5.4.6 Cosine Transform, DCT Compression

Chapter Contents (Back)
Compression. Image Compression. Cosine Transform. DCT.
See also DCT Computation.
See also DCT Block Coding -- Block Artifacts in DCT.

Huang, T.S., Tretiak, O.J., (Eds.)
Picture Bandwidth Compression,
Gordon and BreachNew York, 1971. Contains a number of compression papers. BibRef 7100

Anderson, G.B., Huang, T.S.,
Piecewise Fourier Transformation for Picture Bandwidth Compression,
Commun(19), No. 2, April 1971, pp. 133-140. BibRef 7104
And: Correction: Commun(20), No. 3, June 1972, pp. 488-491. BibRef

Anderson, G.B.[Grant B.], Huang, T.S.[Thomas S.],
Frequency-domain image errors,
PR(3), No. 2, July 1971, pp. 185-192.
Elsevier DOI 0309
Results of processing such images. BibRef

Hsu, Y.S., Prum, S., Kagel, J.H., and Andrews, H.C.,
Pattern Recognition Experiments in the Mandala/Cosine Domain,
PAMI(5), No. 5, September 1983, pp. 512-520. BibRef 8309

Chen, T.C., and de Figueiredo, R.J.P.,
An Image Transform Coding Scheme Based on Spatial Domain Considerations,
PAMI(5), No. 3, May 1983, pp. 332-337. BibRef 8305

Reininger, R.C., Gibson, J.D.,
Distribution of the Two-Dimensional DCT Coefficients for Images,
Commun(31), 1983, pp. 835-839. BibRef 8300

Comstock, D.R., Gibson, J.D.,
Hamming Coding of DCT-Compressed Images over Noisy Channels,
Commun(32), 1984, pp. 856-861.
See also Error Detecting and Error Correcting Codes. BibRef 8400

Murakami, H., Yamamoto, H.,
Performance of Transform Coding for Carrier Chrominance Signals,
Commun(32), 1984, pp. 324-327. BibRef 8400

Ericsson, S.,
Fixed and Adaptive Predictors for Hybrid Predictive/Transform Coding,
Commun(33), 1985, pp. 1291-1302. BibRef 8500

Nill, N.B.,
A Visual Model Weighted Cosine Transform for Image Compression and Quality Assessment,
Commun(33), 1985, pp. 551-557. BibRef 8500

Modestino, J.W., Farvardin, N., Ogrinc, M.A.,
Performance of Block Cosine Image Coding with Adaptive Quantization,
Commun(33), 1985, pp. 210-217. BibRef 8500

Saghri, J.A., Tescher, A.G.,
Adaptive Transform Coding Based on Chain Coding Concepts,
Commun(34), 1986, pp. 112-117. BibRef 8600

Tescher, A.G.[Andrew G],
Video bandwidth reduction system employing interframe block differencing and transform domain coding,
US_Patent4,541,012, 09/10/1985.
HTML Version. BibRef 8509

Widergren, R.D.[Robert D.],
Facsimile compression system,
US_Patent4,091,424, May 23, 1978
WWW Link. BibRef 7805

Widergren, R.D.[Robert D.], Chen, W.H.[Wen-Hsiung], Fralick, S.C.[Stanley C.], Tescher, A.G.[Andrew G.],
Digital video compression system and methods utilizing scene adaptive coding with rate buffer feedback,
US_Patent4,394,774, 07/19/1983.
HTML Version. BibRef 8307
Earlier: US_Patent4,302,775, 11/24/1981.
HTML Version. BibRef

Ersoy, O.K., and Chen, C.H.,
Transform-Coding of Images with Reduced Complexity,
CVGIP(42), No. 1, April 1988, pp. 19-31.
Elsevier DOI BibRef 8804

Tan, K.H.[Kuan Hui], Ghanbari, M.,
Layered image coding using the DCT pyramid,
IP(4), No. 4, April 1995, pp. 512-516.
IEEE DOI 0402
BibRef

Tan, K.H., Ghanbari, M.,
Block Classification for an Adaptive 1-D/2-D DCT Video Coding,
VISP(143), No. 3, June 1996, pp. 155-163. 9608
BibRef

Birney, K.A., Fischer, T.R.,
On the modeling of DCT and subband image data for compression,
IP(4), No. 2, February 1995, pp. 186-193.
IEEE DOI 0402
BibRef

Wober, M.A.[Munib A.], Reisch, M.L.[Michael L.],
Image coding by use of discrete cosine transforms,
US_Patent5,563,718, October 8, 1996.
HTML Version. DCT/JPEG based technique to reduce artifacts. BibRef 9610

Monro, D.M., Sherlock, B.G.,
Optimal Quantization Strategy for DCT Image Compression,
VISP(143), No. 1, February 1996, pp. 10-14. BibRef 9602

Jung, S.H., Mitra, S.K., Mukherjee, D.,
Subband DCT: Definition, Analysis, and Applications,
CirSysVideo(6), No. 3, June 1996, pp. 273-286.
IEEE Top Reference. 9606
BibRef

Wang, R.K.K., Shang, L., Watson, I.A., Chatwin, C.R.,
Cosine Wave Encoded Joint Transform Correlation,
OptEng(35), No. 7, July 1996, pp. 1901-1910. 9608
BibRef

Chiang, H.C., Liu, J.C.,
A Regressive Structure for Online Computation of Arbitrary Length DCT-IV and DST-IV Transforms,
CirSysVideo(6), No. 6, December 1996, pp. 692-695.
IEEE Top Reference. 9701
BibRef

Bi, M., Ong, S.H., Ang, Y.H.,
Shape-Adaptive DCT for Generic Coding of Video: Comment,
CirSysVideo(6), No. 6, December 1996, pp. 686-688.
IEEE Top Reference. 9701
BibRef

