5.4.4 Transform Coding -- General

Pratt, W.K., Kane, J., Andrews, H.C.,
Hadamard Transform Image Coding,
PIEEE(57), No. 1, January 1969, pp. 58-68. BibRef 6901

Pearl, J., Andrews, H.C., Pratt, W.K.,
Performance Measures for Transform Data Coding,
Commun(20), June 1972, pp. 411-415. BibRef 7206

Wintz, P.A.,
Transform Picture Coding,
PIEEE(60), No. 7, July 1972, pp. 809-820. See also Image Coding by Linear Transformations and Block Quantization. BibRef 7207

Lux, P.[Peter], Petzold, J.[Jorgen],
Method and apparatus for adaptive transform coding of picture signals,
US_Patent4,225,885, 09/30/1980.
HTML Version. BibRef 8009

Sivaraman, K., Rajappan, K.P.,
Data Compression Through a Rectangular Transform,
SP(5), 1983, pp. 377-383. BibRef 8300

Sivaraman, K., Rajappan, K.P.,
A Study of Rectangular Transforms for Data Compression,
ASSP(32), 1984, pp. 934-938. BibRef 8400

Kumar, N., Mukherjee, A.K., Chakraborti, N.B.,
On Using Symmetry Properties for Selecting Transform Components for Image Coding,
ASSP(31), 1983, pp. 749-752. BibRef 8300

Reininger, R.C., Gibson, J.D.,
Soft Decision Demodulation and Transform Coding of Images,
Commun(31), 1983, pp. 572-577. BibRef 8300

Watson, L.T., Haralick, R.M., Zuinga, O.A.,
Constrained Transform Coding and Surface Fitting,
Commun(31), 1983, pp. 717-726. BibRef 8300

Yarlagadda, R., Hershey, J.,
A Naturalness-Preserving Transform for Image Coding and Reconstruction,
ASSP(33), 1985, pp. 1005-1012. BibRef 8500

Reddy, B.R.K., and Pai, A.L.,
Reed-Muller Transform Image Coding,
CVGIP(42), No. 1, April 1988, pp. 48-61.
WWW Version. BibRef 8804

Resnikoff, H.L.[Howard L.], Pollen, D.[David], Linden, D.C.P.[David C. P.], Lawton, W.M.[Wayne M.],
Image coding apparatus and method utilizing separable transformations,
US_Patent5,148,498, Sep 15, 1992
WWW Version. BibRef 9209

Chen, C.T.[Cheng-Tie],
Adaptive transform coding using variable block size,
US_Patent5,241,395, August 31, 1993.
HTML Version. BibRef 9308

Tretter, D., Bouman, C.A.[Charles A.],
Optimal transforms for multispectral and multilayer image coding,
IP(4), No. 3, March 1995, pp. 296-308.
IEEE DOI Link 0402
BibRef

Dony, R.D., Haykin, S.,
Optimally adaptive transform coding,
IP(4), No. 10, October 1995, pp. 1358-1370.
IEEE DOI Link 0402
BibRef

Isernia, T., Pascazio, V., Pierri, R., Schirinzi, G.,
Image-Reconstruction from Fourier-Transform Magnitude with Applications to Synthetic-Aperture Radar Imaging,
JOSA-A(13), No. 5, May 1996, pp. 922-934. SAR. 9605
BibRef

Akansu, A.N.,
Multiplierless PR Quadrature Mirror Filters for Subband Image-coding,
IP(5), No. 9, September 1996, pp. 1359-1363.
IEEE DOI Link Transform. BibRef 9609

Ramaswamy, A., Mikhael, W.B.,
A mixed transform approach for efficient compression of medical images,
MedImg(15), No. 3, June 1996, pp. 343-352.
IEEE Top Reference. 0203
BibRef

Guleryuz, O.G., Orchard, M.T.,
Optimized Nonorthogonal Transforms for Image Compression,
IP(6), No. 4, April 1997, pp. 507-522.
IEEE DOI Link 9704
BibRef

Guleryuz, O.G.,
Subspaces of Quantization Artifacts for Image Transform Compression,
ICIP00(Vol III: 865-868).
IEEE Abstract. 0008
BibRef

de Queiroz, R.L.[Ricardo L.], Eschbach, R.[Reiner],
Fast Downscaled Inverses for Images Compressed with M-Channel Lapped Transforms,
IP(6), No. 6, June 1997, pp. 794-807.
IEEE DOI Link 9705
BibRef
And: A2, A1:
Resolution enhancement of compressed image data,
US_Patent6,795,211, Sep 21, 2004
WWW Version. BibRef

