Review of industrial applications of wavelet and multiresolution-based signal and image processing

Twenty five years after the seminal work of Jean Morlet, the wavelet transform, multiresolution analysis, and other space-frequency or space-scale approaches are considered standard tools by researchers in image processing. Many applications that point out the interest of these techniques have been proposed. We review the recent published work dealing with industrial applications of the wavelet and, more generally speaking, multiresolution analysis. We present more than 190 recent papers.

[1]  C.S. Lee,et al.  Feature extraction algorithm based on adaptive wavelet packet for surface defect classification , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[2]  Jacques Lewalle,et al.  Analysis of web defects by correlating 1-D Morlet and 2-D Mexican hat wavelet transforms , 2005, SPIE Optics East.

[3]  Qinghua Zhang,et al.  Wavelet networks , 1992, IEEE Trans. Neural Networks.

[4]  Stefan Winkler,et al.  Wavelet-based contrast computation and application to digital image watermarking , 2000, SPIE Optics + Photonics.

[5]  Christopher C. Yang,et al.  Image browsing for infomediaries , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[6]  Bradley Ian Grinstead.  Content-based compression of mammograms , 2001 .

[7]  A. Abbate,et al.  Signal detection and noise suppression using a wavelet transform signal processor: application to ultrasonic flaw detection , 1997, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

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[11]  Shoshi Kikuchi,et al.  Wavelet profiles: their application in Oryza sativa DNA sequence analysis , 2002, Proceedings. IEEE Computer Society Bioinformatics Conference.

[12]  Matthew J. Barth,et al.  Vehicle trajectory-based road type and congestion recognition using wavelet analysis , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[13]  Jean-Luc Starck,et al.  Filtering and deconvolution by the wavelet transform , 1994, Signal Process..

[14]  Otilia Kocsis,et al.  Evaluating wavelet compression in microcalcification detection in mammography , 2002, 2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628).

[15]  D. Kell,et al.  An introduction to wavelet transforms for chemometricians: A time-frequency approach , 1997 .

[16]  Sg Nikolov,et al.  Improvement of SIMS image classification by means of wavelet de-noising , 1997 .

[17]  James M. W. Brownjohn,et al.  DETECTION OF ANOMALOUS STRUCTURAL BEHAVIOUR USING WAVELET ANALYSIS , 2002 .

[18]  Todd R. Ogden,et al.  Wavelet Methods for Time Series Analysis , 2002 .

[19]  Harsh Potlapalli,et al.  Texture characterization and defect detection using adaptive wavelets , 1996 .

[20]  Hisakazu Kikuchi,et al.  Fast Wavelet Transform and Its Application to Detecting Detonation , 1992 .

[21]  Pierre Vandergheynst,et al.  Directional Wavelets Revisited: Cauchy Wavelets and Symmetry Detection in Patterns , 1999 .

[22]  Francoise J. Preteux,et al.  Video watermarking based on spread spectrum and wavelet decomposition , 2004, SPIE Optics East.

[23]  Richard G. Baraniuk,et al.  Connection-level analysis and modeling of network traffic , 2001, IMW '01.

[24]  Thierry Blu,et al.  Wavelet theory demystified , 2003, IEEE Trans. Signal Process..

[25]  A. Ertuzun,et al.  Defect detection in textile fabric images using wavelet transforms and independent component analysis , 2006, Pattern Recognition and Image Analysis.

[26]  Theofanis Sapatinas,et al.  Wavelet packet transfer function modelling of nonstationary time series , 2002, Stat. Comput..

[27]  A. Perks,et al.  Transient protection of transmission line using wavelet transform , 2001 .

[28]  Dirk Stroobandt,et al.  Implementing a hardware-friendly wavelet entropy codec for scalable video , 2005, SPIE Optics East.

[29]  Frederic Truchetet,et al.  Wavelets in industrial applications: a review , 2004, SPIE Optics East.