Bi, M., Ong, S.H., Ang, Y.H.,
A Hybrid Shape-Adaptive Orthogonal Transform for Coding of Image Segments,
CirSysVideo(10), No. 8, December 2000, pp. 1471-1477.
IEEE Top Reference. 0012
BibRef

Lee, P.Z., Liu, G.S.,
An Efficient Algorithm for the 2-D Discrete Cosine Transform,
SP(55), No. 2, December 1996, pp. 221-239. 9702
BibRef

Ngan, K.N.,
Image Display Techniques Using the Cosine Transform,
ASSP(32), 1983, pp. 173-177. BibRef 8300

Li, J.K., Li, J., Kuo, C.C.J.,
Layered DCT Still Image Compression,
CirSysVideo(7), No. 2, April 1997, pp. 440-443.
IEEE Top Reference. 9704
BibRef

Chan, Y.L., Siu, W.C.,
Variable Temporal-Length 3-D Discrete Cosine Transform Coding,
IP(6), No. 5, May 1997, pp. 758-763.
IEEE DOI 9705
BibRef

Merhav, M.[Meri], Vasudev, B.[Bhaskaran],
Fast Algorithms for DCT-Domain Image Down-Sampling and for Inverse Motion Compensation,
CirSysVideo(7), No. 3, June 1997, pp. 468-476.
IEEE Top Reference. 9706
BibRef

Mandyam, G., Ahmed, N., Magotra, N.,
Lossless Image Compression Using the Discrete Cosine Transform,
JVCIR(8), No. 1, March 1997, pp. 21-26. 9708

See also Lossless Image Compression Using Predictive Codebooks. BibRef

Malo, J., Pons, A.M., Artigas, J.M.,
Subjective Image Fidelity Metric Based on Bit Allocation of the Human Visual-System in the DCT Domain,
IVC(15), No. 7, July 1997, pp. 535-548.
Elsevier DOI 9708
BibRef

Iwahashi, M., Kambayashi, N., Kiya, H.,
Bit Reduction of DCT Basis for Transform Coding,
ECJ(80), No. 8, August 1997, pp. 81-91. 9709
BibRef

Chokchaitam, S.[Somchart], Iwahashi, M.[Masahiro], Kambayashi, N.[Noriyoshi],
Optimum word length allocation of integer DCT and its error analysis,
SP:IC(19), No. 6, July 2004, pp. 465-478.
Elsevier DOI 0409
BibRef
And: A1, A2, Only:
A New Optimum-Word-Length-Assignment (OWLA) Multiplierless Integer DCT for Lossless/Lossy Image Coding and Its Performance Evaluation,
ACIVS07(1037-1048).
Springer DOI 0708
BibRef

Iwahashi, M., Nakagawa, K., Chokchaitam, S., Tonomura, Y.,
Theoretical analysis on optimum word length assignment for integer DCT,
ICIP04(IV: 2507-2510).
IEEE DOI 0505
BibRef

Vago, J.L., Vermeulen, H.C., Verga, A.,
Fast Fourier Transform Based Image Compression Algorithm Optimized for Speckle Interferometer Measurements,
OptEng(36), No. 11, November 1997, pp. 3052-3063. 9712
BibRef

Jafarkhani, H., Farvardin, N.,
Adaptive Image-Coding Using Spectral Classification,
IP(7), No. 4, April 1998, pp. 605-610.
IEEE DOI 9804
BibRef

Lu, C.Y., Wen, K.A.,
On the Design of Selective Coefficient DCT Module,
CirSysVideo(8), No. 2, April 1998, pp. 143-146.
IEEE Top Reference. 9804
BibRef

Wu, Y.G., Tai, S.C.,
Medical Image Compression Using 2x2 Discrete Cosine Transform,
OptEng(37), No. 5, May 1998, pp. 1539-1546. 9806
BibRef

Morhac, M., Matousek, V.,
Data Compression Using New Fast Adaptive Cosine Haar Transforms,
DSP(8), No. 2, April 1998, pp. 63-81. 9806
BibRef

Morhac, M., Matousek, V.,
Fast Adaptive Fourier Based Transform and its Use in Multidimensional Data Compression,
SP(68), No. 2, July 1998, pp. 141-153. 9809
BibRef

Nister, D., Christopoulos, C.A.,
An Embedded DCT Based Still Image Coding Algorithm,
SPLetters(5), No. 6, June 1998, pp. 135-137.
IEEE Top Reference. 9806
BibRef

Kauff, P., Schuur, K.,
Shape Adaptive DCT with Block Based DC Separation and Delta-DC Correction,
CirSysVideo(8), No. 3, June 1998, pp. 237-242.
IEEE Top Reference. 9806
BibRef

Koc, U.V., Liu, K.J.R.,
DCT-Based Motion Estimation,
IP(7), No. 7, July 1998, pp. 948-965.
IEEE DOI 9807
BibRef

Koc, U.V., Liu, K.J.R.,
Interpolation-Free Subpixel Motion Estimation Techniques in DCT Domain,
CirSysVideo(8), No. 4, August 1998, pp. 460-487.
IEEE Top Reference. 9809
BibRef
Earlier:
DCT-Based Subpixel Motion Compensation and Fully DCT-Based Video Coder,
ICIP97(III: 598-601).
IEEE DOI BibRef

Koc, U.V.[Ut-Va], Liu, K.J.R.[K. J. Ray],
Motion Compensation on DCT Domain,
JASP(2001), No. 3, September 2001, pp. 147-162. 0201
BibRef
Earlier:
Adaptive overlapping approach for DCT-based motion estimation,
ICIP95(I: 223-226).
IEEE DOI 9510
BibRef
Earlier:
Discrete-cosine/sine-transform based motion estimation,
ICIP94(III: 771-775).
IEEE DOI 9411
BibRef

Liu, C.M., Wang, C.N., Lin, J.Y.,
A New Postprocessing Method for the Block-Based DCT Coding Based on the Convex-Projection Theory,
Consumer(44), No. 3, August 1998, pp. 1054-1061. 9810
BibRef