Klausutis, T.J., Madisetti, V.K.,
Adaptive Lapped Transform-Based Image-Coding,
SPLetters(4), No. 9, September 1997, pp. 245-247.
IEEE Top Reference. 9709
BibRef

Klausutis, T.J., and Madisetti, V.K.,
Variable Block Size Adaptive Lapped Transform-Based Image Coding,
ICIP97(III: 686-689).
IEEE DOI Link BibRef 9700

Kumar, S., Rathi, Y.N., Jain, R.C.,
An Efficient Lapped Orthogonal Transform Image-Coding Technique,
Consumer(43), No. 4, November 1997, pp. 994-1002. 9801
BibRef

Jung, H.Y., Prost, R., Choi, T.Y.,
A Unified Mathematical Form of the Walsh-Hadamard Transform for Lossless Image Data-Compression,
SP(63), No. 1, November 1997, pp. 35-43. 9801
BibRef

Jung, H.Y.[Ho-Youl], Prost, R.,
Multi-port filtering system for lossless image compression,
ICIP98(III: 861-865).
IEEE DOI Link 9810
BibRef

Wu, S.W., Gersho, A.,
Additive Vector Decoding of Transform Coded Images,
IP(7), No. 6, June 1998, pp. 794-803.
IEEE DOI Link 9806
BibRef

McDonnell, J.D., Shorten, R.N., Fagan, A.D.,
Postprocessing of Transform Coded Images via Histogram Based Edge Classification,
JEI(6), No. 1, January 1997, pp. 114-124. 9807
BibRef

Memon, Q.A., Kasparis, T.,
Transform Coding of Signals Using Approximate Trigonometric Expansions,
JEI(6), No. 4, October 1997, pp. 494-503. 9807
BibRef

de Saint-Martin, F.M.[F. Moreau], Siohan, P., Cohen, A.,
Biorthogonal Filterbanks and Energy Preservation Property in Image Compression,
IP(8), No. 2, February 1999, pp. 168-178.
IEEE DOI Link BibRef 9902

Kuo, C.J., Deller, Jr., J.R., Jain, A.K.,
Pre/post-filter for performance improvement of transform coding,
SP:IC(8), No. 3, April 1996, pp. 229-239.
WWW Version. BibRef 9604

Allen, J.D.[James D.],
An approach to fast transform coding in software,
SP:IC(8), No. 1, January 1996, pp. 3-11.
WWW Version. BibRef 9601

Allen, J.D.[James D.], Blonstein, S.M.[Steve M.],
Apparatus and method for compressing still images without multiplication,
US_Patent5,129,015, July 7, 1992.
HTML Version. BibRef 9207

Blonstein, S.M.[Stephen M.], Allen, J.D.[James D.], Boliek, M.P.[Martin P.],
Apparatus and method for compressing still images,
US_Patent5,319,724, Jun 7, 1994
WWW Version. BibRef 9406

Pan, J.,
Vector-Scalar Classification for Transform Image Coding,
IP(8), No. 9, September 1999, pp. 1175-1182.
IEEE DOI Link BibRef 9909

Diamantaras, K.I.[Konstantinos I.], Strintzis, M.G.[Michael G.],
Optimal Transform Coding in the Presence of Quantization Noise,
IP(8), No. 11, November 1999, pp. 1508-1515.
IEEE DOI Link 9911
BibRef

Helsingius, M.[Mika], Kuosmanen, P.[Pauli], Astola, J.T.[Jaakko T.],
Image compression using multiple transforms,
SP:IC(15), No. 6, March 2000, pp. 513-529.
WWW Version. 0002
BibRef

Ferguson, K.L., Allinson, N.M.,
Psychophysically derived quantisation model for efficient DWT image coding,
VISP(149), No. 1, February 2002, pp. 51-56.
IEEE Top Reference. 0205
BibRef

Bunyaratavej, P., Miller, D.J.,
An Iterative Hillclimbing Algorithm for Discrete Optimization on Images: Application to Joint Encoding of Image Transform Coefficients,
SPLetters(9), No. 2, February 2002, pp. 46-50.
IEEE Top Reference. 0204
BibRef

Aghagolzadeh, S., Ersoy, O.K.,
Optimal adaptive multistage image transform coding,
CirSysVideo(1), No. 4, December 1991, pp. 308-317.
IEEE Top Reference. 0206
BibRef

Pan, F.[Feng],
Adaptive image compression using local pattern information,
PRL(23), No. 14, December 2002, pp. 1837-1845.
Elsevier DOI Link 0208
Adaptive coding of transform in block based compression. BibRef