[30]  Ya Wu,et al.  A New Method for Real-Time Tool Condition Monitoring in Transfer Machining Stations , 2001 .

[31]  Jo Yew Tham,et al.  Highly scalable wavelet-based video codec for very low bit-rate environment , 1998, IEEE J. Sel. Areas Commun..

[32]  Wilfried Philips,et al.  Passive error concealment for wavelet coded images adapted to a directional image correlation , 2005, SPIE Optics East.

[33]  Lahouari Ghouti,et al.  Digital image watermarking using balanced multiwavelets , 2006, IEEE Transactions on Signal Processing.

[34]  Fred J. Taylor,et al.  Application of wavelet and Wigner analysis to gas turbine vibration signal processing , 1998, Defense, Security, and Sensing.

[35]  Christopher M. Brislawn,et al.  FBI wavelet/scalar quantization standard for gray-scale fingerprint image compression , 1993, Defense, Security, and Sensing.

[36]  James Ze Wang,et al.  System for Screening Objectionable Images Using Daubechies' Wavelets and Color Histograms , 1997, IDMS.

[37]  Stephen W. Kercel,et al.  Characterization of gas pipeline flaws using wavelet analysis , 2003, International Conference on Quality Control by Artificial Vision.

[38]  Guoqiu Wang.  Four-bank compactly supported bisymmetric orthonormal wavelets bases , 2004 .

[39]  Suzanne Lesecq,et al.  Model-based and wavelet approaches to induction motor on-line fault detection , 2002 .

[40]  Fulei Chu,et al.  Application of the wavelet transform in machine condition monitoring and fault diagnostics: a review with bibliography , 2004 .

[41]  Richard Baraniuk,et al.  The Multiscale Nature of Network Traffic: Discovery, Analysis, and Modelling , 2003 .

[42]  S. Islam,et al.  Multiscaling properties of soil moisture images and decomposition of large- and small-scale features using wavelet transforms , 1998 .

[43]  Sethuraman Panchanathan,et al.  Image indexing using wavelet vector quantization , 1995, Other Conferences.

[44]  Pragasen Pillay,et al.  Wavelet modeling of motor drives applied to the calculation of motor terminal overvoltages , 2004, IEEE Transactions on Industrial Electronics.

[45]  Soundarr T. Kumara,et al.  Flank Wear Estimation in Turning Through Wavelet Representation of Acoustic Emission Signals , 2000 .

[46]  David L. Donoho,et al.  Digital curvelet transform: strategy, implementation, and experiments , 2000, SPIE Defense + Commercial Sensing.

[47]  J. Ramirez-Niño,et al.  Analysis of partial electrical discharges in insulating materials through the wavelet transform , 1998 .

[48]  Minh N. Do,et al.  The finite ridgelet transform for image representation , 2003, IEEE Trans. Image Process..

[49]  William Wang.  Wavelets for detecting mechanical faults with high sensitivity , 2001 .

[50]  Gerald Kaiser,et al.  Wavelet Electrodynamics I , 2001, math-ph/0108009.

[51]  S. Mallat.  VI – Wavelet zoom , 1999 .

[52]  Chaitanya Raju,et al.  A general approach to defect detection in textured materials using a wavelet domain model and level sets , 2005, SPIE Optics East.

[53]  Yong-June Shin,et al.  A wavelet-based approach to detect shared congestion , 2004, TNET.

[54]  Paul H. Lewis,et al.  Integrated Image Content and Metadata Search and Retrieval across Multiple Databases , 2003, CIVR.

[55]  Rang-Seng Chang,et al.  New image fusion method applied in two-wavelength detection of biochip spots , 2001, International Symposium on Multispectral Image Processing and Pattern Recognition.

[56]  Patrice Abry,et al.  Revisiting scaling, multifractal, and multiplicative cascades with the wavelet leader lens , 2004, SPIE Optics East.