Zhu, W., Wang, Y., Zhu, Q.F.,
Second-Order Derivative-Based Smoothness Measure for Error Concealment in DCT-Based Codecs,
CirSysVideo(8), No. 6, October 1998, pp. 713.
IEEE Top Reference. BibRef 9810

Shen, B., Sethi, I.K.,
Convolution-Based Edge-Detection for Image/Video in Block DCT Domain,
JVCIR(7), No. 4, December 1996, pp. 411-423. 9704
BibRef

Shen, B., Sethi, I.K., Bhaskaran, V.,
DCT Convolution and its Application in Compressed Domain,
CirSysVideo(8), No. 8, December 1998, pp. 947.
IEEE Top Reference. BibRef 9812

Prost, R., Ding, Y., Baskurt, A., Benoit-Cattin, H.,
Regularized Subband Coding Scheme,
IP(8), No. 4, April 1999, pp. 564-570.
IEEE DOI BibRef 9904

Benoit-Cattin, H., Joachimsmann, P., Planat, A., Valette, S., Baskurt, A., Prost, R.,
Active Mesh Texture Coding based on Warping and DCT,
ICIP99(II:830-833).
IEEE DOI BibRef 9900

Benoit-Cattin, H., Prost, R., and Baskurt, A.,
On the Coding Performance of DCT Based Subband Decomposition for Low Contrast Images,
ICIP97(II: 617-620).
IEEE DOI 9710
BibRef

Man, H., Kossentini, F., Smith, M.J.T.,
Family of Efficient and Channel Error Resilient Wavelet/Subband Image Coders,
CirSysVideo(9), No. 1, February 1999, pp. 95.
IEEE Top Reference. BibRef 9902
Earlier:
A Class of EZW Image Coders for Noisy Channels,
ICIP97(III: 90-93).
IEEE DOI BibRef

Neri, A., Russo, G., Talone, P.,
Inter-block filtering and downsampling in DCT domain,
SP:IC(6), No. 4, August 1994, pp. 303-317.
Elsevier DOI BibRef 9408

Chen, R.J.[Rong-Jian], Chieu, B.C.[Bin-Chang],
A fully adaptive DCT based color image sequence coder,
SP:IC(6), No. 4, August 1994, pp. 289-301.
Elsevier DOI BibRef 9408
Earlier:
DCT color image sequence coding,
ICPR92(III:553-556).
IEEE DOI 9208
BibRef

Wang, L.M.[Li-Min],
Error accumulation in hybrid DPCM/DCT video coding,
SP:IC(7), No. 1, March 1995, pp. 93-104.
Elsevier DOI BibRef 9503

Wang, L.,
Bit rate control for hybrid DPCM/DCT video codec,
CirSysVideo(4), No. 5, October 1994, pp. 509-520.
IEEE Top Reference. 0206

See also Rate control for MPEG video coding. BibRef

Schöyer, M.K.N.[Marnix K.N.], Verbeek, P.W.[Piet W.],
Block position dithering in DCT-coded sequences,
SP:IC(8), No. 6, September 1996, pp. 545-549.
Elsevier DOI BibRef 9609

Hu, X.Y.[Xiao-Yu], Yu, X.H.[Xiao-Hu],
The Chebyshev polynomial fitting properties of discrete cosine transform,
SP:IC(13), No. 1, July 1998, pp. 15-20.
Elsevier DOI BibRef 9807

Yim, C., Isnardi, M.A.,
An Efficient Method for DCT-Domain Image Resizing with Mixed Field/Frame-Mode Macroblocks,
CirSysVideo(9), No. 5, August 1999, pp. 696.
IEEE Top Reference. BibRef 9908

Ratnakar, V., Livny, M.,
An Efficient Algorithm for Optimizing DCT Quantization,
IP(9), No. 2, February 2000, pp. 267-270.
IEEE DOI 0003
BibRef

Lakhani, G.,
Distribution-Based Restoration of DCT Coefficients,
CirSysVideo(10), No. 5, August 2000, pp. 819-823.
IEEE Top Reference. 0008

See also Improved Equations for JPEGs Blocking Artifacts Reduction Approach. BibRef

Lakhani, G.,
Enhancing Poisson's Equation-Based Approach for DCT Prediction,
IP(17), No. 3, March 2008, pp. 427-430.
IEEE DOI 0802
BibRef

Lakhani, G.,
Optimal Huffman Coding of DCT Blocks,
CirSysVideo(14), No. 4, April 2004, pp. 522-527.
IEEE Abstract. 0407
BibRef

Cho, N.I.[Nam Ik], Mitra, S.K.[Sanjit K.],
Warped Discrete Cosine Transform and Its Application in Image Compression,
CirSysVideo(10), No. 8, December 2000, pp. 1364-1373.
IEEE Top Reference. 0012
BibRef
Earlier:
An Image Compression Algorithm Using Warped Discrete Cosine Transform,
ICIP99(II:834-837).
IEEE DOI BibRef

Le, T., Glesner, M.,
Flexible Architectures for DCT of Variable-Length Targeting Shape-Adaptive Transform,
CirSysVideo(10), No. 8, December 2000, pp. 1489-1495.
IEEE Top Reference. 0012
BibRef

Acocella, E.C.[Emilio Carlos], Alcaim, A.[Abraham],
Alignment by Phase of Vertical Coefficients in SA-DCT,
SPLetters(8), No. 2, February 2001, pp. 42-44.
IEEE Top Reference. 0101
BibRef

Acocella, E.C.[Emilio Carlos], Alcaim, A.[Abraham],
Theoretical analysis and reduction of the quantization noise effects in the SA-DCT,
IJIST(14), No. 6, 2004, pp. 238-245.
DOI Link 0412
BibRef

de Souza, M.A.[Marcio Albuquerque], Acocella, E.C.[Emilio Carlos], Alcaim, A.[Abraham],
Subband decomposition strategies for object-based image coding,
IJIST(13), No. 3, 2003, pp. 179-187.
DOI Link 0309
BibRef

