Review of standard traditional distortion metrics and a need for perceptual distortion metric at a (sub) macroblock level

Conference paper

Joshi, Y., Shah, P., Loo, J. and Rahman, S. 2013. Review of standard traditional distortion metrics and a need for perceptual distortion metric at a (sub) macroblock level. 8th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting. London, UK 05 - 07 Jun 2013 IEEE. https://doi.org/10.1109/BMSB.2013.6621755
TypeConference paper
TitleReview of standard traditional distortion metrics and a need for perceptual distortion metric at a (sub) macroblock level
AuthorsJoshi, Y., Shah, P., Loo, J. and Rahman, S.
Abstract

Within a video encoder the distortion metric performs an Image Quality Assessment (IQA). However, to exploit perceptual redundancy to lower the convex hull of the Rate-
Distortion (R-D) curve, a Perceptual Distortion Metric (PDM)
modelling of the Human Visual System (HVS) should be used. Since block-based video encoders like H.264/AVC operate at the Sub-Macroblock (Sub-MB) level, there exists a need to produce a locally operating PDM. A locally operating PDM must meet the requirements of Standard Traditional Distortion Metrics (STDMs), in that it must satisfy the Triangle Equality Rule. Hence, this paper presents a review of STDMs of SSE, SAD and SATD against the perceptual IQA of Structural Similarity (SSIM) at the Sub-MB level. Furthermore, this paper illustrates the Universal Bounded Region (UBR) by block size that supports the triangle equality rule within the Sub-MB level, between SSIM and STDMs like SATD at the prediction stage.

Research GroupSensoLab group
Conference8th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting
Proceedings Title2013 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
SeriesIEEE International Symposium on Broadband Multimedia Systems and Broadcasting
ISSN2155-5044
Electronic2155-5052
ISBN
Electronic9781467360470
PublisherIEEE
Publication dates
PrintJun 2013
Online07 Oct 2013
Publication process dates
Deposited17 Jun 2013
Output statusPublished
Accepted author manuscript
Digital Object Identifier (DOI)https://doi.org/10.1109/BMSB.2013.6621755
Scopus EID2-s2.0-84887839861
Web of Science identifierWOS:000342351500080
Web address (URL) of conference proceedingshttps://ieeexplore.ieee.org/xpl/conhome/6603436/proceeding
LanguageEnglish
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Doddapaneni, K., Omondi, F., Ever, E., Shah, P., Gemikonakli, O. and Gagliardi, R. 2014. Deployment challenges and developments in wireless sensor networks clustering. Advanced Information Networking and Applications Workshops (WAINA), 2014 28th International Conference on. Victoria, Canada 13 - 16 May 2014 IEEE. pp. 227-232 https://doi.org/10.1109/WAINA.2014.46
Instant channel allocation technique to improve system throughput in joint LTE cellular network
Rezvy, S., Rahman, S., Lasebae, A. and Loo, J. 2014. Instant channel allocation technique to improve system throughput in joint LTE cellular network. Advanced Information Networking and Applications Workshops (WAINA 2014). Victoria, Canada 13 - 16 May 2014 Institute of Electrical and Electronics Engineers (IEEE). pp. 900-904 https://doi.org/10.1109/WAINA.2014.198
Relay selection for efficient HARQ-IR protocols in relay-assisted multisource multicast networks
Vien, Q., Nguyen, H., Shah, P., Ever, E. and To, D. 2014. Relay selection for efficient HARQ-IR protocols in relay-assisted multisource multicast networks. IEEE 79th Vehicular Technology Conference: VTC2014-Spring. Seoul, Korea (South) 18 - 21 May 2014 IEEE. pp. 1-5 https://doi.org/10.1109/VTCSpring.2014.7023073
A novel low complexity local hybrid pseudo-SSIM-SATD distortion metric towards perceptual rate control
Joshi, Y., Loo, J., Shah, P., Rahman, S. and Chang, Y. 2013. A novel low complexity local hybrid pseudo-SSIM-SATD distortion metric towards perceptual rate control. 8th IEEE International Symposium on Broadband Multimedia Systems and Broadcasting. London, UK 05 - 07 Jun 2013 IEEE. pp. 1-6 https://doi.org/10.1109/BMSB.2013.6621695
Modelling wireless sensor networks for performability evaluation
Omondi, F., Ever, E., Shah, P. and Gemikonakli, O. 2013. Modelling wireless sensor networks for performability evaluation. The 12th International Conference on Ad Hoc Networks and Wireless, (ADHOC-NOW 2013). Wrocław, Poland 08 - 10 Jul 2013 Springer. pp. 172-184 https://doi.org/10.1007/978-3-642-39247-4_15
UHEED - an unequal clustering algorithm for wireless sensor networks
Ever, E., Luchmun, R., Mostarda, L., Navarra, A. and Shah, P. 2012. UHEED - an unequal clustering algorithm for wireless sensor networks. Sensornets 2012. Rome, Italy 24 - 26 Feb 2012
Ultra-high density scanning electrical probe phase-change memory for archival storage.