[57]  Hugues Hoppe,et al.  Progressive meshes , 1996, SIGGRAPH.

[58]  Sg Nikolov,et al.  DE-NOISING OF SIMS IMAGES VIA WAVELET SHRINKAGE , 1996 .

[59]  Hiroshi Okamoto,et al.  Plant classification for weed detection using hyperspectral imaging with wavelet analysis , 2007 .

[60]  Avideh Zakhor,et al.  A common framework for rate and distortion based scaling of highly scalable compressed video , 1996, IEEE Trans. Circuits Syst. Video Technol..

[61]  Wim Sweldens,et al.  The lifting scheme: a construction of second generation wavelets , 1998 .

[62]  Katharine J. Jones.  Wavelet image processing: assessment of spatial and spectral resolution of Landsat images , 2000, SPIE Defense + Commercial Sensing.

[63]  Yoshihisa Ishida,et al.  Wavelet transform domain blind deconvolution , 1998, Signal Process..

[64]  Alan R. Lindsey,et al.  Digital transceiver implementation for wavelet packet modulation , 1998, Defense, Security, and Sensing.

[65]  Andreas Engelsberg,et al.  Comparison of a discrete wavelet transformation and a nonuniform polyphase filterbank applied to spectral-subtraction speech enhancement , 1998, Signal Process..

[66]  Diego Andina,et al.  Wavelet neural network for detection of signals in communications , 1998, Defense, Security, and Sensing.

[67]  Basil G. Mertzios,et al.  Support Vector Machines for Improved Defect Detection in Manufacturing Using Novel Multidimensional Wavelet Feature Extraction Involving Vector Quantization and PCA Techniques , 2001 .

[68]  Frédéric Truchetet,et al.  Development of a multispectral imagery device devoted to weed detection , 2004, J. Electronic Imaging.

[69]  Robert West,et al.  Opportunities for Data Fusion in Multi-Modality Tomography , 1999 .

[70]  Jerome M. Shapiro,et al.  Embedded image coding using zerotrees of wavelet coefficients , 1993, IEEE Trans. Signal Process..

[71]  Jacques Lewalle,et al.  Demonstration of Wavelet Techniques in the Spectral Analysis of Bypass Transition Data , 1997 .

[72]  W.G. Zanardelli,et al.  Identification of Intermittent Electrical and Mechanical Faults in Permanent-Magnet AC Drives Based on Time–Frequency Analysis , 2007, IEEE Transactions on Industry Applications.

[73]  Soundar R. T. Kumara,et al.  The neighborhood method and its coupling with the wavelet method for signal separation of chaotic signals , 2002, Signal Process..

[74]  Ahmad Zandi,et al.  CREW: Compression with Reversible Embedded Wavelets , 1995, Proceedings DCC '95 Data Compression Conference.

[75]  Howard P. Hodson,et al.  Boundary Layer Development in Axial Compressors and Turbines: Part 3 of 4 — LP Turbines , 1995 .

[76]  Jin Li,et al.  An embedded still image coder with rate-distortion optimization , 1999, IEEE Trans. Image Process..

[77]  Ivan W. Selesnick,et al.  A Higher Density Discrete Wavelet Transform , 2006, IEEE Transactions on Signal Processing.

[78]  Iraj Saniee,et al.  Performance impacts of multi-scaling in wide area TCP/IP traffic , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[79]  P. Pillay,et al.  Wavelet Analysis of Power Systems Transients Using Scalograms and Multiresolution Analysis , 1999 .

[80]  W.W.L. Keerthipala,et al.  A new technique using wavelet analysis for fault location , 1997 .

[81]  Rong-Seng Chang,et al.  Analysis of Seidel aberration by use of the discrete wavelet transform. , 2002, Applied optics.

[82]  Fabrice Meriaudeau,et al.  Gabor filters and SVM classifier for pattern wafer segmentation , 2004, SPIE Optics East.