Freitas, F.M.[Flávia Magalhães], Alcaim, A.[Abraham],
Switching between the SA-DCT and the EI-DCT in arbitrarily shaped image coding,
IJIST(18), No. 4, 2008, pp. 219-227.
DOI Link 0810
BibRef

Kutz, G.[Gideon], Ur, H.[Hanoch],
Improved DCT-DST prime factor algorithms,
SP(81), No. 1, February 2001, pp. 335-343. 0102
BibRef

Kim, T.Y.[Tae Yong], Han, J.H.[Joon Hee],
Model-based discontinuity evaluation in the DCT domain,
SP(81), No. 4, April 2001, pp. 871-882.
Elsevier DOI 0105
BibRef

Zaharia, R., Aggoun, A., McCormick, M.,
Adaptive 3D-DCT Compression Algorithm for Continuous Parallax 3D Integral-Imaging,
SP:IC(17), No. 3, March 2002, pp. 231-242.
Elsevier DOI 0202
BibRef

Docef, A., Kossentini, F., Nguuyen-Phi, K., Ismaeil, I.R.,
The quantized DCT and its application to DCT-based video coding,
IP(11), No. 3, March 2002, pp. 177-187.
IEEE DOI 0203
BibRef

Dapena, A., Ahalt, S.,
A hybrid DCT-SVD image-coding algorithm,
CirSysVideo(12), No. 2, February 2002, pp. 114-121.
IEEE Top Reference. 0203
BibRef

Chan, R.W.S.[Ruby Wai-Shan], Goldsmith, P.[Peter],
Modeling and validation of a psychovisually based image quality evaluator for DCT-based compression,
SP:IC(17), No. 6, July 2002, pp. 485-495.
Elsevier DOI 0206
BibRef

Meyer, F.G.,
Image Compression with Adaptive Local Cosines: A Comparative Study,
IP(11), No. 6, June 2002, pp. 616-629.
IEEE DOI 0207
BibRef
Earlier: ICIP01(II: 467-470).
IEEE DOI 0108

See also Fast Adaptive Wavelet Packet Image Compression. BibRef

Zhao, D.B.[De-Bin], Gao, W.[Wen], Chan, Y.K.,
Morphological representation of DCT coefficients for image compression,
CirSysVideo(12), No. 9, September 2002, pp. 819-823.
IEEE Top Reference. 0209
BibRef

Schwartz, E.L.[Edward L.], Zandi, A.[Ahmad],
Reversible DCT for lossless,
US_Patent6,466,699, Oct 15, 2002
WWW Link. BibRef 0210

Wu, C.B.[Chung-Bin], Liu, B.D.[Bin-Da], Yang, J.F.[Jar-Ferr],
Adaptive postprocessors with DCT-based block classifications,
CirSysVideo(13), No. 5, May 2003, pp. 365-375.
IEEE Abstract. 0307
BibRef

Bingabr, M., Varshney, P.K.,
Recovery of Corrupted DCT Coded Images Based on Reference Information,
CirSysVideo(14), No. 4, April 2004, pp. 441-449.
IEEE Abstract. 0407
BibRef

Feichtinger, H.G., Hampejs, M., Kracher, G.,
Approximation of Matrices by Gabor Multipliers,
SPLetters(11), No. 11, November 2004, pp. 883-886.
IEEE Abstract. 0411
Filter implementation. BibRef

Robertson, M.A., Stevenson, R.L.,
DCT Quantization Noise in Compressed Images,
CirSysVideo(15), No. 1, January 2005, pp. 27-38.
IEEE Abstract. 0501
BibRef
Earlier: ICIP01(I: 185-188).
IEEE DOI 0108
BibRef

Wu, Y.G.,
GA-based DCT quantisation table design procedure for medical images,
VISP(151), No. 5, October 2004, pp. 353-359.
IEEE Abstract. 0501
BibRef

Paliwal, K.K.[Kuldip K.], So, S.[Stephen],
Low-complexity GMM-based block quantisation of images using the discrete cosine transform,
SP:IC(20), No. 5, June 2005, pp. 435-446.
Elsevier DOI 0506
BibRef

Park, Y.S., Park, H.W.,
Arbitrary-Ratio Image Resizing Using Fast DCT of Composite Length for DCT-Based Transcoder,
IP(15), No. 2, February 2006, pp. 494-500.
IEEE DOI 0602
BibRef

Ichigaya, A., Kurozumi, M., Hara, N., Nishida, Y., Nakasu, E.,
A method of estimating coding PSNR using quantized DCT coefficients,
CirSysVideo(16), No. 2, February 2006, pp. 251-259.
IEEE DOI 0604
BibRef

Connie, A.T., Ferdousi, F., Sharmin, M., Khan, M.R.,
Identification of AR parameters at a very low SNR using estimated spectral distribution in DCT domain,
VISP(153), No. 2, April 2006, pp. 95-100.
DOI Link 0604
BibRef

Uehara, T., Safavi-Naini, R., Ogunbona, P.O.,
Recovering DC Coefficients in Block-Based DCT,
IP(15), No. 11, November 2006, pp. 3592-3596.
IEEE DOI 0610
BibRef

Yamatani, K., Saito, N.,
Improvement of DCT-Based Compression Algorithms Using Poisson's Equation,
IP(15), No. 12, December 2006, pp. 3672-3689.
IEEE DOI 0611
BibRef

Gan, L., Tu, C., Liang, J., Tran, T.D., Ma, K.K.,
Undersampled Boundary Pre-/Postfilters for Low Bit-Rate DCT-Based Block Coders,
IP(16), No. 2, February 2007, pp. 428-441.
IEEE DOI 0702
BibRef

