-Hua], Zhu, Y.M.[Yue-Min], Ye, M.[Meng],
An augmented Lagrangian approach to general dictionary learning for image denoising,
JVCIR(23), No. 5, July 2012, pp. 753-766.
Elsevier DOI Link 1205
Sparse representation; Dictionary learning; Augmented Lagrangian; Bregman iterative method; Accelerated technique; Iteratively Reweighted Norm; Gaussian noise removal; Impulse noise removal BibRef

Wang, S.S.[Shan-Shan], Xia, Y.[Yong], Liu, Q.[Qiegen], Luo, J.H.[Jian-Hua], Zhu, Y.M.[Yue-Min], Feng, D.D.[David Dagan],
Gabor feature based nonlocal means filter for textured image denoising,
JVCIR(23), No. 7, October 2012, pp. 1008-1018.
Elsevier DOI Link 1209
Nonlocal means filter; Gabor filter; Image denoising; Textured image analysis; Feature extraction; Similarity detection; Signal restoration; Gaussian noise BibRef

Zhou, Z.,
Cognition and Removal of Impulse Noise With Uncertainty,
IP(21), No. 7, July 2012, pp. 3157-3167.
IEEE DOI Link 1206
BibRef

Nair, M.S.[Madhu S.], Raju, G.,
A new fuzzy-based decision algorithm for high-density impulse noise removal,
SIViP(6), No. 4, November 2012, pp. 579-595.
WWW Version. 1210
BibRef

Muthukumar, S., Raju, G.,
A non-linear image denoising method for salt-and-pepper noise removal using Fuzzy-Based approach,
ICIIP11(1-5).
IEEE DOI Link 1112
BibRef

Zhou, Y.Y., Ye, Z.F., Huang, J.J.,
Improved decision-based detail-preserving variational method for removal of random-valued impulse noise,
IET-IPR(6), No. 7, 2012, pp. 976-985.
DOI Link 1211
BibRef

Han, Y.[Yu], Feng, X.C.[Xiang-Chu], Baciu, G.[George], Wang, W.W.[Wei-Wei],
Nonconvex sparse regularizer based speckle noise removal,
PR(46), No. 3, March 2013, pp. 989-1001.
Elsevier DOI Link 1212
Speckle noise; Nonconvex; Sparse; Alternative iteration; Augmented Lagrange multiplier; Iteratively reweighted method BibRef

Sree, P.S.J.[P. Syamala Jaya], Kumar, P.[Pradeep], Siddavatam, R.[Rajesh], Verma, R.[Ravikant],
Salt-and-pepper noise removal by adaptive median-based lifting filter using second-generation wavelets,
SIViP(7), No. 1, January 2013, pp. 111-118.
WWW Version. 1301
BibRef

Patel, P.[Punyaban], Jena, B.[Bibekananda], Majhi, B.[Banshidhar], Tripathy, C.R.,
Fuzzy Based Adaptive Mean Filtering Technique for Removal of Impulse Noise from Images,
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Jafar, I.F., Al Na'mneh, R.A., Darabkh, K.A.,
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IEEE DOI Link 1301
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Zhou, Y.Y.[Ying-Yue], Ye, Z.F.[Zhong-Fu], Xiao, Y.[Yao],
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JVCIR(24), No. 3, April 2013, pp. 283-294.
Elsevier DOI Link 1303
Image restoration; Mixed noise; Sparse representation; Masked K-SVD; Overcomplete dictionary; Noise classification; Bayesian decision rule; Variational denoising model BibRef

Hosseini, H., Marvasti, F.,
Fast restoration of natural images corrupted by high-density impulse noise,
JIVP(2013), No. 1, 2013, pp. 15.
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Jin, L., Liu, H., Xu, X., Song, E.,
Quaternion-Based Impulse Noise Removal From Color Video Sequences,
CirSysVideo(23), No. 5, May 2013, pp. 741-755.
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Baek, Y.M.[Yeul-Min], Kim, W.Y.[Whoi-Yul],
Noise Reduction Method for Image Signal Processor Based on Unified Image Sensor Noise Model,
IEICE(E96-D), No. 5, May 2013, pp. 1152-1161.
WWW Version. 1305
shot noise, dark-current noise, and fixed-pattern noise (FPN) together BibRef