[83]  Grantham K. H. Pang,et al.  Discriminative fabric defect detection using adaptive wavelets , 2002 .

[84]  M. Riera-Guasp,et al.  Validation of a new method for the diagnosis of rotor bar failures via wavelet transform in industrial induction machines , 2006, IEEE Transactions on Industry Applications.

[85]  Jocelyn Chanussot,et al.  Use of time-scale representations for the analysis of seismic signals , 2004, SPIE Optics East.

[86]  George Stephanopoulos,et al.  Multi-scale aspects in model-predictive control , 2000 .

[87]  Andrzej Drygajlo,et al.  Combined Wiener and coherence filtering in wavelet domain for microphone array speech enhancement , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[88]  Frédéric Truchetet,et al.  Rational multiresolution analysis and fast wavelet transform: application to wavelet shrinkage denoising , 2004, Signal Process..

[89]  David Salesin,et al.  Fast multiresolution image querying , 1995, SIGGRAPH.

[90]  Aili Mari Tripp,et al.  International , 2010, PS: Political Science & Politics.

[91]  Michel Barlaud,et al.  Image coding using wavelet transform , 1992, IEEE Trans. Image Process..

[92]  Thierry Blu,et al.  Mathematical properties of the JPEG2000 wavelet filters , 2003, IEEE Trans. Image Process..

[93]  N. Taniguchi,et al.  Wavelet Multi-Resolution Analysis of Dual-plane Stereoscopic PIV Measurement Results in a Lobed Jet , 2001 .

[94]  D. Birtwhistle,et al.  Condition Assessment of Power Transformer on-Load Tap-Changers Using Wavelet Analysis , 2001, IEEE Power Engineering Review.

[95]  S. Santoso,et al.  Power quality assessment via wavelet transform analysis , 1996 .

[96]  Rong-Seng Chang,et al.  Analysis of CCD moiré pattern for micro-range measurements using the wavelet transform , 2003 .

[97]  Fionn Murtagh,et al.  Spatial representation of economic and financial measures used in agriculture via wavelet analysis , 1999, Int. J. Geogr. Inf. Sci..

[98]  Edward H. Adelson,et al.  The Design and Use of Steerable Filters , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[99]  P. Laguna,et al.  Signal Processing , 2002, Yearbook of Medical Informatics.

[100]  Jing-Huai Gao,et al.  Application of acoustic wavelet transform to seismic data processing , 1998 .

[101]  R.S.H. Istepanian,et al.  Microarray image enhancement by denoising using stationary wavelet transform , 2003, IEEE Transactions on NanoBioscience.

[102]  James S. Goddard,et al.  Vision system for on-loom fabric inspection , 1999 .

[103]  David S. Taubman,et al.  High performance scalable image compression with EBCOT , 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

[104]  Peter Schröder,et al.  Multiresolution signal processing for meshes , 1999, SIGGRAPH.

[105]  Thierry Denoeux,et al.  Monitoring of sludge dewatering equipment by image classification , 2004, SPIE Optics East.

[106]  Rang-Seng Chang,et al.  Analysis of primary aberration with the two-dimension discrete wavelet transform , 2000, SPIE Defense + Commercial Sensing.

[107]  Soundar Kumara,et al.  Machinery Fault Diagnosis and Prognosis: Application of Advanced Signal Processing Techniques , 1999 .

[108]  Rang-Seng Chang,et al.  Analysis of third order spherical aberration with the continuous wavelet transform , 2000, SPIE Defense + Commercial Sensing.

[109]  Mihaela van der Schaar,et al.  Operational rate-distortion modeling for wavelet video coders , 2006, IEEE Transactions on Signal Processing.

[110]  Yu-Wei Chang,et al.  Memory Efficient JPEG 2000 Architecture With Stripe Pipeline Scheduling , 2006, IEEE Transactions on Signal Processing.

