Trends and Perspectives in Image and Video Coding

The objective of the paper is to provide an overview on recent trends and future perspectives in image and video coding. Here, I review the rapid development in the field during the past 40 years and outline current state-of-the art strategies for coding images and videos. These and other coding algorithms are discussed in the context of international JPEG, JPEG 2000, MPEG-1/2/4, and H.261/3/4 standards. Novel techniques targeted at achieving higher compression gains, error robustness, and network/device adaptability are described and discussed.

[1]  K. H. Barratt Digital Coding of Waveforms , 1985 .

[2]  Haibo Li,et al.  Two-view facial movement estimation , 1994, IEEE Trans. Circuits Syst. Video Technol..

[3]  Yao Wang,et al.  Multiple Description Coding for Video Delivery , 2005, Proceedings of the IEEE.

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

[5]  Peter Kauff,et al.  Shape-adaptive DCT with block-based DC separation and ΔDC correction , 1998, IEEE Trans. Circuits Syst. Video Technol..

[6]  Jörn Ostermann,et al.  Coding of arbitrarily shaped video objects in MPEG-4 , 1997, Proceedings of International Conference on Image Processing.

[7]  Peter No,et al.  Digital Coding of Waveforms , 1986 .

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

[9]  M. Karczewicz,et al.  Video coding using motion compensation with polynomial motion vector fields , 1996, Proceedings of First International Workshop on Wireless Image/Video Communications.

[10]  Gregory K. Wallace,et al.  The JPEG still picture compression standard , 1991, CACM.

[11]  Peter Eisert,et al.  Model-aided coding: a new approach to incorporate facial animation into motion-compensated video coding , 2000, IEEE Trans. Circuits Syst. Video Technol..

[12]  Vivek K. Goyal,et al.  Multiple description coding: compression meets the network , 2001, IEEE Signal Process. Mag..

[13]  Holger Karl,et al.  Using energy where it counts: protecting important messages in the link layer , 2005, Proceeedings of the Second European Workshop on Wireless Sensor Networks, 2005..

[14]  Petri Haavisto,et al.  Video coding using motion compensation with polynomial motion vector fields , 1997, Signal Process. Image Commun..

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

[16]  Jörn Ostermann,et al.  Object-oriented analysis-synthesis coding of moving images , 1989, Signal Process. Image Commun..

[17]  Jack K. Wolf,et al.  Noiseless coding of correlated information sources , 1973, IEEE Trans. Inf. Theory.

[18]  Atul Puri,et al.  Spatial-domain resolution-scalable video coding , 1993, Other Conferences.

[19]  Aljoscha Smolic,et al.  Long-term global motion estimation and its application for sprite coding, content description, and segmentation , 1999, IEEE Trans. Circuits Syst. Video Technol..

[20]  Daniel T. Lee JPEG 2000: Retrospective and New Developments , 2005, Proceedings of the IEEE.

[21]  Touradj Ebrahimi,et al.  JPEG 2000 performance evaluation and assessment , 2002, Signal Process. Image Commun..

[22]  Didier J. Le Gall,et al.  The MPEG video compression algorithm , 1992, Signal Process. Image Commun..

[23]  King Ngi Ngan,et al.  A performance comparison of frequency domain pyramid scalable coding schemes within the MPEG framework , 1993 .

[24]  Ajay Luthra,et al.  Introduction to the special issue on the H.264/AVC video coding standard , 2003, IEEE Trans. Circuits Syst. Video Technol..

[25]  K. K. Pang,et al.  The optimal transform of motion-compensated frame difference images in a hybrid coder , 1993 .

[26]  Martin Vetterli,et al.  Joint source/channel coding of statistically multiplexed real-time services on packet networks , 1993, TNET.

[27]  Weiping Li,et al.  Overview of fine granularity scalability in MPEG-4 video standard , 2001, IEEE Trans. Circuits Syst. Video Technol..

[28]  Cesar A. Gonzales,et al.  Flexible scalable digital video coding , 1993, Signal Process. Image Commun..

[29]  Thomas Sikora,et al.  MPEG digital video-coding standards , 1997, IEEE Signal Process. Mag..

[30]  Thomas Sikora,et al.  Low complexity shape-adaptive DCT for coding of arbitrarily shaped image segments , 1995, Signal Process. Image Commun..

[31]  Ferran Marqués,et al.  The MPEG-4 Book , 2003, J. Electronic Imaging.

[32]  Gary J. Sullivan,et al.  Efficient quadtree coding of images and video , 1994, IEEE Trans. Image Process..

[33]  Richard Szeliski,et al.  A layered video object coding system using sprite and affine motion model , 1997, IEEE Trans. Circuits Syst. Video Technol..

[34]  Jens-Rainer Ohm,et al.  Advances in Scalable Video Coding , 2005, Proceedings of the IEEE.

[35]  Arun N. Netravali,et al.  Digital Video: An introduction to MPEG-2 , 1996 .

[36]  Peter Kauff,et al.  Functional coding of video using a shape-adaptive DCT algorithm and an object-based motion prediction toolbox , 1997, IEEE Trans. Circuits Syst. Video Technol..

[37]  Iain E. G. Richardson,et al.  Video Codec Design: Developing Image and Video Compression Systems , 2002 .

[38]  Thomas Sikora,et al.  Efficiency of shape-adaptive 2-D transforms for coding of arbitrarily shaped image segments , 1995, IEEE Trans. Circuits Syst. Video Technol..

[39]  Aljoscha Smolic,et al.  Real-time estimation of long-term 3-D motion parameters for SNHC face animation and model-based coding applications , 1999, IEEE Trans. Circuits Syst. Video Technol..

[40]  Luis Torres,et al.  Region-based video coding using mathematical morphology , 1995 .

[41]  Thomas Sikora,et al.  Unbalanced quantized multiple description video transmission using path diversity , 2003, IS&T/SPIE Electronic Imaging.

[42]  Bernd Girod,et al.  Distributed Video Coding , 2005, Proceedings of the IEEE.

[43]  Anthony Vetro,et al.  Drift compensation for reduced spatial resolution transcoding , 2002, IEEE Trans. Circuits Syst. Video Technol..