Wang, L., Shah, P., Wright, C., Aziz, M., Sebastian, A., Pozidis, H. and Pauza, A. 2010. Ultra-high density scanning electrical probe phase-change memory for archival storage. International Symposium on Optical Memory. Taiwan Oct 2010
Asymmetric MAP decoding for perpendicular magnetic recording
Ahmed, M., Farhner, A. and Shah, P. 2005. Asymmetric MAP decoding for perpendicular magnetic recording. International Symposium on Physics of Magnetic Materials (ISPMM 2005). Singapore 14 - 16 Sep 2005
Novel multi-level magnetic recording using modern error correction.
Shah, P., Ahmed, M., Ambroze, M., Tjhai, C. and Davey, P. 2006. Novel multi-level magnetic recording using modern error correction. European Phase Change and Ovonic Symposium. Grenoble, France
New method for generalised PR target design for perpendicular magnetic recording
Shah, P., Ahmed, M. and Kurihara, Y. 2007. New method for generalised PR target design for perpendicular magnetic recording. The Eighth Perpendicular Magnetic Recording Conference (PMRC 2007). Tokyo International Forum, Tokyo, Japan
Optimisation of the recording and readout performance of phase-change media for scanning probe storage applications
Wright, C., Aziz, M., Wang, L. and Shah, P. 2009. Optimisation of the recording and readout performance of phase-change media for scanning probe storage applications. European Phase Change and Ovonic Symposium. Aachen, Germany Sep 2009
Towards ultra-high density scanning-probe memory using rewritable phase-change media
Wang, L., Shah, P., Wright, C. and Aziz, M. 2010. Towards ultra-high density scanning-probe memory using rewritable phase-change media. European Phase Change and Ovonic Conference. Milan, Italy 05 - 07 Sep 2010
Phase-change technologies: from PCRAM to probe-storage to processors
Wright, C., Ashawaraya, P., Ashwin, P., Aziz, M., Hicken, R., Kohary, K., Liu, Y., Marmier, A., Shah, P., Vazquez, J. and Wang, L. 2010. Phase-change technologies: from PCRAM to probe-storage to processors. European Phase Change and Ovonic Conference. Milano 05 - 07 Sep 2010
Efficient and robust detection and recognition of objects in grayscale images.
Shivanand, T., Rahman, S. and Pillai, G. 2011. Efficient and robust detection and recognition of objects in grayscale images. Krishnan, N. and Karthikeyan, M. (ed.) I. IEEE. pp. 1-6 https://doi.org/10.1109/ICCIC.2010.5705749
The design of rewritable ultrahigh density scanning-probe phase-change memories
Wright, C., Wang, L., Shah, P., Aziz, M., Varesi, E., Bez, R., Moroni, M. and Cazzaniga, F. 2011. The design of rewritable ultrahigh density scanning-probe phase-change memories. IEEE Transactions on Nanotechnology. 10 (4), pp. 900-912. https://doi.org/10.1109/TNANO.2010.2089638
Ultra high density scanning electrical probe phase-change memory for archival storage
Wang, L., Wright, C., Shah, P., Aziz, M., Sebastian, A., Pozidis, H. and Pauza, A. 2011. Ultra high density scanning electrical probe phase-change memory for archival storage. Japanese Journal of Applied Physics. 50 (9S1), pp. 1-2. https://doi.org/10.1143/JJAP.50.09MD04
Scanning probe memories - Technology and applications
Wright, C., Aziz, M., Shah, P. and Wang, L. 2011. Scanning probe memories - Technology and applications. Current Applied Physics. 11 (2, Supplement), pp. e104-e109. https://doi.org/10.1016/j.cap.2010.11.130
Write strategies for multiterabit per square inch scanned-probe phase-change memories
Wright, C., Shah, P., Wang, L., Aziz, M., Sebastian, A. and Pozidis, H. 2010. Write strategies for multiterabit per square inch scanned-probe phase-change memories. Applied Physics Letters. 97 (17). https://doi.org/10.1063/1.3506584
From local laboratory data to public domain database in search of indirect association of diseases: AJAX based gene data search engine.
Khan, N., Long, H., Rahman, S. and Stockman, A. 2007. From local laboratory data to public domain database in search of indirect association of diseases: AJAX based gene data search engine. in: Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07). IEEE Computer Society Press. pp. 213-218
A cooperative environment for genetic variance analysis using component database for database integration.
Khan, N., Stockman, A. and Rahman, S. 2002. A cooperative environment for genetic variance analysis using component database for database integration. in: Proceedings of the 15th IEEE international conference on computer based medical systems (CBMS). Computer Society Press.
Computer-vision-based navigation system for the visually impaired.
Rahman, S., Shah, A. and Whitney, G. 2004. Computer-vision-based navigation system for the visually impaired. SIGGRAPH 2004: 31st International Conference on Computer Graphics and Interactive Techniques.. Los Angeles, California 08 - 12 Aug 2004
Wavelet based image compression on synthetic images.
Rahman, S. and Yap, V. 2003. Wavelet based image compression on synthetic images. in: Proceedings of the international conference on robotics, vision, information and signal processing ROVISP 2003. Penang Universiti Sains Malaysia.