Wang, H.L.[Han-Li], Chan, M.Y., Kwong, S.[Sam], Kok, C.W.,
Novel Quantized DCT for Video Encoder Optimization,
SPLetters(13), No. 4, April 2006, pp. 205-208.
IEEE DOI 0604
BibRef

Wang, H.L.[Han-Li], Kwong, S.[Sam], Kok, C.W.[Chi-Wah],
Efficient predictive model of zero quantized DCT coefficients for fast video encoding,
IVC(25), No. 6, 1 June 2007, pp. 922-933.
Elsevier DOI 0704
Discrete cosine transform (DCT); Quantization (Q); Zero quantized DCT (ZQDCT) coefficients; Video encoding BibRef

Chan, M.Y.[Ming-Yan], Kok, C.W.[Chi-Wah],
Energy scalability in multimedia codec using NQDCT,
ICIP04(I: 457-460).
IEEE DOI 0505
BibRef

Wang, H.L.[Han-Li], Kwong, S.[Sam],
Hybrid Model to Detect Zero Quantized DCT Coefficients in H.264,
MultMed(9), No. 4, 2007, pp. 728-735.
IEEE DOI 0905
BibRef

Hu, S., Wang, H.L.[Han-Li], Kwong, S.[Sam],
Adaptive Quantization-Parameter Clip Scheme for Smooth Quality in H.264/AVC,
IP(21), No. 4, April 2012, pp. 1911-1919.
IEEE DOI 1204
BibRef

He, Z.H.[Zhi-Hua], Bystrom, M.,
Improved Conversion From DCT Blocks to Integer Cosine Transform Blocks in H.264/AVC,
CirSysVideo(18), No. 6, June 2008, pp. 851-857.
IEEE DOI 0711
BibRef
Earlier:
A Fast Algorithm for Conversion from DCT Blocks to Integer Cosine Transform Blocks,
ICIP06(3081-3084).
IEEE DOI 0610
BibRef

Sun, G.Q.[Guo-Qian], Samarawickrama, U.[Upul], Liang, J.[Jie], Tian, C.[Chao], Tu, C.J.[Cheng-Jie], Tran, T.D.,
Multiple Description Coding With Prediction Compensation,
IP(18), No. 5, May 2009, pp. 1037-1047.
IEEE DOI 0904
BibRef
Earlier: A1, A2, A3, A5, A6, Only:
Multiple Description Image Coding with Prediction Compensation,
ICIP07(VI: 513-516).
IEEE DOI 0709
BibRef

Tu, C.J.[Cheng-Jie], Tran, T.D., Liang, J.[Jie],
Over-sampled and under-sampled Pre/post-filters for block DCT coders,
ICIP04(II: 1277-1280).
IEEE DOI 0505
BibRef

Samarawickrama, U.[Upul], Liang, J.[Jie], Tian, C.[Chao],
M-Channel Multiple Description Coding With Two-Rate Coding and Staggered Quantization,
CirSysVideo(20), No. 7, July 2010, pp. 933-944.
IEEE DOI 1008
BibRef
And:
A three-layer algorithm for M-channel multiple description image coding,
ICIP10(1261-1264).
IEEE DOI 1009
BibRef
Earlier: A1, A2, Only:
Low complexity M-channel multiple description coding with two-rate predictive coding and staggered quantization,
ICIP08(2044-2047).
IEEE DOI 0810
BibRef

Ji, X.Y.[Xiang-Yang], Kwong, S.[Sam], Zhao, D.B.[De-Bin], Wang, H.[Hanli], Kuo, C.C.J.[C.C. Jay], Dai, Q.H.[Qiong-Hai],
Early Determination of Zero-Quantized 8X8 DCT Coefficients,
CirSysVideo(19), No. 12, December 2009, pp. 1755-1765.
IEEE DOI 0912
BibRef

Wang, H.[Hanli], Du, H.[Han], Lin, W.Y.[Wei-Yao], Kwong, S.[Sam], Au, O.C.[Oscar C.], Wu, J.[Jun], Wei, Z.H.[Zhi-Hua],
Early Detection of All-Zero Blocks in High Efficiency Video Coding,
JVCIR(25), No. 7, 2014, pp. 1784-1790.
Elsevier DOI 1410
HEVC BibRef

Sun, Z.H.[Zhen-Hao], Wang, M.[Meng], Chen, P.L.[Pei-Lin], Wang, X.[Xu], Wang, S.Q.[Shi-Qi], Kwong, S.[Sam],
Revisiting All-Zero Block Detection for Versatile Video Coding,
CirSysVideo(34), No. 7, July 2024, pp. 6144-6155.
IEEE DOI 2407
Transforms, Quantization (signal), Encoding, Discrete cosine transforms, Standards, Rate-distortion, Costs, transform coefficient BibRef

Wang, L.[Lei], Jiao, L.C.[Li-Cheng], Wu, J.J.[Jia-Ji], Shi, G.M.[Guang-Ming], Gong, Y.J.[Yan-Jun],
Lossy-to-lossless image compression based on multiplier-less reversible integer time domain lapped transform,
SP:IC(25), No. 8, September 2010, pp. 622-632.
Elsevier DOI 1003
DCT; Lossy-to-lossless compression; Matrix factorization; Reversible integer transform; TDLT BibRef

Wu, J.J.[Jia-Ji], Xu, Z.Z.[Zhen-Zhen], Jeon, G.G.[Gwang-Gil], Zhang, X.R.[Xiang-Rong], Jiao, L.C.[Li-Cheng],
Arithmetic coding for image compression with adaptive weight-context classification,
SP:IC(28), No. 7, 2013, pp. 727-735.
Elsevier DOI 1307
Context-based arithmetic coding BibRef

Wang, L.[Lei], Wu, J.J.[Jia-Ji], Jiao, L.C.[Li-Cheng], Zhang, L.[Li], Shi, G.M.[Guang-Ming],
Lossy to lossless image compression based on reversible integer DCT,
ICIP08(1037-1040).
IEEE DOI 0810
BibRef