Tanaka, T.[Toshihisa], Yamashita, Y.[Yukihiko],
An adaptive lapped biorthogonal transform and its application in orientation adaptive image coding,
SP(82), No. 11, November 2002, pp. 1633-1647.
HTML Version. 0210
BibRef
Earlier:
The Orientation Adaptive Lapped Biorthogonal Transform for Efficient Image Coding,
ICIP01(III: 214-217).
IEEE Abstract. 0108
BibRef
Earlier:
The Orientation Adaptive Lapped Orthogonal Transform for Image Coding,
ICIP00(Vol III: 829-832).
IEEE Abstract. 0008
BibRef

Tanaka, T., Hirasawa, Y., Yamashita, Y.,
A novel class of variable-length lapped transform for image coding,
ICIP03(III: 201-204).
IEEE Abstract. 0312
BibRef

Fong, W.C., Chan, S.C., Nallanathan, A., Ho, K.L.,
Integer lapped transforms and their applications to image coding,
IP(11), No. 10, October 2002, pp. 1152-1159.
IEEE DOI Link 0211
BibRef

Dai, Q.H.[Qiong-Hai], Chen, X.J.[Xin-Jian],
New algorithm for modulated complex lapped transform with symmetrical window function,
SPLetters(11), No. 12, December 2004, pp. 925-928.
IEEE Abstract. 0412
BibRef

Amador, J.J.[Jose J.],
Random projection and orthonormality for lossy image compression,
IVC(25), No. 5, 1 May 2007, pp. 754-766.
WWW Version. 0703
Image compression; Random projection; Transform image coding BibRef

Krishnamoorthi, R.,
Transform coding of monochrome images with a statistical design of experiments approach to separate noise,
PRL(28), No. 7, May 2007, pp. 771-777.
WWW Version. 0703
Image coding; Orthogonal transform; Signal processing; Edge; Texture BibRef

Krishnamoorthi, R., Kannan, N.,
A new integer image coding technique based on orthogonal polynomials,
IVC(27), No. 8, 2 July 2009, pp. 999-1006.
Elsevier DOI Link
WWW Version. 0906
Image compression; Transform coding; Orthogonal polynomials; Signal-to-noise ratio BibRef

He, Z.H.[Zhi-Hai],
Peak Transform for Efficient Image Representation and Coding,
IP(16), No. 7, July 2007, pp. 1741-1754.
IEEE DOI Link 0707
BibRef
And:
Peak Transform: A Nonlinear Transform for Efficient Image Representation and Coding,
ICIP07(III: 177-180).
IEEE DOI Link 0709
BibRef

Hou, Z.X.[Zheng-Xin], Wang, C.Y.[Cheng-You], Yang, A.P.[Ai-Ping],
All phase biorthogonal transform and its application in JPEG-like image compression,
SP:IC(24), No. 10, November 2009, pp. 791-802,.
Elsevier DOI Link
WWW Version. 0911
Biorthogonal transform; Image compression; JPEG algorithm; All phase biorthogonal transform (APBT); Dual biorthogonal basis vectors; Walsh transform (WT); Discrete cosine transform (DCT); Inverse discrete cosine transform (IDCT); Peak signal to noise ratio (PSNR) BibRef

Chen, H.M.[Hao-Ming], Zhu, S.Y.[Shu-Yuan], Zeng, B.[Bing],
Design of non-separable transforms for directional 2-D sources,
ICIP11(3697-3700).
IEEE DOI Link 1201
BibRef

Sezer, O.G.[Osman G.], Harmanci, O.[Oztan], Guleryuz, O.G.[Onur G.],
Sparse orthonormal transforms for image compression,
ICIP08(149-152).
IEEE DOI Link 0810
BibRef

Alecu, A.[Alin], Munteanu, A.[Adrian], Pižurica, A.[Aleksandra], Cornelis, J.P.H.[Jan P.H.], Schelkens, P.[Peter],
On Hybrid Directional Transform-Based Intra-band Image Coding,
ACIVS07(1049-1060).
Springer DOI Link 0708
BibRef

Krylov, A.S.[Andrey S.], Sorokin, D.V.[Dmitry V.],
Gauss-Laguerre keypoints descriptors for color images,
VCIP11(1-4).
IEEE DOI Link 1201
BibRef

Sorokin, D.V.[Dmitry V.], Mizotin, M.M.[Maxim M.], Krylov, A.S.[Andrey S.],
Gauss-Laguerre Keypoints Extraction Using Fast Hermite Projection Method,
ICIAR11(I: 284-293).
Springer DOI Link 1106
BibRef