The implications of image statistics and image features on coding performance of synthetic images
Rahman, S., Yap, V. and International Institute of Informatics and Systemics. 2003. The implications of image statistics and image features on coding performance of synthetic images. in: Callaos, N. (ed.) The 7th world multiconference on systemics, cybernetics and informatics: proceedings International Institute of Informatics and Systemics..
Vision based mobility system for object identification.
Rahman, S. and Hassan, Q. 2003. Vision based mobility system for object identification. CSUN's 18th annual international conference: technology and persons with disabilities.. Los Angeles, California 17 - 22 Mar 2003
Object detection with vision vased system: a secondary aid for visually impaired and blind people.
Rahman, S. and Hassan, Q. 2002. Object detection with vision vased system: a secondary aid for visually impaired and blind people. in: Minoro, A. (ed.) The 6th world multiconference on systemics, cybernetics and informatics and the 8th international conference on information systems analysis and synthesis: proceedings. International Institute of Informatics and Systemics..
Footpath edge extraction for vision based mobility aid.
Rahman, S. and Hassan, Q. 2003. Footpath edge extraction for vision based mobility aid. in: Include 2003 inclusive design for society and business: proceedings. London Helen Hamlyn Research Centre.
Interoperability and navigation between medical databases using context graph.
Rahman, S. and Khan, N. 2004. Interoperability and navigation between medical databases using context graph. in: Fourth international conference on intelligent systems design and applications (ISDA 2004). Budapest IEEE Computer Society.
Object modelling of gene mutation data for variance analysis.
Rahman, S., Khan, N. and International Institute of Informatics and Systemics. 2002. Object modelling of gene mutation data for variance analysis. in: Callaos, N. (ed.) Proceedings: the 6th world multiconference on systemics, cybernetics and informatics.[SCI 2002] Orlando, Florida. International Institute of Informatics and Systemics.. pp. 301-305
A conceptual object modelling of gene mutation data.
Rahman, S. and Khan, N. 2001. A conceptual object modelling of gene mutation data. in: Wingender, E. (ed.) Computer science and biology: proceedings of the German conference on bioinformatics. Braunschweig German Research Center for Biotechnology.. pp. 187-190
Integrating molecular biology databases using image object keying.
Rahman, S., Khan, N. and Stockman, A. 2003. Integrating molecular biology databases using image object keying. in: Krol, M., Mitra, S. and Lee, D. (ed.) 16th IEEE symposium on computer-based medical systems. Los Alamitos, Calif. IEEE Computer Society.
Object identification for visually impaired people using circular colour coded stickers.
Rahman, S. and Shah, A. 2007. Object identification for visually impaired people using circular colour coded stickers. IEEE SMC UK&RI 6th conference on cybernetic systems, 2007. University College, Dublin
An approach to develop human gene disorder database for intelligent variance analysis of genes and its products.
Rahman, S., Khan, N. and Clarkson, T. 2001. An approach to develop human gene disorder database for intelligent variance analysis of genes and its products. in: 12th International workshop on Database and Expert Systems, Munich, Germany. Proceedings. Washington DC, USA IEEE Computer Society Press. pp. 301-305
Integration of biological data resources using image object keying.
Rahman, S., Stockman, A. and Khan, N. 2003. Integration of biological data resources using image object keying. in: 16th IEEE Symposium on Computer-based Medical Systems (CBMS'03), New York. Proceedings. . Washington DC, USA IEEE Computer Society Press.
A new approach to detect similar proteins from 2D Gel Electrophoresis Images.
Rahman, S. and Khan, N. 2003. A new approach to detect similar proteins from 2D Gel Electrophoresis Images. in: 3rd International Symposium on Bioinformatics and Bioengineering, Washington DC. Proceedings. Washington DC, USA IEEE Computer Society Press.
A cooperative environment for genetic variance analysis using component database for database integration.
Khan, N., Stockman, A. and Rahman, S. 2002. A cooperative environment for genetic variance analysis using component database for database integration. in: 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), Slovenia. IEEE Computer Society Press. pp. 365-368
A framework for molecular biology databases integration using context graph keying.
Khan, N., Stockman, A. and Rahman, S. 2004. A framework for molecular biology databases integration using context graph keying. in: 17th IEEE COmputer Based Medical System Conference (CBMS 2004), Bethesda, Maryland, USA. Proceedings. IEEE Computer Society Press. pp. 21-26
Prediction of Type II MODY3 diabetes using backpercolation.
Khan, N., Chukwuemeka, I. and Rahman, S. 2005. Prediction of Type II MODY3 diabetes using backpercolation. in: 18th IEEE Cmputer Based Medical System Conference, Dublin. Proceedings London IEEE Computer Society Press. pp. 401-403
Novel soft-feedback equalization method for multilevel magnetic recording
Shah, P., Ahmed, M., Ambroze, M., Tjhai, C. and Davey, P.J. 2007. Novel soft-feedback equalization method for multilevel magnetic recording. Tenth joint Magnetism and Magnetic Materials - International Magentics (MMM–INTERMAG) conference. Baltimore, Maryland, USA 07 - 11 Jan 2007 IEEE. https://doi.org/10.1109/TMAG.2007.894010