Dharshini, A.L.S.[A. Leo Sahaya], Vasanth, K., SenthilKumar, V.J.[V. Jawahar], Selvan, S.[Shirley],
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Benazir, T.M., Imran, B.M.,
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Utaminingrum, F.[Fitri], Uchimura, K.[Keiichia], Koutaki, G.[Gou],
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Wan, Y.[Yi], Zhu, J.[Jiafa], Chen, Q.[Qiqiang],
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Zhang, H.[Haili], Chen, Y.M.[Yun-Mei],
A sparseland model for deblurring images in the presence of impulse noise,
ICIP12(3077-3080).
IEEE DOI Link 1302
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Rajamani, A., Krishnaveni, V., Padmaja, K., Thomas, N.S.[Neetha Susy],
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IMVIP12(48-52).
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Sree, S.J.[S. Jayanthi], Ashwin, S., Kumar, S.A.[S. Aravind],
Edge preserving algorithm for impulse noise removal using FPGA,
IMVIP12(69-72).
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Xu, J.W.[Jin-Wei], Pham, T.D.[Tuan D.],
Robust Impulse-Noise Filtering for Biomedical Images Using Numerical Interpolation,
ICIAR12(II: 146-155).
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Cho, C.Y.[Chao-Yi], Chen, T.M.[Tse-Min], Wang, W.S.[Wen-Shan], Liu, C.N.[Chun-Nan],
Real-Time Photo Sensor Dead Pixel Detection for Embedded Devices,
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Zhang, L.[Liang], Zhang, J.Z.[Jian-Zhou],
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Singh, K.K.[Krishna Kant], Pal, K.[Kirat], Mehrotra, A.[Akansha], Nigam, M.J.,
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ICIIP11(1-4).
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Pusateri, M.A.[Micheal A.], Scott, J.[Jesse], Mushtaq, U.[Umar],
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Scintillation noise artifacts. BibRef

Song, Y.H.[Young-Hun], Han, Y.S.[Yun-Sang], Lee, S.K.[Sang-Keun],
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Majid, A.[Abdul], Mahmood, M.T.[Muhammad Tariq], Choi, T.S.[Tae-Sun],
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Ohtsuka, T.[Tomohiko], Sasaki, H.[Homare], Suzuki, M.[Masato], Aoki, H.[Hiroyuki],
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Fu, B.[Bo], Yang, K.C.[Ke-Cheng], Li, W.[Wei], Fan, F.[Fan],
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Kam, H.S., Tan, W.H.,
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IVIC09(479-486).
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Xia, Y.S.[You-Shen],
A discrete-time algorithm for fast image restoration based on generalized least absolute deviation estimation,
ICIP09(1533-1536).
IEEE DOI Link 0911
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Zhang, W.B.[Wen-Bin], Cai, Q.[Qun], Wang, H.J.[Hong-Jun], Shen, L.[Lu], Li, J.S.[Jun-Sheng],
Application of Harmonic Wavelet Package to Feature Extraction in Impulsive Signal,
CISP09(1-3).
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Li, F.[Fang], Fan, J.S.[Jin-Song],
Salt and Pepper Noise Removal by Adaptive Median Filter and Minimal Surface Inpainting,
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Li, W.[Wei], Sun, Y.X.[Yan-Xia], Chen, S.J.[Sheng-Jian],
A New Algorithm for Removal of High-Density Salt and Pepper Noises,
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Vaudrey, T.[Tobi], Klette, R.[Reinhard],
Fast Trilateral Filtering,
CAIP09(541-548).
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Fast implementation of trilateral filter. See also Universal Noise Removal Algorithm With an Impulse Detector, A. BibRef