Suzuki, T., Ikehara, M.,
Integer DCT Based on Direct-Lifting of DCT-IDCT for Lossless-to-Lossy Image Coding,
IP(19), No. 11, November 2010, pp. 2958-2965.
IEEE DOI 1011
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Kaminsky, E.[Evgeny], Ginzburg, A.[Alex], Hadar, O.[Ofer],
DCT-domain coder for digital video applications,
RealTimeIP(5), No. 4, December 2010, pp. 259-274.
WWW Link. 1101
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Jaferzadeh, K., Kiani, K., Mozaffari, S.,
Acceleration of fractal image compression using fuzzy clustering and discrete-cosine-transform-based metric,
IET-IPR(6), No. 7, 2012, pp. 1024-1030.
DOI Link 1211
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Bae, S.H.[Sung-Ho], Kim, M.C.[Mun-Churl],
A DCT-Based Total JND Profile for Spatiotemporal and Foveated Masking Effects,
CirSysVideo(27), No. 6, June 2017, pp. 1196-1207.
IEEE DOI 1706
Complexity theory, Discrete cosine transforms, Frequency modulation, Kernel, Mathematical model, Retina, Sensitivity, Foveated masking (FM) effect, JND adjustment, just-noticeable difference (JND), temporal, masking, (TM), effect BibRef

Bae, S.H.[Sung-Ho], Kim, M.C.[Mun-Churl],
A Novel DCT-Based JND Model for Luminance Adaptation Effect in DCT Frequency,
SPLetters(20), No. 9, 2013, pp. 893-896.
IEEE DOI 1308
brightness DCT based Just Noticeable Distortion (JND) models. BibRef

Bae, S.H.[Sung-Ho], Kim, M.C.[Mun-Churl],
A Novel Generalized DCT-Based JND Profile Based on an Elaborate CM-JND Model for Variable Block-Sized Transforms in Monochrome Images,
IP(23), No. 8, August 2014, pp. 3227-3240.
IEEE DOI 1408
discrete cosine transforms BibRef

Ding, J.J., Huang, Y.W., Lin, P.Y., Pei, S.C., Chen, H.H., Wang, Y.H.,
Two-Dimensional Orthogonal DCT Expansion in Trapezoid and Triangular Blocks and Modified JPEG Image Compression,
IP(22), No. 9, 2013, pp. 3664-3675.
IEEE DOI 1309
Discrete cosine transform BibRef

Saxena, A.[Ankur], Fernandes, F.C.[Felix C.],
DCT/DST-Based Transform Coding for Intra Prediction in Image/Video Coding,
IP(22), No. 10, 2013, pp. 3974-3981.
IEEE DOI 1309
BibRef
Earlier:
On secondary transforms for prediction residual,
ICIP12(2489-2492).
IEEE DOI 1302
BibRef
Earlier:
Mode dependent DCT/DST for intra prediction in block-based image/video coding,
ICIP11(1685-1688).
IEEE DOI 1201
DCT; DST; HEVC; Video coding; compression; transform BibRef

Saxena, A.[Ankur], Fernandes, F.C.[Felix C.],
On secondary transforms for scalable video coding,
VCIP13(1-6)
IEEE DOI 1402
discrete cosine transforms BibRef

Chen, Y.[Yu], Thing, V.L.L.[Vrizlynn L.L.],
Image content analysis for sector-wise JPEG fragment classification,
JVCIR(24), No. 7, 2013, pp. 857-866.
Elsevier DOI 1309
DCT coefficient analysis BibRef

Rad, R.M.[Reza Moradi], Wong, K.S.[Kok-Sheik], Guo, J.M.[Jing-Ming],
A Unified Data Embedding and Scrambling Method,
IP(23), No. 4, April 2014, pp. 1463-1475.
IEEE DOI 1404
image reconstruction BibRef

Rad, R.M.[Reza Moradi], Wong, K.S.[Kok-Sheik],
Quality degradative reversible data embedding using pixel replacement,
VCIP13(1-6)
IEEE DOI 1402
BibRef
Earlier:
An efficient sign prediction method for DCT coefficients and its application to reversible data embedding in scrambled JPEG image,
ICIP13(4442-4446)
IEEE DOI 1402
embedded systems. DCT basis vector; Sign prediction; data embedding; reversible; scrambling BibRef

Yoo, S.B., Choi, K., Ra, J.B.,
Blind Post-Processing for Ringing and Mosquito Artifact Reduction in Coded Videos,
CirSysVideo(24), No. 5, May 2014, pp. 721-732.
IEEE DOI 1405
Discrete cosine transforms BibRef

Sun, C.[Chang], Yang, E.H.[En-Hui],
An Efficient DCT-Based Image Compression System Based on Laplacian Transparent Composite Model,
IP(24), No. 3, March 2015, pp. 886-900.
IEEE DOI 1502
BibRef
Earlier:
An efficient DCT-based image compression system based on transparent composite model,
ICIP14(5611-5615)
IEEE DOI 1502
Discrete cosine transforms. computational complexity BibRef

Asif, M.T., Srinivasan, K., Mitrovic, N., Dauwels, J., Jaillet, P.,
Near-Lossless Compression for Large Traffic Networks,
ITS(16), No. 4, August 2015, pp. 1817-1826.
IEEE DOI 1508
Discrete cosine transforms BibRef

Mitrovic, N., Asif, M.T., Dauwels, J., Jaillet, P.,
Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data,
ITS(16), No. 5, October 2015, pp. 2949-2954.
IEEE DOI 1511
compressed sensing BibRef

Asif, M.T., Mitrovic, N., Dauwels, J., Jaillet, P.,
Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks,
ITS(17), No. 7, July 2016, pp. 1816-1825.
IEEE DOI 1608
Bayes methods BibRef

