Signal and Image Processing

In this chapter, we will summarize some technologies about image processing related to biometrics. Digital image processing will be simply introduced in Section 3.1. Section 3.2 discusses some kinds of image transformation. Section 3.3 contains the concept and methods of image enhancement. Image restoration and data compression are introduced in Section 3.4 and Section 3.5, respectively.

[1]  D. Huffman.  A Method for the Construction of Minimum-Redundancy Codes , 1952 .

[2]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[3]  M. Kendall.  Probability and Statistical Inference , 1956, Nature.

[4]  E. Jaynes.  Information Theory and Statistical Mechanics , 1957 .

[5]  H. Andrews,et al.  Hadamard transform image coding , 1969 .

[6]  John W. Sammon,et al.  Interactive Pattern Analysis and Classification , 1970, IEEE Transactions on Computers.

[7]  J. Besag.  Nearest‐Neighbour Systems and the Auto‐Logistic Model for Binary Data , 1972 .

[8]  C. J. Preston,et al.  Generalized Gibbs states and Markov random fields , 1973, Advances in Applied Probability.

[9]  C. Preston.  Gibbs States on Countable Sets , 1974 .

[10]  Harry C. Andrews.  Digital image restoration: A survey , 1974, Computer.

[11]  J. Besag.  Spatial Interaction and the Statistical Analysis of Lattice Systems , 1974 .

[12]  N. Ahmed,et al.  Discrete Cosine Transform , 1996 .

[13]  Fred P. Brooks,et al.  The Mythical Man-Month , 1975, Reliable Software.

[14]  S. Winograd.  On computing the Discrete Fourier Transform. , 1976, Proceedings of the National Academy of Sciences of the United States of America.

[15]  Abraham Lempel,et al.  A universal algorithm for sequential data compression , 1977, IEEE Trans. Inf. Theory.

[16]  Hsieh Hou,et al.  Cubic splines for image interpolation and digital filtering , 1978 .

[17]  E. O. Brigham,et al.  The Fast Fourier Transform , 1967, IEEE Transactions on Systems, Man, and Cybernetics.

[18]  Ernest L. Hall,et al.  Computer Image Processing and Recognition , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[19]  T. Pavlidis.  Algorithms for Graphics and Image Processing , 1981, Springer Berlin Heidelberg.

[20]  Terry A. Welch,et al.  A Technique for High-Performance Data Compression , 1984, Computer.

[21]  R. Gray,et al.  Vector quantization , 1984, IEEE ASSP Magazine.

[22]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[23]  Truong Q. Nguyen,et al.  Eigenfilters: A new approach to least-squares FIR filter design and applications including Nyquist filters , 1987 .

[24]  Bernd Girod,et al.  The Efficiency of Motion-Compensating Prediction for Hybrid Coding of Video Sequences , 1987, IEEE J. Sel. Areas Commun..

[25]  Ian H. Witten,et al.  Arithmetic coding for data compression , 1987, CACM.

[26]  Stuart German,et al.  Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images , 1988 .

[27]  Qin-Zhong Ye,et al.  Rotation-invariant operators applied to enhancement of fingerprints , 1988, [1988 Proceedings] 9th International Conference on Pattern Recognition.

[28]  Yrjö Neuvo,et al.  Fractional frame rate up-conversion using weighted median filters , 1989 .

[29]  M. A. Sid-Ahmed,et al.  Processing of digital images using phase contrast filters realized as 2-D IIR filters☆ , 1989 .

[30]  Lawrence O'Gorman,et al.  An approach to fingerprint filter design , 1989, Pattern Recognit..

[31]  R. Tolimieri,et al.  Algorithms for Discrete Fourier Transform and Convolution , 1989 .

[32]  C. Hsieh,et al.  Motion estimation algorithm using interblock correlation , 1990 .

[33]  Stan Z. Li,et al.  Reconstruction without discontinuities , 1990, [1990] Proceedings Third International Conference on Computer Vision.

[34]  M. A. Sid-Ahmed,et al.  Edge enhancement in digital images using phase contrast filtering , 1990, Canadian Journal of Electrical and Computer Engineering.

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

[36]  Stéphane Mallat,et al.  Singularity detection and processing with wavelets , 1992, IEEE Trans. Inf. Theory.

[37]  James A. Storer,et al.  Data Compression , 1992, Inf. Process. Manag..

[38]  Anil K. Jain,et al.  Parameter estimation in MRF line process models , 1992, Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[39]  Seong-Won Lee,et al.  Image interpolation using adaptive fast B-spline filtering , 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[40]  D.C.D. Hung,et al.  Enhancement and feature purification of fingerprint images , 1993, Pattern Recognit..

[41]  Gerard de Haan,et al.  True-motion estimation with 3-D recursive search block matching , 1993, IEEE Trans. Circuits Syst. Video Technol..

[42]  Louis Coetzee,et al.  Fingerprint recognition in low quality images , 1993, Pattern Recognit..

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

[44]  Rob A. Beuker,et al.  Analysis of interlaced video signals and its applications , 1994, IEEE Trans. Image Process..

[45]  Relaxation labeling of Markov random fields , 1994, Proceedings of 12th International Conference on Pattern Recognition.

[46]  Dennis M. Healy,et al.  Wavelet transform domain filters: a spatially selective noise filtration technique , 1994, IEEE Trans. Image Process..