[111]  J. S. Mayer,et al.  Wavelets and electromagnetic power system transients , 1996 .

[112]  A. Bovik,et al.  A universal image quality index , 2002, IEEE Signal Processing Letters.

[113]  R. Waag,et al.  Propagation and backpropagation for ultrasonic wavefront design , 1997, IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control.

[114]  Brandon Whitcher,et al.  A wavelet solution to the spurious regression of fractionally differenced processes , 2003 .

[115]  Douglas E. Adams,et al.  Rolling Tire Diagnostic Experiments for Identifying Incipient Bead Damage Using Time, Frequency, and Phase Plane Analysis , 2006 .

[116]  Huawei Yan,et al.  Fibre suspension flocculation under simulated forming conditions , 2004 .

[117]  Leonardo Maria Reyneri,et al.  Neuro-wavelet parametric characterization of hardness profiles , 1999, ESANN.

[118]  Yap-Peng Tan,et al.  Error Inhomogeneity in Wavelet-Based Compression , 2007, IEEE Transactions on Signal Processing.

[119]  Valentina Colla,et al.  Neuro-wavelet parametric modeling , 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

[120]  Ronald L. Westra,et al.  Printing quality control using template independent neurofuzzy defect classification , 1999 .

[121]  Peter Schelkens,et al.  Wavelet-based scalable L-infinity-oriented coding of MPEG-4 MESHGRID surface models , 2005, SPIE Optics East.

[122]  Weiguo Gong,et al.  Monitoring of Tool Wear States in Turning Based on Wavelet Analysis , 1997 .

[123]  E. Rying,et al.  A Novel Focused Local Learning Wavelet Network with Application to In Situ Monitoring During Selective Silicon Epitaxy , 2001 .

[124]  Arun Krishnan,et al.  Rapid detection of conserved regions in protein sequences using wavelets , 2004, Silico Biol..

[125]  Siwei Lyu,et al.  Higher-order Wavelet Statistics and their Application to Digital Forensics , 2003, 2003 Conference on Computer Vision and Pattern Recognition Workshop.

[126]  A. Chukwujekwu Okafor,et al.  Structural Damage Detection in Beams by Wavelet Transforms , 2000 .

[127]  Michael Unser,et al.  Texture classification and segmentation using wavelet frames , 1995, IEEE Trans. Image Process..

[128]  Ivan W. Selesnick,et al.  Design of orthonormal and overcomplete wavelet transforms based on rational sampling factors , 2007, SPIE Optics East.

[129]  Wolfgang Marquardt,et al.  An Adaptive Multigrid Method for Steady-State Simulation of Petroleum Mixture Separation Processes , 2003 .

[130]  A. Arneodo,et al.  Wavelet analysis of fractals: from the mathematical concepts to experimental reality , 1996 .

[131]  Lin Ch,et al.  Analysis of wave-aberration by use of the wavelet transform , 2002 .

[132]  C.-C. Jay Kuo,et al.  Rate control for an embedded wavelet video coder , 1997, IEEE Trans. Circuits Syst. Video Technol..

[133]  S. Grondel,et al.  Damage assessment in composites by Lamb waves and wavelet coefficients , 2003 .

[134]  Michael W. Marcellin,et al.  JPEG2000 - image compression fundamentals, standards and practice , 2002, The Kluwer International Series in Engineering and Computer Science.

[135]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[136]  A. Y. Chikhani,et al.  Power quality detection and classification using wavelet-multiresolution signal decomposition , 1999 .

[137]  Xingyao Yin,et al.  Application of Wavelet Transform in 3D Seismic Sequence Analysis , 1998 .

[138]  Zhiqiang Gao,et al.  A NOVEL CONTROLLER BASED ON MULTI-RESOLUTION DECOMPOSITION USING WAVELET TRANSFORMS , 2003 .

[139]  Richard G. Baraniuk,et al.  Multiscale nature of network traffic , 2002, IEEE Signal Process. Mag..