Alqudami, N.[Nasser], Kim, S.D.[Shin-Dug],
OpenCL-based optimization methods for utilizing forward DCT and quantization of image compression on a heterogeneous platform,
RealTimeIP(12), No. 2, August 2016, pp. 219-235.
WWW Link. 1608
BibRef

Coutinho, V.A.[Vítor A.], Cintra, R.J.[Renato J.], Bayer, F.M.[Fábio M.], Kulasekera, S.[Sunera], Madanayake, A.[Arjuna],
A multiplierless pruned DCT-like transformation for image and video compression that requires ten additions only,
RealTimeIP(12), No. 2, August 2016, pp. 247-255.
Springer DOI 1608
BibRef

Li, P.Y.[Pei-Ya], Lo, K.T.[Kwok-Tung],
Joint image compression and encryption based on order-8 alternating transforms,
JVCIR(44), No. 1, 2017, pp. 61-71.
Elsevier DOI 1703
BibRef
Earlier:
Joint image compression and encryption based on alternating transforms with quality control,
VCIP15(1-4)
IEEE DOI 1605
Image encryption. Discrete cosine transforms BibRef

Li, P.Y.[Pei-Ya], Lo, K.T.[Kwok-Tung],
Joint image encryption and compression schemes based on 16X16 DCT,
JVCIR(58), 2019, pp. 12-24.
Elsevier DOI 1901
Image encryption, JPEG compression, 16X16 DCT, Statistical attack BibRef

Li, P.Y.[Pei-Ya], Lo, K.T.[Kwok-Tung],
A Content-Adaptive Joint Image Compression and Encryption Scheme,
MultMed(20), No. 8, August 2018, pp. 1960-1972.
IEEE DOI 1808
Encryption, Transform coding, Image coding, Standards, Transforms, Image encryption, orthogonal transforms, data embedding, security analysis BibRef

Wang, Y., Xu, C., You, S., Xu, C., Tao, D.,
DCT Regularized Extreme Visual Recovery,
IP(26), No. 7, July 2017, pp. 3360-3371.
IEEE DOI 1706
Discrete cosine transforms, Estimation, Frequency-domain analysis, Minimization, Optimization, TV, Visualization, DCT regularizer, Discrete cosine transform, Low-rank minimization visual recovery. BibRef

Meenpal, T.[Toshanlal], Banik, S.[Subhadeep], Maitra, S.[Subhamoy],
A scheme for conditional access-based systems using index locations of DCT coefficients,
RealTimeIP(13), No. 2, June 2017, pp. 363-373.
Springer DOI 1708
low resolution public image, high res private image for sharing. BibRef

Thakur, V.S.[Vikrant Singh], Gupta, S.[Shubhrata], Thakur, K.[Kavita],
Hybrid WPT-BDCT transform for high-quality image compression,
IET-IPR(11), No. 10, October 2017, pp. 899-909.
DOI Link 1710
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Thakur, V.S.[Vikrant Singh], Thakur, K.[Kavita], Gupta, S.[Shubhrata],
An improved symbol reduction technique based Huffman coder for efficient entropy coding in the transform coders,
IET-IPR(15), No. 4, 2021, pp. 1008-1022.
DOI Link 2106
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Dalmia, N.[Nandita], Okade, M.[Manish],
Robust first quantization matrix estimation based on filtering of recompression artifacts for non-aligned double compressed JPEG images,
SP:IC(61), No. 1, 2018, pp. 9-20.
Elsevier DOI 1801
BibRef
Earlier:
A novel technique for misalignment parameter estimation in double compressed JPEG images,
VCIP16(1-4)
IEEE DOI 1701
Image forensics Discrete cosine transforms BibRef

Kalluri, M., Jiang, M., Ling, N., Zheng, J., Zhang, P.,
Adaptive RD Optimal Sparse Coding With Quantization for Image Compression,
MultMed(21), No. 1, January 2019, pp. 39-50.
IEEE DOI 1901
Image coding, Dictionaries, Discrete cosine transforms, Quantization (signal), Matching pursuit algorithms, Bit rate, quantization BibRef

Liu, D.[Du], Flierl, M.[Markus],
Fractional-Pel Accurate Motion-Adaptive Transforms,
IP(28), No. 6, June 2019, pp. 2731-2742.
IEEE DOI 1905
BibRef
And:
Video coding using multi-reference motion-adaptive transforms based on graphs,
IVMSP16(1-5)
IEEE DOI 1608
interpolation, motion compensation, motion estimation, video coding, orthonormal transforms for video coding. Compaction BibRef

Liu, D.[Du], Flierl, M.[Markus],
Graph-based rotation of the DCT basis for motion-adaptive transforms,
ICIP13(1802-1805)
IEEE DOI 1402
Motion-adaptive transform BibRef

Jiang, Y.B.[Yue-Bing], Pattichis, M.S.[Marios S.],
A dynamically reconfigurable architecture system for time-varying image constraints (DRASTIC) for motion JPEG,
RealTimeIP(14), No. 2, February 2018, pp. 395-411.
WWW Link. 1804
BibRef
Earlier:
Dynamically reconfigurable DCT architectures based on bitrate, power, and image quality considerations,
ICIP12(2465-2468).
IEEE DOI 1302
BibRef
And:
A dynamically reconfigurable DCT architecture for maximum image quality subject to dynamic power and bitrate constraints,
Southwest12(189-192).
IEEE DOI 1205
BibRef

Messaoudi, A.[Abdelhamid], Benchabane, F.[Fateh], Srairi, K.[Kamel],
DCT-based color image compression algorithm using adaptive block scanning,
SIViP(13), No. 7, October 2019, pp. 1441-1449.
WWW Link. 1911
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Ma, H.C.[Hai-Chuan], Liu, D.[Dong], Yan, N.[Ning], Li, H.Q.[Hou-Qiang], Wu, F.[Feng],
End-to-End Optimized Versatile Image Compression With Wavelet-Like Transform,
PAMI(44), No. 3, March 2022, pp. 1247-1263.
IEEE DOI 2202
Image coding, Quantization (signal), Wavelet transforms, Bit rate, Entropy coding, Rate-distortion, Deep network, wavelet transform BibRef