[47]  Rosalind W. Picard,et al.  Restoration and enhancement of fingerprint images using M-lattice-a novel nonlinear dynamical system , 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

[48]  B. Sherlock,et al.  Fingerprint enhancement by directional Fourier filtering , 1994 .

[49]  Gerard de Haan,et al.  Sub-pixel motion estimation with 3-D recursive search block-matching , 1994, Signal Process. Image Commun..

[50]  Jens-Rainer Ohm,et al.  Three-dimensional subband coding with motion compensation , 1994, IEEE Trans. Image Process..

[51]  Dimitris Anastassiou,et al.  Subpixel edge localization and the interpolation of still images , 1995, IEEE Trans. Image Process..

[52]  Stan Z. Li,et al.  On Discontinuity-Adaptive Smoothness Priors in Computer Vision , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[53]  Maher A. Sid-Ahmed,et al.  Image processing, theory, algorithms and architectures , 1995 .

[54]  Mary Shaw,et al.  Software architecture - perspectives on an emerging discipline , 1996 .

[55]  Moncef Gabbouj,et al.  Weighted median filters: a tutorial , 1996 .

[56]  Chung J. Kuo,et al.  Adaptive interpolation technique for scanning rate conversion , 1996, IEEE Trans. Circuits Syst. Video Technol..

[57]  Ping Wah Wong,et al.  Edge-directed interpolation , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[58]  David Flanagan,et al.  Java in a Nutshell , 1996 .

[59]  David Hargreaves,et al.  Bayesian motion estimation and interpolation in interlaced video sequences , 1997, IEEE Trans. Image Process..

[60]  Stephan Hartwig.  On the performance bounds of motion-compensated deinterlacing , 1997, Signal Process. Image Commun..

[61]  Dirk Roose,et al.  Wavelet-based image denoising using a Markov random field a priori model , 1997, IEEE Trans. Image Process..

[62]  Song-Chun Zhu,et al.  Minimax Entropy Principle and Its Application to Texture Modeling , 1997, Neural Computation.

[63]  Cay S. Horstmann.  Practical Object-Oriented Development in C++ and Java , 1997 .

[64]  Scott E. Umbaugh,et al.  Computer Vision and Image Processing: A Practical Approach Using CVIPTools , 1997 .

[65]  I. Daubechies,et al.  Factoring wavelet transforms into lifting steps , 1998 .

[66]  Steven W. Zucker,et al.  Local Scale Control for Edge Detection and Blur Estimation , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[67]  Dilip Krishnan,et al.  An edge-preserving MRF model for the detection of missing data in image sequences , 1998, IEEE Signal Processing Letters.

[68]  John W. Woods,et al.  Motion-compensated 3-D subband coding of video , 1999, IEEE Trans. Image Process..

[69]  István Manno,et al.  Introduction to the Monte-Carlo Method , 1999 .

[70]  U. Horn,et al.  Interactive mobile streaming services – the convergence of broadcast and mobile communication , 1999 .

[71]  Adhemar Bultheel,et al.  Empirical Bayes Approach to Improve Wavelet Thresholding for Image Noise Reduction , 2001 .

[72]  Sheila S. Hemami,et al.  Regularity-preserving image interpolation , 1999, IEEE Trans. Image Process..

[73]  Gerard de Haan,et al.  IC for motion compensated de-interlacing, noise reduction, and picture rate conversion , 1999, 1999 Digest of Technical Papers. International Conference on Consumer Electronics (Cat. No.99CH36277).

[74]  Hong Yan,et al.  A fuzzy-Bayesian approach to image expansion , 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

[75]  de G Gerard Haan,et al.  Video processing for multimedia systems , 2000 .

[76]  Erwin B. Bellers,et al.  De-Interlacing: A Key Technology for Scan Rate Conversion , 2000 .

[77]  M. G. Liu,et al.  A fast block-matching motion estimation algorithm based on spatial-temporal motion vector correlation , 2001, Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing. ISIMP 2001 (IEEE Cat. No.01EX489).

[78]  M. Orchard,et al.  New edge-directed interpolation , 2001, IEEE Trans. Image Process..

[79]  Rabab Kreidieh Ward,et al.  A new edge-directed image expansion scheme , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[80]  Stan Z. Li,et al.  Markov Random Field Modeling in Image Analysis , 2001, Computer Science Workbench.

[81]  Tapio Saramäki,et al.  Edge-preserving image resizing using modified B-splines , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[82]  Hoon Yoo,et al.  Direction-oriented interpolation and its application to de-interlacing , 2002, IEEE Trans. Consumer Electron..

[83]  Guy P. Nason.  Choice of wavelet smoothness, primary resolution and threshold in wavelet shrinkage , 2002, Stat. Comput..

[84]  Fawwaz T. Ulaby,et al.  SAR speckle reduction using wavelet denoising and Markov random field modeling , 2002, IEEE Trans. Geosci. Remote. Sens..

[85]  Aleksandra Pizurica,et al.  A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising , 2002, IEEE Trans. Image Process..

[86]  Neal Madras.  Lectures on Monte Carlo Methods , 2002 .

[87]  G. Haan,et al.  De-interlacing | an overview , 2022 .