Krylov, A.S.[Andrey S.], Korchagin, D.[Danil],
Fast Hermite Projection Method,
ICIAR06(I: 329-338).
Springer DOI Link 0610
BibRef

Honda, H., Haseyama, M., Kitajima, H., and Matsumoto, S.,
Extension of the Collage Theorem,
ICIP97(II: 306-309).
IEEE DOI Link BibRef 9700

Kim, C.S.[Chan-Sik], Kim, W.J., Kim, S.D.,
A novel selective coding scheme based on layered structure,
ICIP96(III: 355-358).
IEEE DOI Link BibRef 9600

Su, J.K.[Jonathan K.], Mersereau, R.M.,
Coding using Gaussian mixture and generalized Gaussian models,
ICIP96(I: 217-220).
IEEE DOI Link BibRef 9600

Bloom, J.A., Reed, T.R.,
Examining the Effects of Basis Function Truncation in the DFT,
ICIP00(Vol I: 470-473).
IEEE Abstract. 0008
BibRef

Bloom, J.A., Reed, T.R.,
On the compression of still images using the derivative of Gaussian transform,
ICIP98(III: 433-437).
IEEE DOI Link 9810
BibRef

Poussard, A.M., Olivier, C.,
Improved Compression by Coupling of Coding Techniques and Redundant Transform,
ICIP00(Vol III: 857-860).
IEEE Abstract. 0008
BibRef

Jana, S., Moulin, P.,
Optimal Design of Transform Coders and Quantizers for Image Classification,
ICIP00(Vol III: 841-844).
IEEE Abstract. 0008
BibRef

de Natale, F.G.B.[Francesco G.B.],
A Novel Approach to Error Recovery in the Transmission of Transform Coded Pictures,
ICIP99(I:515-518).
IEEE Abstract. BibRef 9900

Tanaka, T.[Toshihisa], Yamashita, Y.[Yukihiko],
Image coding using Vector-Embedded Karhunen-Loeve Transform,
ICIP99(I:482-486).
IEEE Abstract. BibRef 9900

Philips, W., and Denecker, K.,
A New Embedded Lossless/Quasi-Lossless Image Coder Based on the Hadamard Transform,
ICIP97(I: 667-670).
IEEE DOI Link BibRef 9700

Philips, W.,
The lossless DCT for combined lossy/lossless image coding,
ICIP98(III: 871-875).
IEEE DOI Link 9810
BibRef

Yamashita, Y.,
Image Compression By Weighted Karhunen-Loeve Transform,
ICPR96(II: 636-640).
IEEE DOI Link 9608
(Tokyo Institute of Technology, J) BibRef

van Dijk, A.[Antoon], Martens, J.B.,
Feature-Based Image Compression with Steered Hermite Transforms,
ICIP96(I: 205-208).
IEEE DOI Link BibRef 9600

Goyal, V.K., Kovacevic, J., Arean, R., Vetterli, M.,
Multiple description transform coding of images,
ICIP98(I: 674-678).
IEEE DOI Link 9810
BibRef

Goyal, V.K.[Vivek K.], Zhuang, J., Vetterli, M., Chan, C.,
Transform coding using adaptive bases and quantization,
ICIP96(II: 365-368).
IEEE DOI Link BibRef 9600

Moulin, P.[Pierre], Ramchandran, K., Pavlovic, V.,
Transform Image Coding Based on Joint Adaptation of Filter Banks and Tree Structures,
ICIP96(II: 369-372).
IEEE DOI Link BibRef 9600

Donescu, I.[Ioana], Avaro, O., Roux, C.,
A Shape-Adaptive Transform for Object-Based Coding,
ICIP96(III: 347-350).
IEEE DOI Link BibRef 9600

Pan, J.P.[Jian-Ping],
A classification method for adaptive transform image coding,
ICIP95(I: 286-289).
IEEE DOI Link 9510
BibRef

Lynch, W.E., Reibman, A.R., Liu, B.,
Edge compensated transform coding,
ICIP94(I: 105-109).
IEEE DOI Link 9411
BibRef

Goutsias, J., Schonfeld, D.,
Image Coding via Morphological Transformations: A General Theory,
CVPR89(178-183).
IEEE Abstract. BibRef 8900

Mauersberger, W.,
Comparing Orthonormal Matrices for Two-Dimensional Image Transform Coding by Means of the Gain Distortion Function,
PRIP81(67-70). BibRef 8100

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Hierarchical, Multi-Level, Pyramidal Coding Techniques .