Xue, D.M.[Dong-Mei], Ma, H.C.[Hai-Chuan], Li, L.[Li], Liu, D.[Dong], Xiong, Z.W.[Zhi-Wei],
aiWave: Volumetric Image Compression With 3-D Trained Affine Wavelet-Like Transform,
MedImg(42), No. 3, March 2023, pp. 606-618.
IEEE DOI 2303
Wavelet transforms, Image coding, Image reconstruction, Bit rate, Biomedical imaging, Filtering, Entropy coding, end-to-end image compression BibRef

Ma, H.C.[Hai-Chuan], Liu, D.[Dong], Xiong, R.Q.[Rui-Qin], Wu, F.[Feng],
iWave: CNN-Based Wavelet-Like Transform for Image Compression,
MultMed(22), No. 7, July 2020, pp. 1667-1679.
IEEE DOI 2007
BibRef
Earlier: A2, A1, A3, A4:
CNN-Based DCT-Like Transform for Image Compression,
MMMod18(II:61-72).
Springer DOI 1802
Wavelet transforms, Image coding, Wavelet analysis, Task analysis, Kernel, Quantization (signal), wavelet transform BibRef

da Silveira, T.L.T.[Thiago L. T.], Canterle, D.R.[Diego Ramos], Coelho, D.F.G.[Diego F. G.], Coutinho, V.A.[Vítor A.], Bayer, F.M.[Fábio M.], Cintra, R.J.[Renato J.],
A Class of Low-Complexity DCT-Like Transforms for Image and Video Coding,
CirSysVideo(32), No. 7, July 2022, pp. 4364-4375.
IEEE DOI 2207
Transforms, Discrete cosine transforms, Complexity theory, Video coding, Arithmetic, Hardware, Encoding, DCT approximation, image and video coding BibRef

Dai, L.[Lei], Zhang, L.M.[Li-Ming],
A Joint Spatiotemporal Video Compression Based on Stochastic Adaptive Fourier Decomposition,
SPLetters(29), 2022, pp. 1531-1535.
IEEE DOI 2208
Video compression, Spatiotemporal phenomena, Dictionaries, Encoding, Kernel, Quantization (signal), machine learning BibRef

Dai, L.[Lei], Zhang, L.M.[Li-Ming], Li, H.[Hong],
Image Compression Using Stochastic-AFD Based Multisignal Sparse Representation,
IP(31), 2022, pp. 5317-5331.
IEEE DOI 2208
Image coding, Dictionaries, Signal processing algorithms, Transform coding, Kernel, Training, Discrete cosine transforms, image reconstruction BibRef

Feng, L.L.[Lan-Lan], Zhu, C.[Ce], Long, Z.[Zhen], Liu, J.[Jiani], Liu, Y.P.[Yi-Peng],
Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery,
IP(32), 2023, pp. 3397-3412.
IEEE DOI 2307
Tensors, Transforms, Matrix decomposition, TV, Discrete cosine transforms, Singular value decomposition, low-rank tensor completion BibRef

Li, J.H.[Jun-Hui], Hou, X.S.[Xing-Song], Wang, H.[Huake], Bi, S.[Shuhao], Qian, X.M.[Xue-Ming],
AMP-BCS: AMP-based image block compressed sensing with permutation of sparsified DCT coefficients,
JVCIR(99), 2024, pp. 104092.
Elsevier DOI 2403
Block compressed sensing, Approximate message passing, Coefficient permutation, Discrete cosine transform, Convolutional neural network BibRef

Ouyang, T., Chen, Z., Liu, S.,
Towards Quantized DCT Coefficients Restoration for Compressed Images,
VCIP20(515-518)
IEEE DOI 2102
Q-factor, Image coding, Quantization (signal), Frequency-domain analysis, Image restoration, quantization noise BibRef

Alves, G.[Gustavo], Pereira, M.P.[Marcio P.], de Carvalho, M.B.[Murilo B.], Pereira, F.[Fernando], Pagliari, C.L.[Carla L.], Testoni, V.[Vanessa], da Silva, E.A.B.[Eduardo A.B.],
A Study on the 4D Sparsity of JPEG Pleno Light Fields Using the Discrete Cosine Transform,
ICIP18(1148-1152)
IEEE DOI 1809
Redundancy, Transform coding, Discrete cosine transforms, Cameras, Encoding, Light field, coding, 4D-DCT BibRef

de Carvalho, M.B., Pereira, M.P., Alves, G., da Silva, E.A.B., Pagliari, C.L., Pereira, F., Testoni, V.,
A 4D DCT-Based Lenslet Light Field Codec,
ICIP18(435-439)
IEEE DOI 1809
Image coding, Redundancy, Codecs, Discrete cosine transforms, Transform coding, Encoding, Light fields, image coding, multidimensional transforms BibRef

Shu, X., Wu, X., Liu, B.,
A study on quantization effects of DCT based compression,
ICIP17(3500-3504)
IEEE DOI 1803
Discrete cosine transforms, Encoding, Image coding, Multimedia communication, Quantization (signal), Standards, perceptual quality BibRef

Ghosh, A., Chellappa, R.,
Deep feature extraction in the DCT domain,
ICPR16(3536-3541)
IEEE DOI 1705
Computational modeling, Discrete cosine transforms, Feature extraction, Image coding, Quantization (signal), Training BibRef

Wu, J.[Jian], Wang, Y.F.[Yong-Fang], Zhu, K.H.[Kang-Hua], Zhu, Y.[Yun],
Perceptual sparse representation for compressed sensing of image,
VCIP16(1-4)
IEEE DOI 1701
Compressed sensing BibRef