Saudia, S., Varghese, J.[Justin], Nallaperumal, K.[Krishnan], Mathew, S.P.[Santhosh P], Allwin, S., Thakur, S.K.,
An Adaptive Clustering Based Non-linear Filter for the Restoration of Impulse Corrupted Digital Images,
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Deepti, G.P.[G. Phani], Borker, M.V.[Maruti V], Sivaswamy, J.[Jayanthi],
Impulse Noise Removal from Color Images with Hopfield Neural Network and Improved Vector Median Filter,
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Image Denoising Using Matched Biorthogonal Wavelets,
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Al-Khaffaf, H.S.M.[Hasan S. M.], Talib, A.Z.[Abdullah Zawawi], Abdul Salam, R.[Rosalina],
Salt and Pepper Noise Removal from Document Images,
IVIC09(607-618).
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Earlier:
Removing salt-and-pepper noise from binary images of engineering drawings,
ICPR08(1-4).
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Lezoray, O.[Olivier], Ta, V.T.[Vinh Thong], El Moataz, A.[Abderrahim],
Impulse noise removal by spectral clustering and regularization on graphs,
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Faro, A., Giordano, D., Scarciofalo, G., Spampinato, C.,
Bayesian Networks for Edge Preserving Salt and Pepper Image Denoising,
IPTA08(1-5).
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Ferdi, Y.[Youcef], Taleb-Ahmed, A.[Abdelmalik],
A Procedure for Efficient Generation of 1/fBeta Noise Sequences,
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Yildirim, M.T.[M. Tülin], Yüksel, M.E.[M. Emin],
A Type-2 Fuzzy Logic Filter for Detail-Preserving Restoration of Digital Images Corrupted by Impulse Noise,
ACIVS07(485-496).
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Luo, W.B.[Wen-Bin], Dang, D.[Dung],
An Efficient Method for the Removal of Impulse Noise,
ICIP06(2601-2604).
IEEE DOI Link 0610
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Roy, S., Sengupta, S.,
An Improved Video Encoderwith In-the-Loop De-Noising Filter for Impulse Noise Reduction,
ICIP06(2605-2608).
IEEE DOI Link 0610
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Wang, Y.H.[Yun-Hua], DeBrunner, L.S., Havlicek, J.P., Zhou, D.Y.[Da-Yong],
Signal Exclusive Adaptive Average Filter for Impulse Noise Suppression,
Southwest06(51-55).
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Phu, M.Q.[Mieng Quoc], Tischer, P.E.[Peter Eric], Wu, H.R.[Hon Ren],
Adaptive Region Growing Impulse Noise Estimator for Color Images,
ICPR06(III: 786-789).
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Li, G.[Gang], Song, B.[Binheng],
Image Salt-Pepper Noise Elimination by Detecting Edges and Isolated Noise Points,
ICIAR04(I: 171-178).
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Alajlan, N.[Naif], Jernigan, E.[Ed],
An Effective Detail Preserving Filter for Impulse Noise Removal,
ICIAR04(I: 139-146).
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Abdel-Dayem, A.R.[Amr R.], Hamou, A.K.[Ali K.], El-Sakka, M.R.[Mahmoud R.],
Novel Adaptive Filtering for Salt-and-Pepper Noise Removal from Binary Document Images,
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Lu, X., Kirlin, R.L., Wang, J.,
Temporal Impulsive Noise Excision in the Range-Doppler Map of HF Radar,
ICIP03(II: 835-838).
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Abu-Naser, A., Calatsanos, N.P., Wernick, M.N.,
Ml and bayesian impulse restoration based object recognition in photon limited noise,
ICIP02(II: 837-840).
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Rital, S.[Soufiane], Bretto, A.[Alain], Aboutajdine, D.[Driss], Cherifi, H.[Hocine],
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CAIP01(555 ff.).
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See also Hypergraph Imaging: An Overview. BibRef

Zhang, D., Shi, Z., Wang, H., Kouri, D.,
Nonlinear Filtering Impulse Noise Removal from Corrupted Images,
ICIP00(Vol III: 285-287).
IEEE DOI Link 0008
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Cheikh, F.A.[Faouzi Alaya], Hamila, R.[Ridha], Gabbouj, M.[Moncef], Astola, J.T.[Jaakko T.],
Impulse noise removal in highly corrupted color images,
ICIP96(I: 997-1000).
IEEE DOI Link BibRef 9600

Haindl, M.[Michal], Šimberová, S.[Stanislava],
Restoration of Multitemporal Short-Exposure Astronomical Images,
SCIA05(1037-1046).
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Haindl, M.[Michal], Šimberová, S.[Stanislava],
A multi-model image line reconstruction,
CAIP95(735-740).
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Earlier:
An adaptive image line reconstruction method,
ICPR94(C:153-155).
IEEE DOI Link 9410
Restore missing lines in multispectral images. BibRef

Sucher, R.,
A recursive nonlinear filter for removal of impulse noise,
ICIP95(I: 183-186).
IEEE DOI Link 9510
BibRef
Earlier:
Removal of impulse noise by selective filtering,
ICIP94(II: 502-506).
IEEE DOI Link 9411
BibRef

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Poisson Noise Removal .