[140]  Akira Kawamura,et al.  APPLICATION OF THE SECOND GENERATION WAVELET TRANSFORM FOR PAVEMENT PREVENTIVE MAINTENANCE , 2005 .

[141]  Keun-Sung Bae,et al.  Speech enhancement with reduction of noise components in the wavelet domain , 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[142]  Zhiqiang Gao,et al.  A wavelet-based multiresolution PID controller , 2005, IEEE Transactions on Industry Applications.

[143]  Ronald A. DeVore,et al.  Image compression through wavelet transform coding , 1992, IEEE Trans. Inf. Theory.

[144]  Y. S. Tarng,et al.  Application of the Discrete Wavelet Transform to the Monitoring of Tool Failure in End Milling Using the Spindle Motor Current , .

[145]  T. G. Habetler,et al.  Sensorless speed measurement of AC machines using analytic wavelet transform , 2002 .

[146]  J. Morlet,et al.  Wave propagation and sampling theory—Part I: Complex signal and scattering in multilayered media , 1982 .

[147]  John F. Reid,et al.  DEVELOPMENT OF A PRECISION SPRAYER FOR SITE-SPECIFIC WEED MANAGEMENT , 1999 .

[148]  A. M. Masih,et al.  Systematic Risk and Time Scales: New Evidence from an Application of Wavelet Approach to the Emerging Gulf Stock Markets , 2010 .

[149]  Katharine J. Jones.  3D wavelet image processing for spatial and spectral resolution of Landsat images , 1998, Defense, Security, and Sensing.

[150]  P. D. McFadden,et al.  APPLICATION OF WAVELETS TO GEARBOX VIBRATION SIGNALS FOR FAULT DETECTION , 1996 .

[151]  Jelena Kovacevic,et al.  Wavelets and Subband Coding , 2013, Prentice Hall Signal Processing Series.

[152]  Manuel Bethencourt,et al.  WAVELET TRANSFORM-BASED ANALYSIS FOR ELECTROCHEMICAL NOISE , 1999 .

[153]  Richard G. Baraniuk,et al.  A Multifractal Wavelet Model with Application to Network Traffic , 1999, IEEE Trans. Inf. Theory.

[154]  C. Brislawn.  Fingerprints Go Digital , 1997 .

[155]  David L. Donoho,et al.  De-noising by soft-thresholding , 1995, IEEE Trans. Inf. Theory.

[156]  Frederic Truchetet,et al.  Wavelets transform in artificial vision inspection of threading , 1993, Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics.

[157]  K. Mori,et al.  Prediction of small drill bit breakage by wavelet transforms and linear discriminant functions , 1999 .

[158]  Howard P. Hodson,et al.  Boundary Layer Development in Axial Compressors and Turbines: Part 2 of 4 — Compressors , 1995 .

[159]  E. Foufoula‐Georgiou,et al.  Wavelet analysis for geophysical applications , 1997 .

[160]  Hojjat Adeli,et al.  Wavelets in Intelligent Transportation Systems , 2005 .

[161]  David Chan Tat Wai,et al.  A novel technique for high impedance fault identification , 1998 .

[162]  Frederic Truchetet,et al.  High-quality still color image compression , 2000 .

[163]  David Taubman,et al.  Target Market , 2019, Business Development.

[164]  Philippe Carré,et al.  Ridgelet decomposition: discrete implementation and color denoising , 2005, SPIE Optics East.

[165]  Shaun S. Gleason,et al.  Content-based compression of mammograms with fractal-based segmentation and a modified JPEG2000 , 2004 .

[166]  Chen Xiangxun.  Wavelet-based detection, localization, quantification and classification of short duration power quality disturbances , 2002, 2002 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.02CH37309).

[167]  Sethuraman Panchanathan,et al.  Illumination invariant image indexing using moments and wavelets , 1998, J. Electronic Imaging.

[168]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..